Image_Classification

Image_Classification

• 2022-05-26 TransBoost: Improving the Best ImageNet Performance using Deep Transduction    Omer Belhasin, Guy Bar-Shalom, Ran El-Yaniv arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  PDF
• 2022-05-26 Fast Vision Transformers with HiLo Attention    Zizheng Pan, Jianfei Cai, Bohan Zhuang arXiv_AI arXiv_AI  Transformer  Segmentation  Pose  Classification  Detection  Relation  Attention  Image_Classification  PDF
• 2022-05-26 Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels    Tao Pu, Tianshui Chen, Hefeng Wu, Yongyi Lu, Liang Lin arXiv_CV arXiv_CV  Recognition  Pose  Classification  Image_Classification  PDF
• 2022-05-25 Inception Transformer    Chenyang Si, Weihao Yu, Pan Zhou, Yichen Zhou, Xinchao Wang, Shuicheng Yan arXiv_AI arXiv_AI  Transformer  Segmentation  Pose  Classification  Detection  Attention  Image_Classification  PDF
• 2022-05-25 A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer    Weiming Hu, Haoyuan Chen, Wanli Liu, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek, Chen Li arXiv_CV arXiv_CV  Transformer  Classification  Deep_Learning  Detection  CNN  Image_Classification  PDF
• 2022-05-25 An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale Multitask Learning Systems    Andrea Gesmundo, Jeff Dean arXiv_AI arXiv_AI  Sparse  Knowledge  Pose  Classification  Image_Classification  PDF
• 2022-05-25 A CNN with Noise Inclined Module and Denoise Framework for Hyperspectral Image Classification    Zhiqiang Gong, Ping Zhong, Jiahao Qi, Panhe Hu arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2022-05-25 Region-aware Knowledge Distillation for Efficient Image-to-Image Translation    Linfeng Zhang, Xin Chen, Runpei Dong, Kaisheng Ma arXiv_CV arXiv_CV  Knowledge  Adversarial  Pose  Contrastive_Learning  Classification  Attention  GAN  Image_Classification  PDF
• 2022-05-24 Privacy-Preserving Image Classification Using Vision Transformer    Zheng Qi, AprilPyone MaungMaung, Yuma Kinoshita, Hitoshi Kiya arXiv_CV arXiv_CV  Transformer  Embedding  Pose  Classification  Image_Classification  PDF
• 2022-05-24 An interpretation of the final fully connected layer    Siddhartha arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2022-05-24 DPSNN: A Differentially Private Spiking Neural Network    Jihang Wang, Dongcheng Zhao, Guobin Shen, Qian Zhang, Yi Zeng arXiv_AI arXiv_AI  Recognition  Speech  Pose  Face  Classification  Detection  Object_Detection  Face_Recognition  Speech_Recognition  Image_Classification  PDF
• 2022-05-24 Deep Learning-based automated classification of Chinese Speech Sound Disorders    Yao-Ming Kuo, Shanq-Jang Ruan, Yu-Chin Chen, Ya-Wen Tu arXiv_AI arXiv_AI  Speech  Classification  Deep_Learning  Image_Classification  PDF
• 2022-05-24 Deep Geometric Moment    Rajhans Singh (1), Ankita Shukla (1), Pavan Turaga (1) ((1) Arizona State University) arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2022-05-23 Deep Image Retrieval is not Robust to Label Noise    Stanislav Dereka, Ivan Karpukhin, Sergey Kolesnikov arXiv_CV arXiv_CV  Image_Retrieval  Classification  Deep_Learning  Image_Classification  PDF
• 2022-05-23 Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation    Jiazhi Xu, Sheng Huang, Fengtao Zhou, Luwen Huangfu, Daniel Zeng, Bo Liu arXiv_AI arXiv_AI  Knowledge  Pose  Classification  Relation  Image_Classification  PDF
• 2022-05-22 muNet: Evolving Pretrained Deep Neural Networks into Scalable Auto-tuning Multitask Systems    Andrea Gesmundo, Jeff Dean arXiv_AI arXiv_AI  Knowledge  Pose  Classification  Image_Classification  PDF
• 2022-05-22 Learning Muti-expert Distribution Calibration for Long-tailed Video Classification    Yufan Hu, Junyu Gao, Changsheng Xu arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Image_Classification  Video_Classification  PDF
• 2022-05-22 Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey    Gaoang Wang, Mingli Song, Jenq-Neng Hwang arXiv_CV arXiv_CV  Segmentation  Embedding  Tracking  Object_Tracking  Survey  Classification  Detection  Relation  Object_Detection  Re-identification  Image_Classification  PDF
• 2022-05-21 Facing the Void: Overcoming Missing Data in Multi-View Imagery    Gabriel Machado, Keiller Nogueira, Matheus Barros Pereira, Jefersson Alex dos Santos arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2022-05-21 Knowledge Distillation from A Stronger Teacher    Tao Huang, Shan You, Fei Wang, Chen Qian, Chang Xu arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Knowledge  Pose  Classification  Detection  Relation  Object_Detection  Image_Classification  Prediction  PDF
• 2022-05-20 Robust Sensible Adversarial Learning of Deep Neural Networks for Image Classification    Jungeum Kim, Xiao Wang arXiv_CV arXiv_CV  Recognition  Adversarial  Pose  Classification  Image_Classification  PDF
• 2022-05-20 Set-based Meta-Interpolation for Few-Task Meta-Learning    Seanie Lee, Bruno Andreis, Kenji Kawaguchi, Juho Lee, Sung Ju Hwang arXiv_AI arXiv_AI  Recognition  Text_Classification  Optimization  Knowledge  Speech  Pose  Classification  Speech_Recognition  Image_Classification  Prediction  PDF
• 2022-05-20 Deep transfer learning for image classification: a survey    Jo Plested, Tom Gedeon arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Knowledge  Review  Survey  Classification  Relation  CNN  Image_Classification  PDF
• 2022-05-19 Incremental Learning with Differentiable Architecture and Forgetting Search    James Seale Smith, Zachary Seymour, Han-Pang Chiu arXiv_AI arXiv_AI  NAS  Pose  Classification  Image_Classification  PDF
• 2022-05-19 Semi-Supervised Learning for Image Classification using Compact Networks in the BioMedical Context    Adrián Inés, Andrés Díaz-Pinto, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual arXiv_AI arXiv_AI  Face  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2022-05-19 A graph-transformer for whole slide image classification    Yi Zheng, Rushin H. Gindra, Emily J. Green, Eric J. Burks, Margrit Betke, Jennifer E. Beane, Vijaya B. Kolachalama arXiv_CV arXiv_CV  Transformer  Salient  Contrastive_Learning  Classification  Deep_Learning  Image_Classification  PDF
• 2022-05-19 Masked Image Modeling with Denoising Contrast    Kun Yi, Yixiao Ge, Xiaotong Li, Shusheng Yang, Dian Li, Jianping Wu, Ying Shan, Xiaohu Qie arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Contrastive_Learning  Classification  Detection  Object_Detection  Denoising  Image_Classification  Prediction  PDF
• 2022-05-19 EXACT: How to Train Your Accuracy    Ivan Karpukhin, Stanislav Dereka, Sergey Kolesnikov arXiv_CV arXiv_CV  Optimization  Pose  Classification  Image_Classification  PDF
• 2022-05-19 TRT-ViT: TensorRT-oriented Vision Transformer    Xin Xia, Jiashi Li, Jie Wu, Xing Wang, Mingkai Wang, Xuefeng Xiao, Min Zheng, Rui Wang arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Classification  Detection  Object_Detection  Image_Classification  Inference  PDF
• 2022-05-19 Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification    Mohammad Joshaghani, Amirabbas Davari, Faezeh Nejati Hatamian, Andreas Maier, Christian Riess arXiv_CV arXiv_CV  Knowledge  Classification  Relation  CNN  Image_Classification  Prediction  PDF
• 2022-05-18 Large Neural Networks Learning from Scratch with Very Few Data and without Regularization    Christoph Linse, Thomas Martinetz arXiv_AI arXiv_AI  Regularization  Classification  CNN  Image_Classification  PDF
• 2022-05-17 Application of Graph Based Features in Computer Aided Diagnosis for Histopathological Image Classification of Gastric Cancer    Haiqing Zhang, Chen Li, Shiliang Ai, Haoyuan Chen, Yuchao Zheng, Yixin Li, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek arXiv_CV arXiv_CV  Segmentation  Action  Classification  Detection  Image_Classification  PDF
• 2022-05-17 A psychological theory of explainability    Scott Cheng-Hsin Yang, Tomas Folke, Patrick Shafto arXiv_AI arXiv_AI  Salient  Pose  Quantitative  Classification  Image_Classification  Inference  Prediction  PDF
• 2022-05-17 Monotonicity Regularization: Improved Penalties and Novel Applications to Disentangled Representation Learning and Robust Classification    Joao Monteiro, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Greg Mori arXiv_AI arXiv_AI  Represenation_Learning  Regularization  Pose  Classification  Image_Classification  Prediction  PDF
• 2022-05-17 Uncertainty-based Network for Few-shot Image Classification    Minglei Yuan, Qian Xu, Chunhao Cai, Yin-Dong Zheng, Tao Wang, Tong Lu arXiv_CV arXiv_CV  Optimization  Pose  Classification  Few-Shot  Image_Classification  Inference  PDF
• 2022-05-16 An Empirical Investigation of Representation Learning for Imitation    Xin Chen, Sam Toyer, Cody Wild, Scott Emmons, Ian Fischer, Kuang-Huei Lee, Neel Alex, Steven H Wang, Ping Luo, Stuart Russell, Pieter Abbeel, Rohin Shah arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Pose  Classification  Image_Classification  PDF
• 2022-05-16 Binarizing by Classification: Is soft function really necessary?    Yefei He, Luoming Zhang, Weijia Wu, Hong Zhou arXiv_AI arXiv_AI  Pose_Estimation  Pose  Classification  Image_Classification  PDF
• 2022-05-14 Corrosion Detection for Industrial Objects: From Multi-Sensor System to 5D Feature Space    Dennis Haitz, Boris Jutzi, Patrick Huebner, Markus Ulrich arXiv_CV arXiv_CV  3D  Pose  Face  Classification  Detection  Image_Classification  PDF
• 2022-05-12 Simple Open-Vocabulary Object Detection with Vision Transformers    Matthias Minderer, Alexey Gritsenko, Austin Stone, Maxim Neumann, Dirk Weissenborn, Alexey Dosovitskiy, Aravindh Mahendran, Anurag Arnab, Mostafa Dehghani, Zhuoran Shen, Xiao Wang, Xiaohua Zhai, Thomas Kipf, Neil Houlsby arXiv_CV arXiv_CV  Transformer  Zero-Shot  Regularization  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-05-12 Feedback Gradient Descent: Efficient and Stable Optimization with Orthogonality for DNNs    Fanchen Bu, Dong Eui Chang arXiv_AI arXiv_AI  Gradient_Descent  Optimization  Knowledge  Pose  Classification  Image_Classification  PDF
• 2022-05-12 Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images    Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  Regularization  Pose  Face  Classification  Image_Classification  PDF
• 2022-05-12 Cross-domain Few-shot Meta-learning Using Stacking    Hongyu Wang, Eibe Frank, Bernhard Pfahringer, Michael Mayo, Geoffrey Holmes arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Few-Shot  CNN  Image_Classification  Inference  PDF
• 2022-05-11 An Empirical Study Of Self-supervised Learning Approaches For Object Detection With Transformers    Gokul Karthik Kumar, Sahal Shaji Mullappilly, Abhishek Singh Gehlot arXiv_AI arXiv_AI  Transformer  Reconstruction  Self-Supervised  Classification  Detection  Relation  Object_Detection  CNN  Image_Classification  Language_Model  PDF
• 2022-05-11 Hyperspectral Image Classification With Contrastive Graph Convolutional Network    Wentao Yu, Sheng Wan, Guangyu Li, Jian Yang, Chen Gong arXiv_AI arXiv_AI  Represenation_Learning  Pose  Contrastive_Learning  Quantitative  Classification  Relation  CNN  Image_Classification  PDF
• 2022-05-11 Multi-Label Logo Recognition and Retrieval based on Weighted Fusion of Neural Features    Marisa Bernabeu, Antonio Javier Gallego, Antonio Pertusa arXiv_CV arXiv_CV  Recognition  Pose  Survey  Quantitative  Classification  Image_Classification  PDF
• 2022-05-10 Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling    Etienne Bennequin, Myriam Tami, Antoine Toubhans, Celine Hudelot arXiv_CV arXiv_CV  Pose  Quantitative  Classification  Relation  Few-Shot  Image_Classification  PDF
• 2022-05-10 Privacy Enhancement for Cloud-Based Few-Shot Learning    Archit Parnami, Muhammad Usama, Liyue Fan, Minwoo Lee arXiv_CV arXiv_CV  Embedding  Enhancement  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2022-05-10 A Safety Assurable Human-Inspired Perception Architecture    Rick Salay, Krzysztof Czarnecki arXiv_AI arXiv_AI  Sketch  Review  Adversarial  Pose  Classification  Image_Classification  Autonomous  PDF
• 2022-05-10 Hyperparameter optimization of hybrid quantum neural networks for car classification    Asel Sagingalieva, Andrii Kurkin, Artem Melnikov, Daniil Kuhmistrov, Michael Perelshtein, Alexey Melnikov, Andrea Skolik, David Von Dollen arXiv_CV arXiv_CV  Recognition  Optimization  Quantitative  Classification  Image_Classification  PDF
• 2022-05-10 Robust Medical Image Classification from Noisy Labeled Data with Global and Local Representation Guided Co-training    Cheng Xue, Lequan Yu, Pengfei Chen, Qi Dou, Pheng-Ann Heng arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Classification  Medical  Image_Classification  PDF
• 2022-05-09 When does dough become a bagel? Analyzing the remaining mistakes on ImageNet    Vijay Vasudevan, Benjamin Caine, Raphael Gontijo-Lopes, Sara Fridovich-Keil, Rebecca Roelofs arXiv_CV arXiv_CV  Review  Pose  Classification  Image_Classification  PDF
• 2022-05-09 Introspective Deep Metric Learning    Chengkun Wang, Wenzhao Zheng, Zheng Zhu, Jie Zhou, Jiwen Lu arXiv_AI arXiv_AI  Embedding  Image_Retrieval  Pose  Classification  Image_Classification  PDF
• 2022-05-08 Preservation of High Frequency Content for Deep Learning-Based Medical Image Classification    Declan McIntosh, Tunai Porto Marques, Alexandra Branzan Albu arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2022-05-08 VPN: Verification of Poisoning in Neural Networks    Youcheng Sun, Muhammad Usman, Divya Gopinath, Corina S. Păsăreanu arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  PDF
• 2022-05-08 ConvMAE: Masked Convolution Meets Masked Autoencoders    Peng Gao, Teli Ma, Hongsheng Li, Jifeng Dai, Yu Qiao arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-05-07 Comparison Knowledge Translation for Generalizable Image Classification    Zunlei Feng, Tian Qiu, Sai Wu, Xiaotuan Jin, Zengliang He, Mingli Song, Huiqiong Wang arXiv_CV arXiv_CV  Recognition  Knowledge  Adversarial  Classification  Deep_Learning  Image_Classification  Matching  PDF
• 2022-05-06 Investigating and Explaining the Frequency Bias in Image Classification    ZhiYu Lin, YiFei Gao, JiTao Sang arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2022-05-06 RCMNet: A deep learning model assists CAR-T therapy for leukemia    Ruitao Zhang, Xueying Han, Ijaz Gul, Shiyao Zhai, Ying Liu, Yongbing Zhang, Yuhan Dong, Lan Ma, Dongmei Yu, Jin Zhou, Peiwu Qin arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2022-05-06 Large Scale Transfer Learning for Differentially Private Image Classification    Harsh Mehta, Abhradeep Thakurta, Alexey Kurakin, Ashok Cutkosky arXiv_CV arXiv_CV  Transfer_Learning  Gradient_Descent  Adversarial  Classification  Deep_Learning  Image_Classification  PDF
• 2022-05-05 Biologically inspired deep residual networks for computer vision applications    Prathibha Varghese, Dr. G. Arockia Selva Saroja arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2022-05-04 Immiscible Color Flows in Optimal Transport Networks for Image Classification    Alessandro Lonardi, Diego Baptista, Caterina De Bacco arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2022-05-04 Sequencer: Deep LSTM for Image Classification    Yuki Tatsunami, Masato Taki arXiv_AI arXiv_AI  Transformer  RNN  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2022-05-04 Scene Clustering Based Pseudo-labeling Strategy for Multi-modal Aerial View Object Classification    Jun Yu, Hao Chang, Keda Lu, Liwen Zhang, Shenshen Du arXiv_CV arXiv_CV  Recognition  Pose  Classification  Image_Classification  PDF
• 2022-05-03 Masked Generative Distillation    Zhendong Yang, Zhe Li, Mingqi Shao, Dachuan Shi, Zehuan Yuan, Chun Yuan arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Knowledge  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-05-02 MIRST-DM: Multi-Instance RST with Drop-Max Layer for Robust Classification of Breast Cancer    Shoukun Sun, Min Xian, Aleksandar Vakanski, Hossny Ghanem arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Medical  Image_Classification  PDF
• 2022-05-02 On the generalization capabilities of FSL methods through domain adaptation: a case study in endoscopic kidney stone image classification    Mauricio Mendez-Ruiz, Francisco Lopez-Tiro, Jonathan El-Beze, Vincent Estrade, Gilberto Ochoa-Ruiz1, Jacques Hubert, Andres Mendez-Vazquez, Christian Daul arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Deep_Learning  Detection  Few-Shot  Object_Detection  Image_Classification  PDF
• 2022-04-30 Engineering flexible machine learning systems by traversing functionally invariant paths in weight space    Guruprasad Raghavan, Matt Thomson arXiv_AI arXiv_AI  Adversarial  Classification  Image_Classification  PDF
• 2022-04-30 Elucidating Meta-Structures of Noisy Labels in Semantic Segmentation by Deep Neural Networks    Yaoru Luo, Guole Liu, Yuanhao Guo, Ge Yang arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Action  Classification  Image_Classification  PDF
• 2022-04-29 PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining    Yuting Gao, Jinfeng Liu, Zihan Xu, Jun Zhang, Ke Li, Chunhua Shen arXiv_AI arXiv_AI  Zero-Shot  Pose  Classification  Detection  Relation  Object_Detection  Image_Classification  Language_Model  PDF
• 2022-04-29 Noise-reducing attention cross fusion learning transformer for histological image classification of osteosarcoma    Liangrui Pan, Hetian Wang, Lian Wang, Boya Ji, Mingting Liu, Mitchai Chongcheawchamnan, Jin Yuan, Shaoliang Peng arXiv_CV arXiv_CV  Transformer  Pose  Action  Classification  Deep_Learning  Detection  Attention  CNN  Image_Classification  Prediction  PDF
• 2022-04-28 Depth Estimation with Simplified Transformer    John Yang, Le An, Anurag Dixit, Jinkyu Koo, Su Inn Park arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  Classification  Image_Classification  Autonomous  Inference  Prediction  PDF
• 2022-04-28 Unlocking High-Accuracy Differentially Private Image Classification through Scale    Soham De, Leonard Berrada, Jamie Hayes, Samuel L. Smith, Borja Balle arXiv_CV arXiv_CV  Gradient_Descent  Classification  Image_Classification  PDF
• 2022-04-28 Semantic Communication: An Information Bottleneck View    Edgar Beck, Carsten Bockelmann, Armin Dekorsy arXiv_AI arXiv_AI  Optimization  Pose  Classification  Attention  Image_Classification  PDF
• 2022-04-28 Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor    Yang Yang, Zhiying Cui, Junjie Xu, Changhong Zhong, Wei-Shi Zheng, Ruixuan Wang arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2022-04-26 PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions    Zhaoqi Leng, Mingxing Tan, Chenxi Liu, Ekin Dogus Cubuk, Xiaojie Shi, Shuyang Cheng, Dragomir Anguelov arXiv_CV arXiv_CV  Segmentation  3D  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-04-26 A survey on attention mechanisms for medical applications: are we moving towards better algorithms?    Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira, Jaime S. Cardoso arXiv_AI arXiv_AI  Transformer  Salient  Review  Pose  Survey  Classification  Deep_Learning  Attention  Medical  Image_Classification  PDF
• 2022-04-26 Quantum-classical convolutional neural networks in radiological image classification    Andrea Matic, Maureen Monnet, Jeanette Miriam Lorenz, Balthasar Schachtner, Thomas Messerer arXiv_AI arXiv_AI  Pose  Classification  Attention  Medical  CNN  Image_Classification  PDF
• 2022-04-26 Causal Transportability for Visual Recognition    Chengzhi Mao, Kevin Xia, James Wang, Hao Wang, Junfeng Yang, Elias Bareinboim, Carl Vondrick arXiv_CV arXiv_CV  Recognition  Classification  Relation  Image_Classification  PDF
• 2022-04-25 Do Users Benefit From Interpretable Vision? A User Study, Baseline, And Dataset    Leon Sixt, Martin Schuessler, Oana-Iuliana Popescu, Philipp Weiß, Tim Landgraf arXiv_AI arXiv_AI  Classification  Image_Classification  Prediction  PDF
• 2022-04-25 End-to-End Audio Strikes Back: Boosting Augmentations Towards An Efficient Audio Classification Network    Avi Gazneli, Gadi Zimerman, Tal Ridnik, Gilad Sharir, Asaf Noy arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2022-04-25 OCFormer: One-Class Transformer Network for Image Classification    Prerana Mukherjee, Chandan Kumar Roy, Swalpa Kumar Roy arXiv_CV arXiv_CV  Transformer  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2022-04-25 Surpassing the Human Accuracy: Detecting Gallbladder Cancer from USG Images with Curriculum Learning    Soumen Basu, Mayank Gupta, Pratyaksha Rana, Pankaj Gupta, Chetan Arora arXiv_CV arXiv_CV  Salient  Pose  Classification  Detection  Object_Detection  GAN  Image_Classification  PDF
• 2022-04-22 iCAR: Bridging Image Classification and Image-text Alignment for Visual Recognition    Yixuan Wei, Yue Cao, Zheng Zhang, Zhuliang Yao, Zhenda Xie, Han Hu, Baining Guo arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  Zero-Shot  Represenation_Learning  Pose  Action_Recognition  Action  Classification  Detection  Few-Shot  Object_Detection  Image_Classification  PDF
• 2022-04-22 Reinforcing Generated Images via Meta-learning for One-Shot Fine-Grained Visual Recognition    Satoshi Tsutsui, Yanwei Fu, David Crandall arXiv_CV arXiv_CV  Recognition  Adversarial  Pose  Classification  GAN  Image_Classification  PDF
• 2022-04-22 Balancing Expert Utilization in Mixture-of-Experts Layers Embedded in CNNs    Svetlana Pavlitskaya, Christian Hubschneider, Lukas Struppek, J. Marius Zöllner arXiv_CV arXiv_CV  Embedding  Sparse  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2022-04-22 A Closer Look at Personalization in Federated Image Classification    Changxing Jing, Yan Huang, Yihong Zhuang, Liyan Sun, Yue Huang, Zhenlong Xiao, Xinghao Ding arXiv_AI arXiv_AI  Represenation_Learning  Pose  Classification  Image_Classification  PDF
• 2022-04-21 Multiple EffNet/ResNet Architectures for Melanoma Classification    Jiaqi Xue, Chentian Ma, Li Li, Xuan Wen arXiv_CV arXiv_CV  Pose  Classification  Attention  Image_Classification  Prediction  PDF
• 2022-04-21 GAF-NAU: Gramian Angular Field encoded Neighborhood Attention U-Net for Pixel-Wise Hyperspectral Image Classification    Sidike Paheding, Abel A. Reyes, Anush Kasaragod, Thomas Oommen arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Attention  Image_Classification  PDF
• 2022-04-20 Self-supervised Learning for Sonar Image Classification    Alan Preciado-Grijalva, Bilal Wehbe, Miguel Bande Firvida, Matias Valdenegro-Toro arXiv_CV arXiv_CV  Image_Caption  Transfer_Learning  Self-Supervised  Classification  Few-Shot  Denoising  Image_Classification  PDF
• 2022-04-20 A 3-stage Spectral-spatial Method for Hyperspectral Image Classification    Raymond H. Chan, Ruoning Li arXiv_CV arXiv_CV  Enhancement  Pose  Classification  Image_Classification  PDF
• 2022-04-20 K-LITE: Learning Transferable Visual Models with External Knowledge    Sheng Shen, Chunyuan Li, Xiaowei Hu, Yujia Xie, Jianwei Yang, Pengchuan Zhang, Anna Rohrbach, Zhe Gan, Lijuan Wang, Lu Yuan, Ce Liu, Kurt Keutzer, Trevor Darrell, Jianfeng Gao arXiv_AI arXiv_AI  Image_Caption  Transfer_Learning  Zero-Shot  Knowledge  Pose  Classification  Detection  Few-Shot  Object_Detection  Caption  Image_Classification  PDF
• 2022-04-20 Robustness Testing of Data and Knowledge Driven Anomaly Detection in Cyber-Physical Systems    Xugui Zhou, Maxfield Kouzel, Homa Alemzadeh arXiv_AI arXiv_AI  Recognition  Knowledge  Speech  Classification  Deep_Learning  Detection  Attention  Speech_Recognition  Image_Classification  PDF
• 2022-04-19 ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models    Chunyuan Li, Haotian Liu, Liunian Harold Li, Pengchuan Zhang, Jyoti Aneja, Jianwei Yang, Ping Jin, Yong Jae Lee, Houdong Hu, Zicheng Liu, Jianfeng Gao arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  Classification  Detection  Few-Shot  Object_Detection  Image_Classification  PDF
• 2022-04-19 Image Data Augmentation for Deep Learning: A Survey    Suorong Yang, Weikang Xiao, Mengcheng Zhang, Suhan Guo, Jian Zhao, Furao Shen arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Review  Pose  Face  Survey  Classification  Deep_Learning  Detection  Object_Detection  Image_Classification  PDF
• 2022-04-18 LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking    Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Self-Supervised  Pose  Classification  VQA  Image_Classification  Language_Model  PDF
• 2022-04-18 Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives    Jun Yue, Leyuan Fang, Pedram Ghamisi, Weiying Xie, Jun Li, Jocelyn Chanussot, Antonio J Plaza arXiv_CV arXiv_CV  Image_Caption  Segmentation  Weakly_Supervised  Face  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-04-17 Continual Hippocampus Segmentation with Transformers    Amin Ranem, Camila González, Anirban Mukhopadhyay arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Action  Classification  Attention  Medical  CNN  Image_Classification  PDF
• 2022-04-17 An Extendable, Efficient and Effective Transformer-based Object Detector    Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, Ming-Hsuan Yang arXiv_AI arXiv_AI  Transformer  Segmentation  Recognition  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2022-04-16 Towards Lightweight Transformer via Group-wise Transformation for Vision-and-Language Tasks    Gen Luo, Yiyi Zhou, Xiaoshuai Sun, Yan Wang, Liujuan Cao, Yongjian Wu, Feiyue Huang, Rongrong Ji arXiv_CV arXiv_CV  Transformer  Optimization  Pose  Quantitative  Classification  Attention  Image_Classification  PDF
• 2022-04-16 Searching Intrinsic Dimensions of Vision Transformers    Fanghui Xue, Biao Yang, Yingyong Qi, Jack Xin arXiv_CV arXiv_CV  Transformer  Pose  Classification  Detection  Object_Detection  Attention  CNN  Image_Classification  PDF
• 2022-04-16 Privacy-Preserving Image Classification Using Isotropic Network    AprilPyone MaungMaung, Hitoshi Kiya arXiv_CV arXiv_CV  Transformer  Embedding  Knowledge  Pose  Classification  Image_Classification  PDF
• 2022-04-15 Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference    Shell Xu Hu, Da Li, Jan Stühmer, Minyoung Kim, Timothy M. Hospedales arXiv_CV arXiv_CV  Transformer  Unsupervised  Transfer_Learning  Classification  Few-Shot  Image_Classification  PDF
• 2022-04-14 Neighborhood Attention Transformer    Ali Hassani, Steven Walton, Jiachen Li, Shen Li, Humphrey Shi arXiv_AI arXiv_AI  Transformer  Classification  Attention  Image_Classification  PDF
• 2022-04-14 Masked Siamese Networks for Label-Efficient Learning    Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Florian Bordes, Pascal Vincent, Armand Joulin, Michael Rabbat, Nicolas Ballas arXiv_AI arXiv_AI  Image_Caption  Transformer  Embedding  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2022-04-14 DeiT III: Revenge of the ViT    Hugo Touvron, Matthieu Cord, Hervé Jégou arXiv_CV arXiv_CV  Transformer  Segmentation  Transfer_Learning  Semantic_Segmentation  Bert  Self-Supervised  Classification  Image_Classification  PDF
• 2022-04-14 Detection of Degraded Acacia tree species using deep neural networks on uav drone imagery    Anne Achieng Osio, Hoàng-Ân Lê, Samson Ayugi, Fred Onyango, Peter Odwe, Sébastien Lefèvre arXiv_CV arXiv_CV  Classification  Deep_Learning  Detection  Object_Detection  Drone  CNN  Image_Classification  PDF
• 2022-04-14 Explainable Analysis of Deep Learning Methods for SAR Image Classification    Shenghan Su, Ziteng Cui, Weiwei Guo, Zenghui Zhang, Wenxian Yu arXiv_CV arXiv_CV  Quantitative  Classification  Deep_Learning  CNN  Image_Classification  Prediction  PDF
• 2022-04-14 ViTOL: Vision Transformer for Weakly Supervised Object Localization    Saurav Gupta, Sourav Lakhotia, Abhay Rawat, Rahul Tallamraju arXiv_CV arXiv_CV  Transformer  Weakly_Supervised  Pose  Quantitative  Classification  Attention  Image_Classification  PDF
• 2022-04-14 HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images    Jikuan Qian (1,2 and 3), Rui Li (1,2 and 3), Xin Yang (1,2 and 3), Yuhao Huang (1,2 and 3), Mingyuan Luo (1,2 and 3), Zehui Lin (1,2 and 3), Wenhui Hong (1,2 and 3), Ruobing Huang (1,2 and 3), Haining Fan (4), Dong Ni (1,2 and 3), Jun Cheng (1,2 and 3) ((1) aNational-Regional Key Technology Engineering Laboratory for Medical Ultrasound, School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China, (2) Medical Ultrasound Image Computing (MUSIC) Laboratory, Shenzhen University, Shenzhen, China, (3) Marshall Laboratory of Biomedical Engineering, Shenzhen University, Shenzhen, China, (4) Qinghai University Affiliated Hospital, Xining, Qinghai, China) arXiv_AI arXiv_AI  NAS  Segmentation  Knowledge  Pose  Classification  CNN  Image_Classification  PDF
• 2022-04-12 ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension    Sanjay Subramanian, Will Merrill, Trevor Darrell, Matt Gardner, Sameer Singh, Anna Rohrbach arXiv_CL arXiv_CL  Zero-Shot  Pose  Classification  Relation  Image_Classification  PDF
• 2022-04-12 VisCUIT: Visual Auditor for Bias in CNN Image Classifier    Seongmin Lee, Zijie J. Wang, Judy Hoffman, Duen Horng (Polo) Chau arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2022-04-12 Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification    Jin-Yu Yang, Heng-Chao Li, Wen-Shuai Hu, Lei Pan, Qian Du arXiv_AI arXiv_AI  Pose  Classification  Relation  Attention  CNN  Image_Classification  PDF
• 2022-04-12 Examining the Proximity of Adversarial Examples to Class Manifolds in Deep Networks    Štefan Pócoš, Iveta Bečková, Igor Farkaš arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Image_Classification  PDF
• 2022-04-12 On the Equity of Nuclear Norm Maximization in Unsupervised Domain Adaptation    Wenju Zhang, Xiang Zhang, Qing Liao, Long Lan, Mengzhu Wang, Wei Wang, Baoyun Peng, Zhengming Ding arXiv_CV arXiv_CV  Unsupervised  Pose  Classification  Image_Classification  Prediction  PDF
• 2022-04-12 Out-Of-Distribution Detection In Unsupervised Continual Learning    Jiangpeng He, Fengqing Zhu arXiv_CV arXiv_CV  Unsupervised  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-04-11 A Simple Approach to Adversarial Robustness in Few-shot Image Classification    Akshayvarun Subramanya, Hamed Pirsiavash arXiv_AI arXiv_AI  Adversarial  Classification  Few-Shot  Image_Classification  PDF
• 2022-04-11 SuperpixelGridCut, SuperpixelGridMean and SuperpixelGridMix Data Augmentation    Karim Hammoudi, Adnane Cabani, Bouthaina Slika, Halim Benhabiles, Fadi Dornaika, Mahmoud Melkemi arXiv_AI arXiv_AI  Recognition  Pose  Classification  Image_Classification  PDF
• 2022-04-11 Machine Learning State-of-the-Art with Uncertainties    Peter Steinbach, Felicita Gernhardt, Mahnoor Tanveer, Steve Schmerler, Sebastian Starke arXiv_CV arXiv_CV  Review  Classification  Image_Classification  PDF
• 2022-04-11 Comparison Analysis of Traditional Machine Learning and Deep Learning Techniques for Data and Image Classification    Efstathios Karypidis, Stylianos G. Mouslech, Kassiani Skoulariki, Alexandros Gazis arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2022-04-11 Regularization-based Pruning of Irrelevant Weights in Deep Neural Architectures    Giovanni Bonetta, Matteo Ribero, Rossella Cancelliere arXiv_CL arXiv_CL  Sparse  Regularization  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2022-04-11 No Token Left Behind: Explainability-Aided Image Classification and Generation    Roni Paiss, Hila Chefer, Lior Wolf arXiv_CV arXiv_CV  Recognition  Zero-Shot  Classification  Image_Classification  Matching  PDF
• 2022-04-10 No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems    Nimit S. Sohoni, Jared A. Dunnmon, Geoffrey Angus, Albert Gu, Christopher Ré arXiv_CV arXiv_CV  Optimization  Pose  Classification  Image_Classification  PDF
• 2022-04-10 Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review    Ebenezer Olaniyi, Dong Chen, Yuzhen Lu, Yanbo Huang arXiv_CV arXiv_CV  Segmentation  Recognition  Review  Adversarial  Classification  Deep_Learning  Detection  Object_Detection  GAN  Image_Classification  PDF
• 2022-04-10 Is my Driver Observation Model Overconfident? Input-guided Calibration Networks for Reliable and Interpretable Confidence Estimates    Alina Roitberg, Kunyu Peng, David Schneider, Kailun Yang, Marios Koulakis, Manuel Martinez, Rainer Stiefelhagen arXiv_AI arXiv_AI  Enhancement  Recognition  Action_Recognition  Action  Classification  Activity  Image_Classification  Prediction  PDF
• 2022-04-09 Knowledge-Free Black-Box Watermark and Ownership Proof for Image Classification Neural Networks    Fangqi Li, Shilin Wang arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Image_Classification  PDF
• 2022-04-08 Does Robustness on ImageNet Transfer to Downstream Tasks?    Yutaro Yamada, Mayu Otani arXiv_CV arXiv_CV  Transformer  Segmentation  Transfer_Learning  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  Prediction  PDF
• 2022-04-08 SuperNet in Neural Architecture Search: A Taxonomic Survey    Stephen Cha, Taehyeon Kim, Hayeon Lee, Se-Young Yun arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Recognition  Optimization  Knowledge  Survey  Classification  Detection  Relation  Object_Detection  CNN  Image_Classification  PDF
• 2022-04-07 Total Variation Optimization Layers for Computer Vision    Raymond A. Yeh, Yuan-Ting Hu, Zhongzheng Ren, Alexander G. Schwing arXiv_CV arXiv_CV  Edge_Detection  Weakly_Supervised  Optimization  Pose  Classification  Detection  Denoising  Image_Classification  PDF
• 2022-04-07 Unified Contrastive Learning in Image-Text-Label Space    Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Bin Xiao, Ce Liu, Lu Yuan, Jianfeng Gao arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Recognition  Zero-Shot  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2022-04-07 Multi-Sample $ζ$-mixup: Richer, More Realistic Synthetic Samples from a $p$-Series Interpolant    Kumar Abhishek, Colin J. Brown, Ghassan Hamarneh arXiv_CV arXiv_CV  Regularization  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2022-04-07 Exploring Cross-Domain Pretrained Model for Hyperspectral Image Classification    Hyungtae Lee, Sungmin Eum, Heesung Kwon arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2022-04-06 Universal Representations: A Unified Look at Multiple Task and Domain Learning    Wei-Hong Li, Xialei Liu, Hakan Bilen arXiv_CV arXiv_CV  Optimization  Knowledge  Pose  Classification  Few-Shot  Image_Classification  Prediction  PDF
• 2022-04-06 CAIPI in Practice: Towards Explainable Interactive Medical Image Classification    Emanuel Slany, Yannik Ott, Stephan Scheele, Jan Paulus, Ute Schmid arXiv_CV arXiv_CV  Enhancement  Optimization  Face  Classification  Deep_Learning  Medical  Image_Classification  Prediction  PDF
• 2022-04-06 Fine-Grained Predicates Learning for Scene Graph Generation    Xinyu Lyu, Lianli Gao, Yuyu Guo, Zhou Zhao, Hao Huang, Heng Tao Shen, Jingkuan Song arXiv_CV arXiv_CV  Transformer  Pose  Classification  Image_Classification  PDF
• 2022-04-06 Contextual Attention Mechanism, SRGAN Based Inpainting System for Eliminating Interruptions from Images    Narayana Darapaneni, Vaibhav Kherde, Kameswara Rao, Deepali Nikam, Swanand Katdare, Anima Shukla, Anagha Lomate, Anwesh Reddy Paduri arXiv_AI arXiv_AI  Inpainting  Pose  Classification  Deep_Learning  Attention  GAN  CNN  Image_Classification  PDF
• 2022-04-06 Banana Sub-Family Classification and Quality Prediction using Computer Vision    Narayana Darapaneni, Arjun Tanndalam, Mohit Gupta, Neeta Taneja, Prabu Purushothaman, Swati Eswar, Anwesh Reddy Paduri, Thangaselvi Arichandrapandian arXiv_AI arXiv_AI  Transfer_Learning  Classification  Image_Classification  Prediction  PDF
• 2022-04-06 MixFormer: Mixing Features across Windows and Dimensions    Qiang Chen, Qiman Wu, Jian Wang, Qinghao Hu, Tao Hu, Errui Ding, Jian Cheng, Jingdong Wang arXiv_CV arXiv_CV  Transformer  Pose  Action  Classification  Attention  Image_Classification  Prediction  PDF
• 2022-04-05 MetaAudio: A Few-Shot Audio Classification Benchmark    Calum Heggan, Sam Budgett, Timothy Hospedales, Mehrdad Yaghoobi arXiv_SD arXiv_SD  Speech  Classification  Few-Shot  Image_Classification  PDF
• 2022-04-05 Real-time Hyperspectral Imaging in Hardware via Trained Metasurface Encoders    Maksim Makarenko, Arturo Burguete-Lopez, Qizhou Wang, Fedor Getman, Silvio Giancola, Bernard Ghanem, Andrea Fratalocchi arXiv_CV arXiv_CV  Reconstruction  Segmentation  Semantic_Segmentation  Recognition  Optimization  Knowledge  Face  Classification  Attention  Image_Classification  PDF
• 2022-04-05 LatentGAN Autoencoder: Learning Disentangled Latent Distribution    Sanket Kalwar, Animikh Aich, Tanay Dixit arXiv_CV arXiv_CV  Unsupervised  3D  Classification  GAN  Image_Classification  PDF
• 2022-04-04 MaxViT: Multi-Axis Vision Transformer    Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan Bovik, Yinxiao Li arXiv_CV arXiv_CV  Transformer  Pose  Action  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2022-04-04 MultiMAE: Multi-modal Multi-task Masked Autoencoders    Roman Bachmann, David Mizrahi, Andrei Atanov, Amir Zamir arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Image_Classification  PDF
• 2022-04-04 How stable are Transferability Metrics evaluations?    Andrea Agostinelli, Michal Pándy, Jasper Uijlings, Thomas Mensink, Vittorio Ferrari arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Image_Classification  PDF
• 2022-04-04 Generalized Zero Shot Learning For Medical Image Classification    Dwarikanath Mahapatra arXiv_CV arXiv_CV  Pose  Classification  Medical  Image_Classification  PDF
• 2022-04-04 BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning    Zhi Hou, Baosheng Yu, Chaoyue Wang, Yibing Zhan, Dacheng Tao arXiv_AI arXiv_AI  Transformer  Segmentation  Recognition  Represenation_Learning  Pose  Classification  Detection  Relation  Object_Detection  Attention  Image_Classification  Inference  Prediction  PDF
• 2022-04-04 Attribute Prototype Network for Any-Shot Learning    Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata arXiv_CV arXiv_CV  Image_Caption  Embedding  Zero-Shot  Represenation_Learning  Knowledge  Pose  Quantitative  Classification  Few-Shot  Image_Classification  PDF
• 2022-04-03 Revisiting a kNN-based Image Classification System with High-capacity Storage    Kengo Nakata, Youyang Ng, Daisuke Miyashita, Asuka Maki, Yu-Chieh Lin, Jun Deguchi arXiv_CV arXiv_CV  Knowledge  Classification  Image_Classification  Inference  PDF
• 2022-04-03 Kernel Extreme Learning Machine Optimized by the Sparrow Search Algorithm for Hyperspectral Image Classification    Zhixin Yan, Jiawei Huang, Kehua Xiang arXiv_CV arXiv_CV  Optimization  Regularization  Pose  Classification  Image_Classification  PDF
• 2022-04-02 Matching Feature Sets for Few-Shot Image Classification    Arman Afrasiyabi, Hugo Larochelle, Jean-François Lalonde, Christian Gagné arXiv_CV arXiv_CV  Pose  Classification  Few-Shot  Attention  Image_Classification  Inference  Matching  PDF
• 2022-04-02 TripleNet: A Low Computing Power Platform of Low-Parameter Network    Rui-Yang Ju, Ting-Yu Lin, Jia-Hao Jian, Jen-Shiun Chiang arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Attention  CNN  Image_Classification  PDF
• 2022-04-02 Mix-up Self-Supervised Learning for Contrast-agnostic Applications    Yichen Zhang, Yifang Yin, Ying Zhang, Roger Zimmermann arXiv_CV arXiv_CV  Reconstruction  Embedding  Self-Supervised  Classification  Detection  Object_Detection  Attention  Medical  Image_Classification  Prediction  PDF
• 2022-04-01 Proper Reuse of Image Classification Features Improves Object Detection    Cristina Vasconcelos, Vighnesh Birodkar, Vincent Dumoulin arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-03-31 Efficient Maximal Coding Rate Reduction by Variational Forms    Christina Baek, Ziyang Wu, Kwan Ho Ryan Chan, Tianjiao Ding, Yi Ma, Benjamin D. Haeffele arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2022-03-31 Deep Hyperspectral Unmixing using Transformer Network    Preetam Ghosh, Swalpa Kumar Roy, Bikram Koirala, Behnood Rasti, Paul Scheunders arXiv_CV arXiv_CV  Transformer  Review  Pose  Classification  CNN  Image_Classification  PDF
• 2022-03-31 Self-distillation Augmented Masked Autoencoders for Histopathological Image Classification    Yang Luo, Zhineng Chen, Xieping Gao arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  Classification  Attention  Image_Classification  PDF
• 2022-03-31 Multimodal Fusion Transformer for Remote Sensing Image Classification    Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, Jocelyn Chanussot arXiv_CV arXiv_CV  Transformer  Embedding  Pose  Classification  Detection  Attention  CNN  Image_Classification  PDF
• 2022-03-30 Fair Contrastive Learning for Facial Attribute Classification    Sungho Park, Jewook Lee, Pilhyeon Lee, Sunhee Hwang, Dohyung Kim, Hyeran Byun arXiv_CV arXiv_CV  Represenation_Learning  Pose  Contrastive_Learning  Face  Classification  Image_Classification  PDF
• 2022-03-30 SIT: A Bionic and Non-Linear Neuron for Spiking Neural Network    Cheng Jin, Rui-Jie Zhu, Xiao Wu, Liang-Jian Deng arXiv_CV arXiv_CV  Gesture  Classification  Image_Classification  PDF
• 2022-03-29 CHEX: CHannel EXploration for CNN Model Compression    Zejiang Hou, Minghai Qin, Fei Sun, Xiaolong Ma, Kun Yuan, Yi Xu, Yen-Kuang Chen, Rong Jin, Yuan Xie, Sun-Yuan Kung arXiv_CV arXiv_CV  Segmentation  3D  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2022-03-29 Treatment Learning Transformer for Noisy Image Classification    Chao-Han Huck Yang, I-Te Danny Hung, Yi-Chieh Liu, Pin-Yu Chen arXiv_AI arXiv_AI  Transformer  Style_Transfer  Adversarial  Pose  Classification  Deep_Learning  Relation  Image_Classification  Inference  Prediction  PDF
• 2022-03-29 Parameter-efficient Fine-tuning for Vision Transformers    Xuehai He, Chunyuan Li, Pengchuan Zhang, Jianwei Yang, Xin Eric Wang arXiv_AI arXiv_AI  Transformer  Pose  Classification  Image_Classification  Language_Model  PDF
• 2022-03-29 Edge Detection and Deep Learning Based SETI Signal Classification Method    Zhewei Chen, Sami Ahmed Haider arXiv_CV arXiv_CV  Edge_Detection  Pose  Classification  Deep_Learning  Detection  Image_Classification  PDF
• 2022-03-29 4Weed Dataset: Annotated Imagery Weeds Dataset    Varun Aggarwal, Aanis Ahmad, Aaron Etienne, Dharmendra Saraswat arXiv_CV arXiv_CV  Classification  Deep_Learning  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2022-03-28 Neurosymbolic hybrid approach to driver collision warning    Kyongsik Yun, Thomas Lu, Alexander Huyen, Patrick Hammer, Pei Wang arXiv_CV arXiv_CV  Tracking  Recognition  Adversarial  Classification  Deep_Learning  Detection  Object_Detection  Image_Classification  Autonomous  PDF
• 2022-03-28 A Fast and Efficient Conditional Learning for Tunable Trade-Off between Accuracy and Robustness    Souvik Kundu, Sairam Sundaresan, Massoud Pedram, Peter A. Beerel arXiv_CV arXiv_CV  Sparse  Adversarial  Classification  Image_Classification  PDF
• 2022-03-28 Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model    Yu Du, Fangyun Wei, Zihe Zhang, Miaojing Shi, Yue Gao, Guoqi Li arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Represenation_Learning  Pose  Classification  Detection  Object_Detection  Image_Classification  Language_Model  PDF
• 2022-03-28 WSEBP: A Novel Width-depth Synchronous Extension-based Basis Pursuit Algorithm for Multi-Layer Convolutional Sparse Coding    Haitong Tang, Shuang He, Lingbing Bian, Zhiming Cui, Nizhuan Wang arXiv_AI arXiv_AI  Sparse  Pose  Classification  CNN  Image_Classification  PDF
• 2022-03-27 Image quality assessment for machine learning tasks using meta-reinforcement learning    Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M.C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu arXiv_CV arXiv_CV  Segmentation  Reinforcement_Learning  Pose  Classification  Detection  Image_Classification  QA  PDF
• 2022-03-27 Knowledge Mining with Scene Text for Fine-Grained Recognition    Hao Wang, Junchao Liao, Tianheng Cheng, Zewen Gao, Hao Liu, Bo Ren, Xiang Bai, Wenyu Liu arXiv_CV arXiv_CV  Image_Caption  Recognition  Bert  Knowledge  Pose  Scene_Text  Action  Classification  Relation  Activity  Image_Classification  PDF
• 2022-03-27 How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective    Yimeng Zhang, Yuguang Yao, Jinghan Jia, Jinfeng Yi, Mingyi Hong, Shiyu Chang, Sijia Liu arXiv_AI arXiv_AI  Reconstruction  Optimization  Adversarial  Pose  Classification  Image_Classification  PDF
• 2022-03-26 Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation    Guanglei Yang, Enrico Fini, Dan Xu, Paolo Rota, Mingli Ding, Moin Nabi, Xavier Alameda-Pineda, Elisa Ricci arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Knowledge  Pose  Contrastive_Learning  Classification  Deep_Learning  Detection  Object_Detection  Image_Classification  PDF
• 2022-03-26 Does Monocular Depth Estimation Provide Better Pre-training than Classification for Semantic Segmentation?    Dong Lao, Alex Wong, Stefano Soatto arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Self-Supervised  Pose  Classification  Relation  Image_Classification  PDF
• 2022-03-25 A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration    Ramya Hebbalaguppe, Jatin Prakash, Neelabh Madan, Chetan Arora arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Pose  Classification  Image_Classification  Prediction  PDF
• 2022-03-25 Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness    Giulio Lovisotto, Nicole Finnie, Mauricio Munoz, Chaithanya Kumar Mummadi, Jan Hendrik Metzen arXiv_CV arXiv_CV  Transformer  Recognition  Adversarial  Pose  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2022-03-25 Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation    Jinheng Xie, Jianfeng Xiang, Junliang Chen, Xianxu Hou, Xiaodong Zhao, Linlin Shen arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Weakly_Supervised  Pose  Contrastive_Learning  Classification  Relation  Image_Classification  PDF
• 2022-03-24 Repairing Group-Level Errors for DNNs Using Weighted Regularization    Ziyuan Zhong, Yuchi Tian, Conor J.Sweeney, Vicente Ordonez-Roman, Baishakhi Ray arXiv_AI arXiv_AI  Regularization  Pose  Classification  Image_Classification  Inference  PDF
• 2022-03-24 Moving Window Regression: A Novel Approach to Ordinal Regression    Nyeong-Ho Shin, Seon-Ho Lee, Chang-Su Kim arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2022-03-24 Locally Asynchronous Stochastic Gradient Descent for Decentralised Deep Learning    Tomer Avidor, Nadav Tal Israel arXiv_AI arXiv_AI  Gradient_Descent  Sparse  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2022-03-24 Transformers Meet Visual Learning Understanding: A Comprehensive Review    Yuting Yang, Licheng Jiao, Xu Liu, Fang Liu, Shuyuan Yang, Zhixi Feng, Xu Tang arXiv_CV arXiv_CV  Transformer  Segmentation  Tracking  Object_Tracking  Review  Classification  Detection  Object_Detection  Attention  Image_Classification  Video_Classification  PDF
• 2022-03-24 The Fixed Sub-Center: A Better Way to Capture Data Complexity    Zhemin Zhang, Xun Gong arXiv_CV arXiv_CV  Recognition  Pose  Classification  Image_Classification  PDF
• 2022-03-24 NPC: Neuron Path Coverage via Characterizing Decision Logic of Deep Neural Networks    Xiaofei Xie, Tianlin Li, Jian Wang, Lei Ma, Qing Guo, Felix Juefei-Xu, Yang Liu arXiv_CV arXiv_CV  Recognition  Adversarial  Pose  Classification  Deep_Learning  Detection  Relation  Image_Classification  PDF
• 2022-03-24 When Accuracy Meets Privacy: Two-Stage Federated Transfer Learning Framework in Classification of Medical Images on Limited Data: A COVID-19 Case Study    Alexandros Shikun Zhang, Naomi Fengqi Li arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2022-03-23 Multidimensional Belief Quantification for Label-Efficient Meta-Learning    Deep Pandey, Qi Yu arXiv_CV arXiv_CV  Optimization  Pose  Classification  Relation  Few-Shot  Image_Classification  Prediction  PDF
• 2022-03-23 U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search    Ahmet Caner Yüzügüler, Nikolaos Dimitriadis, Pascal Frossard arXiv_CV arXiv_CV  NAS  Optimization  Pose  Classification  Image_Classification  Inference  PDF
• 2022-03-22 DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification    Hongrun Zhang, Yanda Meng, Yitian Zhao, Yihong Qiao, Xiaoyun Yang, Sarah E. Coupland, Yalin Zheng arXiv_CV arXiv_CV  Pose  Face  Classification  Attention  Image_Classification  PDF
• 2022-03-22 Learning Patch-to-Cluster Attention in Vision Transformer    Ryan Grainger, Thomas Paniagua, Xi Song, Tianfu Wu arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  Pose  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2022-03-22 Focal Modulation Networks    Jianwei Yang, Chunyuan Li, Jianfeng Gao arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Action  Classification  Detection  Object_Detection  Attention  CNN  Image_Classification  PDF
• 2022-03-22 FedDC: Federated Learning with Non-IID Data via Local Drift Decoupling and Correction    Liang Gao, Huazhu Fu, Li Li, Yingwen Chen, Ming Xu, Cheng-Zhong Xu arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  PDF
• 2022-03-21 Training Quantised Neural Networks with STE Variants: the Additive Noise Annealing Algorithm    Matteo Spallanzani, Gian Paolo Leonardi, Luca Benini arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  Inference  PDF
• 2022-03-21 Image Classification on Accelerated Neural Networks    Ilkay Sikdokur, Inci Baytas, Arda Yurdakul arXiv_CV arXiv_CV  Classification  Deep_Learning  CNN  Image_Classification  Inference  PDF
• 2022-03-21 MTBF-33: A multi-temporal building footprint dataset for 33 counties in the United States    Johannes H. Uhl, Stefan Leyk arXiv_CV arXiv_CV  Reconstruction  Pose  Quantitative  Classification  Image_Classification  PDF
• 2022-03-21 Towards Self-Supervised Gaze Estimation    Arya Farkhondeh, Cristina Palmero, Simone Scardapane, Sergio Escalera arXiv_CV arXiv_CV  Embedding  Recognition  Self-Supervised  Pose  Face  Classification  Gaze_Estimation  Image_Classification  PDF
• 2022-03-20 CRISPnet: Color Rendition ISP Net    Matheus Souza, Wolfgang Heidrich arXiv_CV arXiv_CV  Restoration  Classification  Denoising  Attention  Image_Classification  PDF
• 2022-03-20 Vision Transformer with Convolutions Architecture Search    Haichao Zhang, Kuangrong Hao, Witold Pedrycz, Lei Gao, Xuesong Tang, Bing Wei arXiv_CV arXiv_CV  Transformer  NAS  Recognition  Pose  Classification  Detection  Relation  Object_Detection  Attention  CNN  Image_Classification  PDF
• 2022-03-20 CLIP on Wheels: Zero-Shot Object Navigation as Object Localization and Exploration    Samir Yitzhak Gadre, Mitchell Wortsman, Gabriel Ilharco, Ludwig Schmidt, Shuran Song arXiv_RO arXiv_RO  Zero-Shot  Classification  Image_Classification  Inference  PDF
• 2022-03-19 Incremental Few-Shot Learning via Implanting and Compressing    Yiting Li, Haiyue Zhu, Xijia Feng, Zilong Cheng, Jun Ma, Cheng Xiang, Prahlad Vadakkepat, Tong Heng Lee arXiv_CV arXiv_CV  Reconstruction  Embedding  Knowledge  Pose  Classification  Detection  Few-Shot  Object_Detection  Image_Classification  PDF
• 2022-03-18 Three things everyone should know about Vision Transformers    Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Jakob Verbeek, Hervé Jégou arXiv_CV arXiv_CV  Transformer  Segmentation  Bert  Self-Supervised  Action  Classification  Detection  Attention  Image_Classification  PDF
• 2022-03-18 Do Deep Networks Transfer Invariances Across Classes?    Allan Zhou, Fahim Tajwar, Alexander Robey, Tom Knowles, George J. Pappas, Hamed Hassani, Chelsea Finn arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2022-03-17 Transframer: Arbitrary Frame Prediction with Generative Models    Charlie Nash, João Carreira, Jacob Walker, Iain Barr, Andrew Jaegle, Mateusz Malinowski, Peter Battaglia arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Sparse  Pose  Classification  Few-Shot  Image_Classification  Optical_Flow  Prediction  PDF
• 2022-03-17 An Interactive Explanatory AI System for Industrial Quality Control    Dennis Müller, Michael März, Stephan Scheele, Ute Schmid arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Detection  Relation  CNN  Image_Classification  Inference  PDF
• 2022-03-17 Do We Really Need a Learnable Classifier at the End of Deep Neural Network?    Yibo Yang, Liang Xie, Shixiang Chen, Xiangtai Li, Zhouchen Lin, Dacheng Tao arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2022-03-17 DATA: Domain-Aware and Task-Aware Pre-training    Qing Chang, Junran Peng, Lingxie Xie, Jiajun Sun, Haoran Yin, Qi Tian, Zhaoxiang Zhang arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Knowledge  Self-Supervised  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-03-16 Meta-Learning of NAS for Few-shot Learning in Medical Image Applications    Viet-Khoa Vo-Ho, Kashu Yamazaki, Hieu Hoang, Minh-Triet Tran, Ngan Le arXiv_CV arXiv_CV  NAS  Reconstruction  Segmentation  Review  Classification  Deep_Learning  Detection  Few-Shot  Medical  Image_Classification  PDF
• 2022-03-16 A Continual Learning Framework for Adaptive Defect Classification and Inspection    Wenbo Sun, Raed Al Kontar, Judy Jin, Tzyy-Shuh Chang arXiv_CV arXiv_CV  Point_Cloud  3D  Pose  Face  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-03-16 UnseenNet: Fast Training Detector for Any Unseen Concept    Asra Aslam, Edward Curry arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Detection  Few-Shot  Object_Detection  Image_Classification  PDF
• 2022-03-16 Decoupled Knowledge Distillation    Borui Zhao, Quan Cui, Renjie Song, Yiyu Qiu, Jiajun Liang arXiv_AI arXiv_AI  Knowledge  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-03-16 Application of Quantum Density Matrix in Classical Question Answering and Classical Image Classification    X. Q. Zhao, H. Wan, H. Chen, L. Su, Z. L. Huang, L. Z. Li arXiv_CL arXiv_CL  RNN  Classification  Relation  CNN  Image_Classification  QA  PDF
• 2022-03-16 Learning to Generate Synthetic Training Data using Gradient Matching and Implicit Differentiation    Dmitry Medvedev, Alexander D'yakonov arXiv_AI arXiv_AI  Classification  Image_Classification  Matching  PDF
• 2022-03-16 Is it all a cluster game? -- Exploring Out-of-Distribution Detection based on Clustering in the Embedding Space    Poulami Sinhamahapatra, Rajat Koner, Karsten Roscher, Stephan Günnemann arXiv_CV arXiv_CV  Embedding  Self-Supervised  Contrastive_Learning  Classification  Detection  Relation  Image_Classification  PDF
• 2022-03-16 Open Set Recognition using Vision Transformer with an Additional Detection Head    Feiyang Cai, Zhenkai Zhang, Jie Liu, Xenofon Koutsoukos arXiv_AI arXiv_AI  Transformer  Recognition  Knowledge  Pose  Classification  Detection  Image_Classification  PDF
• 2022-03-15 2-speed network ensemble for efficient classification of incremental land-use/land-cover satellite image chips    Michael James Horry, Subrata Chakraborty, Biswajeet Pradhan, Nagesh Shukla, Sanjoy Paul arXiv_CV arXiv_CV  Transformer  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2022-03-15 Towards understanding deep learning with the natural clustering prior    Simon Carbonnelle arXiv_AI arXiv_AI  Unsupervised  Knowledge  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2022-03-15 One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning    Sharath Girish, Debadeepta Dey, Neel Joshi, Vibhav Vineet, Shital Shah, Caio Cesar Teodoro Mendes, Abhinav Shrivastava, Yale Song arXiv_AI arXiv_AI  NAS  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2022-03-15 Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy    Yuanhan Zhang, Qinghong Sun, Yichun Zhou, Zexin He, Zhenfei Yin, Kun Wang, Lu Sheng, Yu Qiao, Jing Shao, Ziwei Liu arXiv_CV arXiv_CV  Classification  Detection  Image_Classification  PDF
• 2022-03-15 Meta Ordinal Regression Forest for Medical Image Classification with Ordinal Labels    Yiming Lei, Haiping Zhu, Junping Zhang, Hongming Shan arXiv_CV arXiv_CV  Pose  Classification  Relation  Medical  CNN  Image_Classification  Prediction  PDF
• 2022-03-15 InsCon:Instance Consistency Feature Representation via Self-Supervised Learning    Junwei Yang, Ke Zhang, Zhaolin Cui, Jinming Su, Junfeng Luo, Xiaolin Wei arXiv_CV arXiv_CV  Segmentation  Recognition  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  Image_Classification  Prediction  PDF
• 2022-03-15 Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness    Tejas Gokhale, Swaroop Mishra, Man Luo, Bhavdeep Singh Sachdeva, Chitta Baral arXiv_CL arXiv_CL  Adversarial  Pose  Classification  Relation  Image_Classification  Inference  PDF
• 2022-03-14 On the Calibration of Pre-trained Language Models using Mixup Guided by Area Under the Margin and Saliency    Seo Yeon Park, Cornelia Caragea arXiv_CL arXiv_CL  Salient  Pose  Classification  Detection  Image_Classification  Inference  Language_Model  PDF
• 2022-03-14 Cross-View-Prediction: Exploring Contrastive Feature for Hyperspectral Image Classification    Haotian Wu, Anyu Zhang, Zeyu Cao arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Contrastive_Learning  Classification  Image_Classification  Prediction  PDF
• 2022-03-14 UniVIP: A Unified Framework for Self-Supervised Visual Pre-training    Zhaowen Li, Yousong Zhu, Fan Yang, Wei Li, Chaoyang Zhao, Yingying Chen, Zhiyang Chen, Jiahao Xie, Liwei Wu, Rui Zhao, Ming Tang, Jinqiao Wang arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  Pose  Classification  Detection  Relation  Object_Detection  Image_Classification  PDF
• 2022-03-11 Spatial Consistency Loss for Training Multi-Label Classifiers from Single-Label Annotations    Thomas Verelst, Paul K. Rubenstein, Marcin Eichner, Tinne Tuytelaars, Maxim Berman arXiv_CV arXiv_CV  Weakly_Supervised  Classification  Image_Classification  Prediction  PDF
• 2022-03-11 Sparse Subspace Clustering for Concept Discovery    Johanna Vielhaben, Stefan Blücher, Nils Strodthoff arXiv_AI arXiv_AI  Sparse  Pose  Classification  Image_Classification  PDF
• 2022-03-11 Learning from Attacks: Attacking Variational Autoencoder for Improving Image Classification    Jianzhang Zheng, Fan Yang, Hao Shen, Xuan Tang, Mingsong Chen, Liang Song, Xian Wei arXiv_AI arXiv_AI  Adversarial  Pose  Classification  Image_Classification  Prediction  PDF
• 2022-03-11 QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization    Xiuying Wei, Ruihao Gong, Yuhang Li, Xianglong Liu, Fengwei Yu arXiv_CV arXiv_CV  Reconstruction  Quantization  Text_Classification  Pose  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2022-03-10 Deep Multimodal Guidance for Medical Image Classification    Mayur Mallya, Ghassan Hamarneh arXiv_CV arXiv_CV  Knowledge  Classification  Deep_Learning  Medical  Image_Classification  Inference  PDF
• 2022-03-10 Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time    Mitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, Rebecca Roelofs, Raphael Gontijo-Lopes, Ari S. Morcos, Hongseok Namkoong, Ali Farhadi, Yair Carmon, Simon Kornblith, Ludwig Schmidt arXiv_CV arXiv_CV  Zero-Shot  Classification  Relation  Image_Classification  Inference  Prediction  PDF
• 2022-03-09 Multiscale Convolutional Transformer with Center Mask Pretraining for Hyperspectral Image Classificationtion    Yifan Wang, Sen Jia, Zhongfan Zhang arXiv_CV arXiv_CV  Transformer  Reconstruction  Embedding  Self-Supervised  Pose  Face  Action  Classification  Deep_Learning  Relation  CNN  Image_Classification  PDF
• 2022-03-09 Uni4Eye: Unified 2D and 3D Self-supervised Pre-training via Masked Image Modeling Transformer for Ophthalmic Image Classification    Zhiyuan Cai, Huaqing He, Li Lin, Xiaoying Tang arXiv_CV arXiv_CV  Transformer  Reconstruction  Embedding  3D  Self-Supervised  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2022-03-08 Graph Attention Transformer Network for Multi-Label Image Classification    Jin Yuan, Shikai Chen, Yao Zhang, Zhongchao Shi, Xin Geng, Jianping Fan, Yong Rui arXiv_CV arXiv_CV  Transformer  Embedding  Pose  Classification  Relation  Attention  Image_Classification  PDF
• 2022-03-08 Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention    Kai Liu, Tianyi Wu, Cong Liu, Guodong Guo arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2022-03-08 Part-Aware Self-Supervised Pre-Training for Person Re-Identification    Kuan Zhu, Haiyun Guo, Tianyi Yan, Yousong Zhu, Jinqiao Wang, Ming Tang arXiv_CV arXiv_CV  Person_Re-identification  Self-Supervised  Pose  Classification  Re-identification  Image_Classification  PDF
• 2022-03-08 Discriminability-Transferability Trade-Off: An Information-Theoretic Perspective    Quan Cui, Bingchen Zhao, Zhao-Min Chen, Borui Zhao, Renjie Song, Jiajun Liang, Boyan Zhou, Osamu Yoshie arXiv_AI arXiv_AI  Transfer_Learning  Classification  Image_Classification  PDF
• 2022-03-07 Graph Neural Networks for Image Classification and Reinforcement Learning using Graph representations    Naman Goyal, David Steiner arXiv_CV arXiv_CV  Reinforcement_Learning  Classification  Image_Classification  Prediction  PDF
• 2022-03-07 Explaining Classifiers by Constructing Familiar Concepts    Johannes Schneider, Michail Vlachos arXiv_CV arXiv_CV  Recognition  Salient  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2022-03-07 Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information    Lingfeng Yang, Xiang Li, Renjie Song, Borui Zhao, Juntian Tao, Shihao Zhou, Jiajun Liang, Jian Yang arXiv_CV arXiv_CV  Image_Caption  Embedding  Knowledge  Pose  Classification  Image_Classification  PDF
• 2022-03-04 DiT: Self-supervised Pre-training for Document Image Transformer    Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei arXiv_CV arXiv_CV  Image_Caption  Transformer  Self-Supervised  Pose  Classification  Detection  Image_Classification  PDF
• 2022-03-04 FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis    Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  Image_Classification  Inference  PDF
• 2022-03-03 Random Quantum Neural Networks for Noisy Image Recognition    Debanjan Konar, Erol Gelenbe, Soham Bhandary, Aditya Das Sarma, Attila Cangi arXiv_CV arXiv_CV  Recognition  RNN  Pose  Classification  CNN  Image_Classification  PDF
• 2022-03-03 Ensembles of Vision Transformers as a New Paradigm for Automated Classification in Ecology    S. Kyathanahally, T. Hardeman, M. Reyes, E. Merz, T. Bulas, F. Pomati, M. Baity-Jesi arXiv_CV arXiv_CV  Transformer  Classification  Deep_Learning  GAN  Image_Classification  Prediction  PDF
• 2022-03-02 Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification    Kai Yi, Xiaoqian Shen, Yunhao Gou, Mohamed Elhoseiny arXiv_CV arXiv_CV  Recognition  Zero-Shot  Knowledge  Pose  Classification  Relation  Few-Shot  Image_Classification  PDF
• 2022-03-02 ADVISE: ADaptive Feature Relevance and VISual Explanations for Convolutional Neural Networks    Mohammad Mahdi Dehshibi, Mona Ashtari-Majlan, Gereziher Adhane, David Masip arXiv_CV arXiv_CV  Pose  Quantitative  Classification  CNN  Image_Classification  PDF
• 2022-03-02 Visual Feature Encoding for GNNs on Road Networks    Oliver Stromann, Alireza Razavi, Michael Felsberg arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2022-03-02 Aggregated Pyramid Vision Transformer: Split-transform-merge Strategy for Image Recognition without Convolutions    Rui-Yang Ju, Ting-Yu Lin, Jen-Shiun Chiang, Jia-Hao Jian, Yu-Shian Lin, Liu-Rui-Yi Huang arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Recognition  Pose  Classification  Detection  Object_Detection  Attention  GAN  CNN  Image_Classification  PDF
• 2022-03-01 Semi-supervised Deep Learning for Image Classification with Distribution Mismatch: A Survey    Saul Calderon-Ramirez, Shengxiang Yang, David Elizondo arXiv_AI arXiv_AI  Recognition  Pose  Survey  Classification  Deep_Learning  Medical  Image_Classification  Autonomous  PDF
• 2022-02-28 Attribute Descent: Simulating Object-Centric Datasets on the Content Level and Beyond    Yue Yao, Liang Zheng, Xiaodong Yang, Milind Napthade, Tom Gedeon arXiv_CV arXiv_CV  Optimization  Pose  Classification  Re-identification  Image_Classification  PDF
• 2022-02-28 ESW Edge-Weights : Ensemble Stochastic Watershed Edge-Weights for Hyperspectral Image Classification    Rohan Agarwal, Aman Aziz, Aditya Suraj Krishnan, Aditya Challa, Sravan Danda arXiv_CV arXiv_CV  Unsupervised  Knowledge  Pose  Classification  Image_Classification  PDF
• 2022-02-27 Synergistic Network Learning and Label Correction for Noise-robust Image Classification    Chen Gong, Kong Bin, Eric J. Seibel, Xin Wang, Youbing Yin, Qi Song arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2022-02-26 On-chip QNN: Towards Efficient On-Chip Training of Quantum Neural Networks    Hanrui Wang, Zirui Li, Jiaqi Gu, Yongshan Ding, David Z. Pan, Song Han arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2022-02-26 Relational Surrogate Loss Learning    Tao Huang, Zekang Li, Hua Lu, Yong Shan, Shusheng Yang, Yang Feng, Fei Wang, Shan You, Chang Xu arXiv_CV arXiv_CV  Optimization  Pose_Estimation  Pose  Classification  Relation  Image_Classification  PDF
• 2022-02-25 TeachAugment: Data Augmentation Optimization Using Teacher Knowledge    Teppei Suzuki arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Optimization  Represenation_Learning  Knowledge  Adversarial  Pose  Classification  Image_Classification  PDF
• 2022-02-25 RRL:Regional Rotation Layer in Convolutional Neural Networks    Zongbo Hao, Tao Zhang, Mingwang Chen, Kaixu Zhou arXiv_CV arXiv_CV  Enhancement  Pose  Action  Classification  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2022-02-25 Monogenic Wavelet Scattering Network for Texture Image Classification    Wai Ho Chak, Naoki Saito arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2022-02-24 New Benchmark for Household Garbage Image Recognition    Zhize Wu, Huanyi Li, Xiaofeng Wang, Zijun Wu, Le Zou, Lixiang Xu, Ming Tan arXiv_CV arXiv_CV  Image_Caption  Recognition  Represenation_Learning  Face  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2022-02-23 Image Classification on Small Datasets via Masked Feature Mixing    Christoph Reinders, Frederik Schubert, Bodo Rosenhahn arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2022-02-23 Deep Learning Reproducibility and Explainable AI    A.-M. Leventi-Peetz, T. Östreich arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2022-02-23 Mixed-Block Neural Architecture Search for Medical Image Segmentation    Martijn M.A. Bosma, Arkadiy Dushatskiy, Monika Grewal, Tanja Alderliesten, Peter A. N. Bosman arXiv_CV arXiv_CV  NAS  Segmentation  Pose  Action  Classification  Medical  Image_Classification  PDF
• 2022-02-22 Retrieval Augmented Classification for Long-Tail Visual Recognition    Alexander Long, Wei Yin, Thalaiyasingam Ajanthan, Vu Nguyen, Pulak Purkait, Ravi Garg, Alan Blair, Chunhua Shen, Anton van den Hengel arXiv_CV arXiv_CV  Recognition  Classification  Image_Classification  PDF
• 2022-02-22 Efficient and Differentiable Conformal Prediction with General Function Classes    Yu Bai, Song Mei, Huan Wang, Yingbo Zhou, Caiming Xiong arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  Prediction  PDF
• 2022-02-22 Cut and Continuous Paste towards Real-time Deep Fall Detection    Sunhee Hwang, Minsong Ki, Seung-Hyun Lee, Sanghoon Park, Byoung-Ki Jeon arXiv_CV arXiv_CV  Surveillance  Pose  Quantitative  Classification  Deep_Learning  Detection  CNN  Image_Classification  Inference  PDF
• 2022-02-21 A Self-Supervised Descriptor for Image Copy Detection    Ed Pizzi, Sreya Dutta Roy, Sugosh Nagavara Ravindra, Priya Goyal, Matthijs Douze arXiv_CV arXiv_CV  Regularization  Self-Supervised  Contrastive_Learning  Classification  Detection  Image_Classification  Matching  PDF
• 2022-02-20 Visual Attention Network    Meng-Hao Guo, Cheng-Ze Lu, Zheng-Ning Liu, Ming-Ming Cheng, Shi-Min Hu arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Relation  Object_Detection  Attention  CNN  Image_Classification  PDF
• 2022-02-20 Imbalanced Malware Images Classification: a CNN based Approach    Songqing Yue, Tianyang Wang arXiv_CV arXiv_CV  Pose  Classification  Detection  CNN  Image_Classification  PDF
• 2022-02-18 DataMUX: Data Multiplexing for Neural Networks    Vishvak Murahari, Carlos E. Jimenez, Runzhe Yang, Karthik Narasimhan arXiv_AI arXiv_AI  Transformer  Recognition  Classification  Attention  Image_Classification  Inference  Prediction  PDF
• 2022-02-17 Two-Stage Architectural Fine-Tuning with Neural Architecture Search using Early-Stopping in Image Classification    Youngkee Kim, Won Joon Yun, Youn Kyu Lee, Joongheon Kim arXiv_AI arXiv_AI  NAS  Transfer_Learning  Pose  Classification  CNN  Image_Classification  PDF
• 2022-02-17 EBHI:A New Enteroscope Biopsy Histopathological H&E Image Dataset for Image Classification Evaluation    Weiming Hu, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Yong Zhang, Haoyuan Chen, Wanli Liu, Yudong Yao, Hongzan Sun, Ning Xu, Xinyu Huang, Marcin Grzegorze arXiv_CV arXiv_CV  Transformer  Knowledge  Pose  Classification  Deep_Learning  Detection  CNN  Image_Classification  PDF
• 2022-02-17 Dynamic Object Comprehension: A Framework For Evaluating Artificial Visual Perception    Scott Y.L. Chin, Bradley R. Quinton arXiv_AI arXiv_AI  Pose  Face  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-02-17 MLP-ASR: Sequence-length agnostic all-MLP architectures for speech recognition    Jin Sakuma, Tatsuya Komatsu, Robin Scheibler arXiv_SD arXiv_SD  Recognition  Speech  Pose  Classification  Attention  Speech_Recognition  Image_Classification  PDF
• 2022-02-16 Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision    Priya Goyal, Quentin Duval, Isaac Seessel, Mathilde Caron, Mannat Singh, Ishan Misra, Levent Sagun, Armand Joulin, Piotr Bojanowski arXiv_AI arXiv_AI  Embedding  Recognition  Salient  Self-Supervised  Classification  Detection  Image_Classification  PDF
• 2022-02-16 Unified smoke and fire detection in an evolutionary framework with self-supervised progressive data augment    Hang Zhang, Su Yang, Hongyong Wang, zhongyan lu, helin sun arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  Detection  Image_Classification  PDF
• 2022-02-16 ActionFormer: Localizing Moments of Actions with Transformers    Chenlin Zhang, Jianxin Wu, Yin Li arXiv_CV arXiv_CV  Transformer  Video_Caption  Action_Localization  Action  Classification  Detection  Object_Detection  Attention  Activity  Image_Classification  PDF
• 2022-02-16 Cross-Modal Common Representation Learning with Triplet Loss Functions    Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler arXiv_CV arXiv_CV  Embedding  Handwriting  Recognition  Represenation_Learning  Pose  Classification  Image_Classification  PDF
• 2022-02-16 Applying adversarial networks to increase the data efficiency and reliability of Self-Driving Cars    Aakash Kumar arXiv_CV arXiv_CV  Adversarial  Classification  GAN  CNN  Image_Classification  PDF
• 2022-02-15 ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification    Thomas Stegmüller, Antoine Spahr, Behzad Bozorgtabar, Jean-Philippe Thiran arXiv_CV arXiv_CV  Transformer  Pose  Action  Classification  Attention  Image_Classification  Prediction  PDF
• 2022-02-15 Improving the repeatability of deep learning models with Monte Carlo dropout    Andreanne Lemay, Katharina Hoebel, Christopher P. Bridge, Brian Befano, Silvia De Sanjosé, Diden Egemen, Ana Cecilia Rodriguez, Mark Schiffman, John Peter Campbell, Jayashree Kalpathy-Cramer arXiv_CV arXiv_CV  Classification  Deep_Learning  Attention  Medical  Image_Classification  Prediction  PDF
• 2022-02-15 DualConv: Dual Convolutional Kernels for Lightweight Deep Neural Networks    Jiachen Zhong, Junying Chen, Ajmal Mian arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2022-02-15 A precortical module for robust CNNs to light variations    R. Fioresi, J. Petkovic arXiv_AI arXiv_AI  Classification  CNN  Image_Classification  PDF
• 2022-02-15 Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest Filters    Mingbao Lin, Liujuan Cao, Yuxin Zhang, Ling Shao, Chia-Wen Lin, Rongrong Ji arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  Recommendation  PDF
• 2022-02-15 Multi-task UNet: Jointly Boosting Saliency Prediction and Disease Classification on Chest X-ray Images    Hongzhi Zhu, Robert Rohling, Septimiu Salcudean arXiv_CV arXiv_CV  Salient  Pose  Classification  Deep_Learning  Attention  Medical  Image_Classification  Prediction  PDF
• 2022-02-14 Discriminability-enforcing loss to improve representation learning    Florinel-Alin Croitoru, Diana-Nicoleta Grigore, Radu Tudor Ionescu arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Classification  CNN  Image_Classification  PDF
• 2022-02-14 Wukong: 100 Million Large-scale Chinese Cross-modal Pre-training Dataset and A Foundation Framework    Jiaxi Gu, Xiaojun Meng, Guansong Lu, Lu Hou, Minzhe Niu, Hang Xu, Xiaodan Liang, Wei Zhang, Xin Jiang, Chunjing Xu arXiv_CV arXiv_CV  Zero-Shot  Classification  Image_Classification  PDF
• 2022-02-14 Faster hyperspectral image classification based on selective kernel mechanism using deep convolutional networks    Guandong Li, Chunju Zhang arXiv_CV arXiv_CV  3D  Pose  Action  Classification  Attention  CNN  Image_Classification  PDF
• 2022-02-13 BViT: Broad Attention based Vision Transformer    Nannan Li, Yaran Chen, Weifan Li, Zixiang Ding, Dongbin Zhao arXiv_CV arXiv_CV  Transformer  Recognition  Pose  Classification  Relation  Attention  Image_Classification  PDF
• 2022-02-13 Source-Free Progressive Graph Learning for Open-Set Domain Adaptation    Yadan Luo, Zijian Wang, Zhuoxiao Chen, Zi Huang, Mahsa Baktashmotlagh arXiv_CV arXiv_CV  Unsupervised  Recognition  Pose  Action_Recognition  Action  Classification  Attention  Image_Classification  Prediction  PDF
• 2022-02-12 Indication as Prior Knowledge for Multimodal Disease Classification in Chest Radiographs with Transformers    Grzegorz Jacenków, Alison Q. O'Neil, Sotirios A. Tsaftaris arXiv_CV arXiv_CV  Transformer  Bert  Knowledge  Classification  Image_Classification  PDF
• 2022-02-12 Fuzzy Pooling    Dimitrios E. Diamantis, Dimitris K. Iakovidis arXiv_AI arXiv_AI  Pose  Action  Classification  CNN  Image_Classification  PDF
• 2022-02-12 Open-set Adversarial Defense with Clean-Adversarial Mutual Learning    Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel arXiv_CV arXiv_CV  Recognition  Knowledge  Adversarial  Pose  Classification  Deep_Learning  Denoising  Image_Classification  PDF
• 2022-02-11 Entroformer: A Transformer-based Entropy Model for Learned Image Compression    Yichen Qian, Ming Lin, Xiuyu Sun, Zhiyu Tan, Rong Jin arXiv_CV arXiv_CV  Transformer  Pose  Classification  Attention  Image_Compression  CNN  Image_Classification  PDF
• 2022-02-11 Exemplar-free Online Continual Learning    Jiangpeng He, Fengqing Zhu arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Image_Classification  PDF
• 2022-02-10 Feature-level augmentation to improve robustness of deep neural networks to affine transformations    Adrian Sandru, Mariana-Iuliana Georgescu, Radu Tudor Ionescu arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2022-02-10 Spherical Transformer    Sungmin Cho, Raehyuk Jung, Junseok Kwon arXiv_CV arXiv_CV  Transformer  Pose  Face  Classification  CNN  Image_Classification  PDF
• 2022-02-09 Image Difference Captioning with Pre-training and Contrastive Learning    Linli Yao, Weiying Wang, Qin Jin arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Classification  Caption  Image_Classification  PDF
• 2022-02-08 TransformNet: Self-supervised representation learning through predicting geometric transformations    Sayed Hashim, Muhammad Ali arXiv_CV arXiv_CV  Unsupervised  Recognition  Text_Classification  Represenation_Learning  Salient  Self-Supervised  Pose  Quantitative  Classification  Image_Classification  PDF
• 2022-02-08 DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generative Transformers    Jaemin Cho, Abhay Zala, Mohit Bansal arXiv_CV arXiv_CV  Image_Caption  Transformer  Image_Generation  Recognition  Pose  Classification  Relation  Attention  Caption  Image_Classification  Language_Model  PDF
• 2022-02-08 Equivariance versus Augmentation for Spherical Images    Jan E. Gerken, Oscar Carlsson, Hampus Linander, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Classification  CNN  Image_Classification  Inference  PDF
• 2022-02-08 Uncertainty Modeling for Out-of-Distribution Generalization    Xiaotong Li, Yongxing Dai, Yixiao Ge, Jun Liu, Ying Shan, Ling-Yu Duan arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2022-02-08 If a Human Can See It, So Should Your System: Reliability Requirements for Machine Vision Components    Boyue Caroline Hu, Lina Marsso, Krzysztof Czarnecki, Rick Salay, Huakun Shen, Marsha Chechik arXiv_CV arXiv_CV  Recognition  Classification  Image_Classification  Prediction  PDF
• 2022-02-08 Comparative Study Between Distance Measures On Supervised Optimum-Path Forest Classification    Gustavo Henrique de Rosa, Mateus Roder, João Paulo Papa arXiv_AI arXiv_AI  Recognition  Pose  Classification  Detection  Attention  Image_Classification  PDF
• 2022-02-08 Modeling Structure with Undirected Neural Networks    Tsvetomila Mihaylova, Vlad Niculae, André F. T. Martins arXiv_CL arXiv_CL  Pose  Action  Classification  Attention  CNN  Image_Classification  PDF
• 2022-02-08 Multi-Label Classification of Thoracic Diseases using Dense Convolutional Network on Chest Radiographs    Dipkamal Bhusal, Dr. Sanjeeb Prasad Panday arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  CNN  Image_Classification  Prediction  PDF
• 2022-02-07 Corrupted Image Modeling for Self-Supervised Visual Pre-Training    Yuxin Fang, Li Dong, Hangbo Bao, Xinggang Wang, Furu Wei arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Self-Supervised  Classification  Image_Classification  PDF
• 2022-02-07 Simple Control Baselines for Evaluating Transfer Learning    Andrei Atanov, Shijian Xu, Onur Beker, Andrei Filatov, Amir Zamir arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Classification  Image_Classification  Prediction  PDF
• 2022-02-07 Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics    Arnav Varma, Hemang Chawla, Bahram Zonooz, Elahe Arani arXiv_CV arXiv_CV  Transformer  3D  Adversarial  Self-Supervised  Classification  CNN  Image_Classification  Autonomous  Prediction  PDF
• 2022-02-07 Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework    Peng Wang, An Yang, Rui Men, Junyang Lin, Shuai Bai, Zhikang Li, Jianxin Ma, Chang Zhou, Jingren Zhou, Hongxia Yang arXiv_CV arXiv_CV  Image_Caption  Bert  Pose  Classification  VQA  Text_Generation  Caption  Image_Classification  QA  PDF
• 2022-02-07 Dataset Condensation with Contrastive Signals    Saehyung Lee, Sanghyuk Chun, Sangwon Jung, Sangdoo Yun, Sungroh Yoon arXiv_CV arXiv_CV  Tracking  Optimization  Pose  Classification  Image_Classification  Matching  PDF
• 2022-02-06 No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models    Chen Liang, Haoming Jiang, Simiao Zuo, Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Tuo Zhao arXiv_CL arXiv_CL  Transformer  Pose  Classification  Image_Classification  PDF
• 2022-02-05 Decision boundaries and convex hulls in the feature space that deep learning functions learn from images    Roozbeh Yousefzadeh arXiv_CV arXiv_CV  Adversarial  Classification  Deep_Learning  Image_Classification  PDF
• 2022-02-03 Best Practices and Scoring System on Reviewing A.I. based Medical Imaging Papers: Part 1 Classification    Timothy L. Kline, Felipe Kitamura, Ian Pan, Amine M. Korchi, Neil Tenenholtz, Linda Moy, Judy Wawira Gichoya, Igor Santos, Steven Blumer, Misha Ysabel Hwang, Kim-Ann Git, Abishek Shroff, Elad Walach, George Shih, Steve Langer arXiv_CV arXiv_CV  Knowledge  Review  Quantitative  Classification  Medical  Image_Classification  PDF
• 2022-02-03 FORML: Learning to Reweight Data for Fairness    Bobby Yan, Skyler Seto, Nicholas Apostoloff arXiv_CV arXiv_CV  Face  Classification  Image_Classification  Prediction  PDF
• 2022-02-02 VOS:Learning What You Don't Know by Virtual Outlier Synthesis    Xuefeng Du, Zhaoning Wang, Mu Cai, Yixuan Li arXiv_CV arXiv_CV  Regularization  Classification  Detection  Object_Detection  Attention  Image_Classification  Prediction  PDF
• 2022-02-01 Classification of Skin Cancer Images using Convolutional Neural Networks    Kartikeya Agarwal, Tismeet Singh arXiv_CV arXiv_CV  Transfer_Learning  Classification  CNN  Image_Classification  PDF
• 2022-02-01 Access Control of Object Detection Models Using Encrypted Feature Maps    Teru Nagamori, Hiroki Ito, April Pyone Maung Maung, Hitoshi Kiya arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-02-01 Fortuitous Forgetting in Connectionist Networks    Hattie Zhou, Ankit Vani, Hugo Larochelle, Aaron Courville arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  PDF
• 2022-01-31 AntidoteRT: Run-time Detection and Correction of Poison Attacks on Neural Networks    Muhammad Usman, Youcheng Sun, Divya Gopinath, Corina S. Pasareanu arXiv_CV arXiv_CV  Pose  Classification  Detection  Image_Classification  PDF
• 2022-01-31 NAS-Bench-Suite: NAS Evaluation is Surprisingly Easy    Yash Mehta, Colin White, Arber Zela, Arjun Krishnakumar, Guri Zabergja, Shakiba Moradian, Mahmoud Safari, Kaicheng Yu, Frank Hutter arXiv_AI arXiv_AI  NAS  Recognition  Speech  Face  Classification  Detection  Object_Detection  Speech_Recognition  Image_Classification  Prediction  PDF
• 2022-01-31 Rate Coding or Direct Coding: Which One is Better for Accurate, Robust, and Energy-efficient Spiking Neural Networks?    Youngeun Kim, Hyoungseob Park, Abhishek Moitra, Abhiroop Bhattacharjee, Yeshwanth Venkatesha, Priyadarshini Panda arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Attention  Image_Classification  PDF
• 2022-01-31 UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs    Philipp Oberdiek, Gernot A. Fink, Matthias Rottmann arXiv_CV arXiv_CV  Adversarial  Classification  Detection  GAN  Image_Classification  PDF
• 2022-01-31 Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations    Amin Ghiasi, Hamid Kazemi, Steven Reich, Chen Zhu, Micah Goldblum, Tom Goldstein arXiv_CV arXiv_CV  Transformer  Regularization  Knowledge  Pose  Classification  Image_Classification  PDF
• 2022-01-29 Image Classification using Graph Neural Network and Multiscale Wavelet Superpixels    Varun Vasudevan, Maxime Bassenne, Md Tauhidul Islam, Lei Xing arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2022-01-29 A Novel Matrix-Encoding Method for Privacy-Preserving Neural Networks    John Chiang arXiv_CV arXiv_CV  Classification  Image_Classification  Prediction  PDF
• 2022-01-28 3D Visualization and Spatial Data Mining for Analysis of LULC Images    B. G. Kodge arXiv_CV arXiv_CV  Segmentation  3D  Classification  Image_Classification  PDF
• 2022-01-28 Low-rank features based double transformation matrices learning for image classification    Yu-Hong Cai, Xiao-Jun Wu, Zhe Chen arXiv_AI arXiv_AI  Optimization  Sparse  Salient  Pose  Action  Classification  Image_Classification  PDF
• 2022-01-28 Calibrating Histopathology Image Classifiers using Label Smoothing    Jerry Wei, Lorenzo Torresani, Jason Wei, Saeed Hassanpour arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2022-01-27 An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks    Dominik Müller, Iñaki Soto-Rey, Frank Kramer arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Medical  CNN  Image_Classification  Prediction  PDF
• 2022-01-26 Evaluating language-biased image classification based on semantic representations    Yoann Lemesle, Masataka Sawayama, Guillermo Valle-Perez, Maxime Adolphe, Hélène Sauzéon, Pierre-Yves Oudeyer arXiv_CV arXiv_CV  Image_Caption  Recognition  Pose  Classification  Relation  Image_Classification  PDF
• 2022-01-26 A Comprehensive Study of Image Classification Model Sensitivity to Foregrounds, Backgrounds, and Visual Attributes    Mazda Moayeri, Phillip Pope, Yogesh Balaji, Soheil Feizi arXiv_CV arXiv_CV  Transformer  Segmentation  Salient  Adversarial  Quantitative  Classification  Image_Classification  Prediction  PDF
• 2022-01-25 Sphere2Vec: Multi-Scale Representation Learning over a Spherical Surface for Geospatial Predictions    Gengchen Mai, Yao Xuan, Wenyun Zuo, Krzysztof Janowicz, Ni Lao arXiv_AI arXiv_AI  Sparse  Represenation_Learning  Pose  Face  Classification  Image_Classification  Prediction  PDF
• 2022-01-25 Transformer-Based Video Front-Ends for Audio-Visual Speech Recognition    Dmitriy Serdyuk, Otavio Braga, Olivier Siohan arXiv_CV arXiv_CV  Transformer  Recognition  3D  Speech  Pose  Classification  Speech_Recognition  CNN  Image_Classification  PDF
• 2022-01-25 Convolutional Xformers for Vision    Pranav Jeevan, Amit sethi arXiv_AI arXiv_AI  Transformer  Embedding  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2022-01-24 Importance of Preprocessing in Histopathology Image Classification Using Deep Convolutional Neural Network    Nilgun Sengoz, Tuncay Yigit, Ozlem Ozmen, Ali Hakan Isik arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Detection  Medical  CNN  Image_Classification  PDF
• 2022-01-24 Feature transforms for image data augmentation    Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini arXiv_AI arXiv_AI  Pose  Classification  CNN  Image_Classification  PDF
• 2022-01-24 Mutual Attention-based Hybrid Dimensional Network for Multimodal Imaging Computer-aided Diagnosis    Yin Dai, Yifan Gao, Fayu Liu, Jun Fu arXiv_CV arXiv_CV  3D  Pose  Classification  Relation  Attention  Medical  CNN  Image_Classification  PDF
• 2022-01-23 Wavelet-Attention CNN for Image Classification    Zhao Xiangyu arXiv_CV arXiv_CV  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2022-01-23 Learning to Minimize the Remainder in Supervised Learning    Yan Luo, Yongkang Wong, Mohan Kankanhalli, Qi Zhao arXiv_CV arXiv_CV  Image_Retrieval  Knowledge  Pose  Classification  Deep_Learning  Detection  Object_Detection  Image_Classification  Recommendation  PDF
• 2022-01-22 Investigating the Potential of Auxiliary-Classifier GANs for Image Classification in Low Data Regimes    Amil Dravid, Florian Schiffers, Yunan Wu, Oliver Cossairt, Aggelos K. Katsaggelos arXiv_CV arXiv_CV  Adversarial  Classification  GAN  CNN  Image_Classification  PDF
• 2022-01-22 Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection    Siyuan Liang, Baoyuan Wu, Yanbo Fan, Xingxing Wei, Xiaochun Cao arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Detection  Contour  Object_Detection  Image_Classification  Autonomous  PDF
• 2022-01-22 Visual Representation Learning with Self-Supervised Attention for Low-Label High-data Regime    Prarthana Bhattacharyya, Chenge Li, Xiaonan Zhao, István Fehérvári, Jason Sun arXiv_CV arXiv_CV  Transformer  Embedding  Recognition  Zero-Shot  Represenation_Learning  Image_Retrieval  Self-Supervised  Classification  Few-Shot  Attention  Image_Classification  PDF
• 2022-01-22 Adaptive DropBlock Enhanced Generative Adversarial Networks for Hyperspectral Image Classification    Junjie Wang, Feng Gao, Junyu Dong, Qian Du arXiv_CV arXiv_CV  Regularization  Adversarial  Pose  Classification  GAN  Image_Classification  PDF
• 2022-01-22 Enabling Deep Learning on Edge Devices through Filter Pruning and Knowledge Transfer    Kaiqi Zhao, Yitao Chen, Ming Zhao arXiv_AI arXiv_AI  Unsupervised  Recognition  Knowledge  Speech  Pose  Classification  Deep_Learning  Speech_Recognition  Image_Classification  PDF
• 2022-01-21 ERS: a novel comprehensive endoscopy image dataset for machine learning, compliant with the MST 3.0 specification    Jan Cychnerski, Tomasz Dziubich, Adam Brzeski arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Medical  Image_Classification  PDF
• 2022-01-21 Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World    Hua Ma, Yinshan Li, Yansong Gao, Alsharif Abuadbba, Zhi Zhang, Anmin Fu, Hyoungshick Kim, Said F. Al-Sarawi, Nepal Surya, Derek Abbott arXiv_AI arXiv_AI  Transfer_Learning  Classification  Deep_Learning  Detection  Object_Detection  Image_Classification  PDF
• 2022-01-19 Signal Strength and Noise Drive Feature Preference in CNN Image Classifiers    Max Wolff, Stuart Wolff arXiv_CV arXiv_CV  Classification  CNN  Image_Classification  PDF
• 2022-01-19 Using Self-Supervised Pretext Tasks for Active Learning    John Seon Keun Yi, Minseok Seo, Jongchan Park, Dong-Geol Choi arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Classification  Image_Classification  Prediction  PDF
• 2022-01-18 Deep Cervix Model Development from Heterogeneous and Partially Labeled Image Datasets    Anabik Pal, Zhiyun Xue, Sameer Antani arXiv_AI arXiv_AI  Self-Supervised  Pose  Classification  Image_Classification  Prediction  PDF
• 2022-01-18 It's All in the Head: Representation Knowledge Distillation through Classifier Sharing    Emanuel Ben-Baruch, Matan Karklinsky, Yossi Biton, Avi Ben-Cohen, Hussam Lawen, Nadav Zamir arXiv_CV arXiv_CV  Embedding  Knowledge  Pose  Face  Classification  Image_Classification  PDF
• 2022-01-17 Explainable Ensemble Machine Learning for Breast Cancer Diagnosis based on Ultrasound Image Texture Features    Alireza Rezazadeh, Yasamin Jafarian, Ali Kord arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  Prediction  PDF
• 2022-01-17 Landscape of Neural Architecture Search across sensors: how much do they differ ?    Kalifou René Traoré, Andrés Camero, Xiao Xiang Zhu arXiv_AI arXiv_AI  NAS  Optimization  Pose  Classification  Image_Classification  PDF
• 2022-01-17 The CLEAR Benchmark: Continual LEArning on Real-World Imagery    Zhiqiu Lin, Jia Shi, Deepak Pathak, Deva Ramanan arXiv_AI arXiv_AI  Unsupervised  Pose  Classification  Image_Classification  Language_Model  PDF
• 2022-01-16 You only look 10647 times    Christian Limberg, Andrew Melnik, Augustin Harter, Helge Ritter arXiv_CV arXiv_CV  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-01-16 ALA: Adversarial Lightness Attack via Naturalness-aware Regularizations    Liangru Sun, Felix Juefei-Xu, Yihao Huang, Qing Guo, Jiayi Zhu, Jincao Feng, Yang Liu, Geguang Pu arXiv_AI arXiv_AI  Recognition  Regularization  Adversarial  Pose  Classification  Denoising  Image_Classification  PDF
• 2022-01-15 Multi-level Second-order Few-shot Learning    Hongguang Zhang, Hongdong Li, Piotr Koniusz arXiv_CV arXiv_CV  Unsupervised  Recognition  Self-Supervised  Pose  Action_Recognition  Action  Classification  Few-Shot  CNN  Image_Classification  Matching  PDF
• 2022-01-13 Conditional Variational Autoencoder with Balanced Pre-training for Generative Adversarial Networks    Yuchong Yao, Xiaohui Wangr, Yuanbang Ma, Han Fang, Jiaying Wei, Liyuan Chen, Ali Anaissi, Ali Braytee arXiv_CV arXiv_CV  Unsupervised  Adversarial  Pose  Classification  GAN  Medical  CNN  Image_Classification  PDF
• 2022-01-10 A ConvNet for the 2020s    Zhuang Liu, Hanzi Mao, Chao-Yuan Wu, Christoph Feichtenhofer, Trevor Darrell, Saining Xie arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Recognition  Face  Classification  Detection  Object_Detection  GAN  Image_Classification  PDF
• 2022-01-10 Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks    Claudio Filipi Gonçalves dos Santos, João Paulo Papa arXiv_CV arXiv_CV  Regularization  Survey  Classification  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2022-01-09 Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay    Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Karianto Leman, Tulika Mitra arXiv_AI arXiv_AI  Knowledge  Pose  Classification  Image_Classification  PDF
• 2022-01-09 Glance and Focus Networks for Dynamic Visual Recognition    Gao Huang, Yulin Wang, Kangchen Lv, Haojun Jiang, Wenhui Huang, Pengfei Qi, Shiji Song arXiv_AI arXiv_AI  Recognition  Reinforcement_Learning  Salient  Pose  Classification  Image_Classification  Inference  Prediction  PDF
• 2022-01-09 ThreshNet: An Efficient DenseNet using Threshold Mechanism to Reduce Connections    Rui-Yang Ju, Ting-Yu Lin, Jia-Hao Jian, Jen-Shiun Chiang, Wei-Bin Yang arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  Inference  PDF
• 2022-01-09 Invariance encoding in sliced-Wasserstein space for image classification with limited training data    Mohammad Shifat-E-Rabbi, Yan Zhuang, Shiying Li, Abu Hasnat Mohammad Rubaiyat, Xuwang Yin, Gustavo K. Rohde arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2022-01-08 A Sneak Attack on Segmentation of Medical Images Using Deep Neural Network Classifiers    Shuyue Guan, Murray Loew arXiv_AI arXiv_AI  Segmentation  Pose  Classification  Medical  CNN  Image_Classification  Prediction  PDF
• 2022-01-07 BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing    Yoshitomo Matsubara, Davide Callegaro, Sameer Singh, Marco Levorato, Francesco Restuccia arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2022-01-07 Detecting Twenty-thousand Classes using Image-level Supervision    Xingyi Zhou, Rohit Girdha, Armand Joulin, Phillip Krähenbühl, Ishan Misra arXiv_CV arXiv_CV  Pose  Classification  Detection  Object_Detection  Image_Classification  Prediction  PDF
• 2022-01-07 Negative Evidence Matters in Interpretable Histology Image Classification    Soufiane Belharbi, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger arXiv_CV arXiv_CV  Salient  Pose  Classification  Image_Classification  PDF
• 2022-01-06 Deep Learning Based Classification System For Recognizing Local Spinach    Mirajul Islam, Nushrat Jahan Ria, Jannatul Ferdous Ani, Abu Kaisar Mohammad Masum, Sheikh Abujar, Syed Akhter Hossain arXiv_CV arXiv_CV  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2022-01-05 Lawin Transformer: Improving Semantic Segmentation Transformer with Multi-Scale Representations via Large Window Attention    Haotian Yan, Chuang Zhang, Ming Wu arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2022-01-05 Synthesizing Tensor Transformations for Visual Self-attention    Xian Wei, Xihao Wang, Hai Lan, JiaMing Lei, Yanhui Huang, Hui Yu, Jian Yang arXiv_CV arXiv_CV  Image_Caption  Pose  Classification  Relation  Attention  Caption  Image_Classification  PDF
• 2022-01-04 Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources    Yongchun Zhu, Fuzhen Zhuang, Deqing Wang arXiv_AI arXiv_AI  Unsupervised  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2022-01-04 Multi-Representation Adaptation Network for Cross-domain Image Classification    Yongchun Zhu, Fuzhen Zhuang, Jindong Wang, Jingwu Chen, Zhiping Shi, Wenjuan Wu, Qing He arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  PDF
• 2022-01-04 Attention Mechanism Meets with Hybrid Dense Network for Hyperspectral Image Classification    Muhammad Ahmad, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Swalpa Kumar Roy, Xin Wu arXiv_CV arXiv_CV  3D  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2022-01-04 AI visualization in Nanoscale Microscopy    Rajagopal A (1), Nirmala V (2), Andrew J (3), Arun Muthuraj Vedamanickam. ((1) Indian Institute of Technology Madras, (2) Queen Marys College, (3) Karunya Institute of Technology and Sciences. India) arXiv_AI arXiv_AI  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2022-01-03 Gaussian-Hermite Moment Invariants of General Vector Functions to Rotation-Affine Transform    Hanlin Mo, Hua Li, Guoying Zhao arXiv_CV arXiv_CV  3D  Pose  Action  Classification  Detection  Image_Classification  Matching  PDF
• 2022-01-03 An analysis of over-sampling labeled data in semi-supervised learning with FixMatch    Miquel Martí i Rabadán, Sebastian Bujwid, Alessandro Pieropan, Hossein Azizpour, Atsuto Maki arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2022-01-03 Vision Transformer with Deformable Attention    Zhuofan Xia, Xuran Pan, Shiji Song, Li Erran Li, Gao Huang arXiv_CV arXiv_CV  Transformer  Sparse  Pose  Classification  Relation  Attention  Image_Classification  Prediction  PDF
• 2022-01-02 Riemannian Nearest-Regularized Subspace Classification for Polarimetric SAR images    Junfei Shi, Haiyan Jin arXiv_CV arXiv_CV  Represenation_Learning  Regularization  Pose  Classification  Relation  Image_Classification  PDF
• 2022-01-02 Building Human-like Communicative Intelligence: A Grounded Perspective    Marina Dubova arXiv_AI arXiv_AI  Knowledge  Review  Pose  Action  Classification  Image_Classification  PDF
• 2022-01-01 Turath-150K: Image Database of Arab Heritage    Dani Kiyasseh, Rasheed El-Bouri arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-12-30 Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks    Runpei Dong, Zhanhong Tan, Mengdi Wu, Linfeng Zhang, Kaisheng Ma arXiv_CV arXiv_CV  Quantization  Optimization  Pose  Classification  Detection  Object_Detection  Image_Classification  Inference  PDF
• 2021-12-29 Learning Inception Attention for Image Synthesis and Image Recognition    Jianghao Shen, Tianfu Wu arXiv_CV arXiv_CV  Recognition  Adversarial  Pose  Classification  Few-Shot  Attention  GAN  Image_Classification  Inference  PDF
• 2021-12-29 A Simple Baseline for Zero-shot Semantic Segmentation with Pre-trained Vision-language Model    Mengde Xu, Zheng Zhang, Fangyun Wei, Yutong Lin, Yue Cao, Han Hu, Xiang Bai arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  Zero-Shot  Classification  Detection  Object_Detection  Image_Classification  Language_Model  PDF
• 2021-12-29 Two-phase training mitigates class imbalance for camera trap image classification with CNNs    Farjad Malik, Simon Wouters, Ruben Cartuyvels, Erfan Ghadery, Marie-Francine Moens arXiv_CV arXiv_CV  Classification  Deep_Learning  Image_Classification  PDF
• 2021-12-29 Super-Efficient Super Resolution for Fast Adversarial Defense at the Edge    Kartikeya Bhardwaj, Dibakar Gope, James Ward, Paul Whatmough, Danny Loh arXiv_CV arXiv_CV  Super_Resolution  Review  Adversarial  Classification  Image_Classification  Autonomous  PDF
• 2021-12-27 SPViT: Enabling Faster Vision Transformers via Soft Token Pruning    Zhenglun Kong, Peiyan Dong, Xiaolong Ma, Xin Meng, Wei Niu, Mengshu Sun, Bin Ren, Minghai Qin, Hao Tang, Yanzhi Wang arXiv_CV arXiv_CV  Transformer  Pose  Classification  Attention  Image_Classification  PDF
• 2021-12-27 A Fistful of Words: Learning Transferable Visual Models from Bag-of-Words Supervision    Ajinkya Tejankar, Ajinkya Tejankar, Bichen Wu, Saining Xie, Madian Khabsa, Hamed Pirsiavash, Hamed Firooz arXiv_CV arXiv_CV  Image_Caption  Recognition  Zero-Shot  Classification  Caption  Image_Classification  PDF
• 2021-12-27 An Empirical Study of Adder Neural Networks for Object Detection    Xinghao Chen, Chang Xu, Minjing Dong, Chunjing Xu, Yunhe Wang arXiv_CV arXiv_CV  Face_Detection  Sparse  Pose  Face  Classification  Detection  Object_Detection  CNN  Image_Classification  Autonomous  PDF
• 2021-12-27 PRIME: A Few Primitives Can Boost Robustness to Common Corruptions    Apostolos Modas, Rahul Rade, Guillermo Ortiz-Jiménez, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-12-27 ViR:the Vision Reservoir    Bin Wang, Jiehuang Shi, Xian Wei arXiv_CV arXiv_CV  Transformer  Pose  Classification  Image_Classification  PDF
• 2021-12-27 Vision Transformer for Small-Size Datasets    Seung Hoon Lee, Seunghyun Lee, Byung Cheol Song arXiv_CV arXiv_CV  Transformer  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2021-12-24 Virtuoso: Video-based Intelligence for real-time tuning on SOCs    Jayoung Lee, PengCheng Wang, Ran Xu, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji arXiv_AI arXiv_AI  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-12-20 Encoding Hierarchical Information in Neural Networks helps in Subpopulation Shift    Amitangshu Mukherjee, Isha Garg, Kaushik Roy arXiv_CV arXiv_CV  Classification  Image_Classification  Prediction  PDF
• 2021-12-20 General Greedy De-bias Learning    Xinzhe Han, Shuhui Wang, Chi Su, Qingming Huang, Qi Tian arXiv_CV arXiv_CV  Gradient_Descent  Regularization  Knowledge  Adversarial  Pose  Classification  Relation  VQA  Image_Classification  Prediction  PDF
• 2021-12-20 HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images    Meirui Jiang, Zirui Wang, Qi Dou arXiv_AI arXiv_AI  Segmentation  Optimization  Pose  Classification  Medical  Image_Classification  PDF
• 2021-12-20 Learning with Label Noise for Image Retrieval by Selecting Interactions    Sarah Ibrahimi, Arnaud Sors, Rafael Sampaio de Rezende, Stéphane Clinchant arXiv_CV arXiv_CV  Image_Retrieval  Pose  Action  Classification  Image_Classification  PDF
• 2021-12-19 Denoised Labels for Financial Time-Series Data via Self-Supervised Learning    Yanqing Ma, Carmine Ventre, Maria Polukarov arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  Denoising  GAN  Image_Classification  Prediction  PDF
• 2021-12-17 A Simple Single-Scale Vision Transformer for Object Localization and Instance Segmentation    Wuyang Chen, Xianzhi Du, Fan Yang, Lucas Beyer, Xiaohua Zhai, Tsung-Yi Lin, Huizhong Chen, Jing Li, Xiaodan Song, Zhangyang Wang, Denny Zhou arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  Prediction  PDF
• 2021-12-17 Rank4Class: A Ranking Formulation for Multiclass Classification    Nan Wang, Zhen Qin, Le Yan, Honglei Zhuang, Xuanhui Wang, Michael Bendersky, Marc Najork arXiv_AI arXiv_AI  Bert  Represenation_Learning  Pose  Classification  Image_Classification  PDF
• 2021-12-17 Soundify: Matching Sound Effects to Video    David Chuan-En Lin, Anastasis Germanidis, Cristóbal Valenzuela, Yining Shi, Nikolas Martelaro arXiv_CV arXiv_CV  Zero-Shot  Classification  Detection  Object_Detection  Image_Classification  Matching  PDF
• 2021-12-17 Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays    Benjamin Bergner, Csaba Rohrer, Aiham Taleb, Martha Duchrau, Guilherme De Leon, Jonas Almeida Rodrigues, Falk Schwendicke, Joachim Krois, Christoph Lippert arXiv_AI arXiv_AI  Segmentation  Pose  Classification  Detection  Image_Classification  Prediction  PDF
• 2021-12-17 Unified 2D and 3D Pre-training for Medical Image classification and Segmentation    Yutong Xie, Jianpeng Zhang, Yong Xia, Qi Wu arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  3D  Self-Supervised  Pose  Classification  Medical  Image_Classification  PDF
• 2021-12-17 Towards End-to-End Image Compression and Analysis with Transformers    Yuanchao Bai, Xu Yang, Xianming Liu, Junjun Jiang, Yaowei Wang, Xiangyang Ji, Wen Gao arXiv_CV arXiv_CV  Transformer  Reconstruction  Embedding  Optimization  Pose  Classification  Attention  Image_Compression  CNN  Image_Classification  PDF
• 2021-12-16 How to augment your ViTs? Consistency loss and StyleAug, a random style transfer augmentation    Akash Umakantha, Joao D. Semedo, S. Alireza Golestaneh, Wan-Yi S. Lin arXiv_CV arXiv_CV  Transformer  Style_Transfer  Regularization  Classification  CNN  Image_Classification  PDF
• 2021-12-16 An Empirical Investigation of the Role of Pre-training in Lifelong Learning    Sanket Vaibhav Mehta, Darshan Patil, Sarath Chandar, Emma Strubell arXiv_AI arXiv_AI  Optimization  Pose  Classification  Image_Classification  PDF
• 2021-12-16 RegionCLIP: Region-based Language-Image Pretraining    Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel Codella, Liunian Harold Li, Luowei Zhou, Xiyang Dai, Lu Yuan, Yin Li, Jianfeng Gao arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Pose  Classification  Detection  Object_Detection  Caption  Image_Classification  Inference  PDF
• 2021-12-16 Classification of diffraction patterns using a convolutional neural network in single particle imaging experiments performed at X-ray free-electron lasers    Dameli Assalauova, Alexandr Ignatenko, Fabian Isensee, Sergey Bobkov, Darya Trofimova, Ivan A. Vartanyants arXiv_CV arXiv_CV  Reconstruction  3D  Pose  Action  Classification  CNN  Image_Classification  PDF
• 2021-12-16 Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images    Shiran Zada, Itay Benou, Michal Irani arXiv_CV arXiv_CV  Recognition  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-12-16 Learning to Prompt for Continual Learning    Zifeng Wang, Zizhao Zhang, Chen-Yu Lee, Han Zhang, Ruoxi Sun, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer Dy, Tomas Pfister arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-12-16 Learning Interpretable Models Through Multi-Objective Neural Architecture Search    Zachariah Carmichael, Tim Moon, Sam Ade Jacobs arXiv_AI arXiv_AI  NAS  Optimization  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-12-16 Use Image Clustering to Facilitate Technology Assisted Review    Haozhen Zhao, Fusheng Wei, Hilary Quatinetz, Han Qin, Adam Dabrowski arXiv_CV arXiv_CV  Review  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-12-15 Towards General and Efficient Active Learning    Yichen Xie, Masayoshi Tomizuka, Wei Zhan arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Knowledge  Pose  Classification  Detection  Object_Detection  Image_Classification  Inference  PDF
• 2021-12-14 AdaViT: Adaptive Tokens for Efficient Vision Transformer    Hongxu Yin, Arash Vahdat, Jose Alvarez, Arun Mallya, Jan Kautz, Pavlo Molchanov arXiv_CV arXiv_CV  Transformer  Regularization  Pose  Classification  Image_Classification  Inference  PDF
• 2021-12-14 An Interpretive Constrained Linear Model for ResNet and MgNet    Juncai He, Jinchao Xu, Lian Zhang, Jianqing Zhu arXiv_AI arXiv_AI  Pose  Classification  CNN  Image_Classification  PDF
• 2021-12-14 Exploring Category-correlated Feature for Few-shot Image Classification    Jing Xu, Xinglin Pan, Xu Luo, Wenjie Pei, Zenglin Xu arXiv_CV arXiv_CV  Reconstruction  Knowledge  Pose  Classification  Relation  Few-Shot  Image_Classification  Matching  PDF
• 2021-12-14 EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification and Detection Methods Evaluation    Peng Zhao, Chen Li, Md Mamunur Rahaman, Hao Xu, Pingli Ma, Hechen Yang, Hongzan Sun, Tao Jiang, Ning Xu, Marcin Grzegorzek arXiv_CV arXiv_CV  Segmentation  Action  Classification  Detection  Object_Detection  Denoising  GAN  Image_Classification  PDF
• 2021-12-14 Heuristic Hyperparameter Optimization for Convolutional Neural Networks using Genetic Algorithm    Meng Zhou arXiv_CV arXiv_CV  Optimization  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-12-14 Towards a Unified Foundation Model: Jointly Pre-Training Transformers on Unpaired Images and Text    Qing Li, Boqing Gong, Yin Cui, Dan Kondratyuk, Xianzhi Du, Ming-Hsuan Yang, Matthew Brown arXiv_CV arXiv_CV  Transformer  Bert  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-12-13 Simple and Robust Loss Design for Multi-Label Learning with Missing Labels    Youcai Zhang, Yuhao Cheng, Xinyu Huang, Fei Wen, Rui Feng, Yaqian Li, Yandong Guo arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  PDF
• 2021-12-10 A Discriminative Channel Diversification Network for Image Classification    Krushi Patel, Guanghui Wang arXiv_CV arXiv_CV  Pose  Classification  Relation  Attention  CNN  Image_Classification  PDF
• 2021-12-10 Global Attention Mechanism: Retain Information to Enhance Channel-Spatial Interactions    Yichao Liu, Zongru Shao, Nico Hoffmann arXiv_CV arXiv_CV  3D  Pose  Action  Classification  Attention  CNN  Image_Classification  PDF
• 2021-12-10 Visual Transformers with Primal Object Queries for Multi-Label Image Classification    Vacit Oguz Yazici, Joost van de Weijer, Longlong Yu arXiv_CV arXiv_CV  Transformer  Pose  Classification  Detection  Object_Detection  Attention  Image_Classification  Prediction  PDF
• 2021-12-10 Couplformer:Rethinking Vision Transformer with Coupling Attention Map    Hai Lan, Xihao Wang, Xian Wei arXiv_CV arXiv_CV  Transformer  Pose  Classification  Attention  Image_Classification  PDF
• 2021-12-10 Tradeoffs Between Contrastive and Supervised Learning: An Empirical Study    Ananya Karthik, Mike Wu, Noah Goodman, Alex Tamkin arXiv_CV arXiv_CV  Contrastive_Learning  Action  Classification  Relation  Image_Classification  PDF
• 2021-12-09 Locally Shifted Attention With Early Global Integration    Shelly Sheynin, Sagie Benaim, Adam Polyak, Lior Wolf arXiv_AI arXiv_AI  Transformer  Pose  Action  Classification  Attention  CNN  Image_Classification  PDF
• 2021-12-09 PE-former: Pose Estimation Transformer    Paschalis Panteleris, Antonis Argyros arXiv_CV arXiv_CV  Transformer  Pose_Estimation  Pose  Action  Classification  CNN  Image_Classification  PDF
• 2021-12-09 Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-guided Feature Imitation    Gang Li, Xiang Li, Yujie Wang, Shanshan Zhang, Yichao Wu, Ding Liang arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Detection  Object_Detection  Image_Classification  Prediction  PDF
• 2021-12-09 Obtaining Calibrated Probabilities with Personalized Ranking Models    Wonbin Kweon, SeongKu Kang, Hwanjo Yu arXiv_AI arXiv_AI  Pose  Action  Classification  Image_Classification  Recommendation  PDF
• 2021-12-09 Amicable Aid: Turning Adversarial Attack to Benefit Classification    Juyeop Kim, Jun-Ho Choi, Soobeom Jang, Jong-Seok Lee arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-12-07 Few-Shot Image Classification Along Sparse Graphs    Joseph F Comer, Philip L Jacobson, Heiko Hoffmann arXiv_CV arXiv_CV  Reconstruction  Sparse  Pose  Classification  Relation  Few-Shot  Image_Classification  PDF
• 2021-12-07 A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images    Edoardo Arnaudo, Fabio Cermelli, Antonio Tavera, Claudio Rossi, Barbara Caputo arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  Knowledge  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-12-06 Extrapolation Frameworks in Cognitive Psychology Suitable for Study of Image Classification Models    Roozbeh Yousefzadeh, Jessica A. Mollick arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Detection  Image_Classification  PDF
• 2021-12-06 Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey    Gabriela Csurka, Riccardo Volpi, Boris Chidlovskii arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Survey  Classification  Image_Classification  PDF
• 2021-12-06 Scaling Up Influence Functions    Andrea Schioppa, Polina Zablotskaia, David Vilar, Artem Sokolov arXiv_CV arXiv_CV  Transformer  Tracking  Knowledge  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-12-06 Interpretable Image Classification with Differentiable Prototypes Assignment    Dawid Rymarczyk, Łukasz Struski, Michał Górszczak, Koryna Lewandowska, Jacek Tabor, Bartosz Zieliński arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-12-06 Joint Learning of Localized Representations from Medical Images and Reports    Philip Müller (1), Georgios Kaissis (1 and 2), Congyu Zou (1), Daniel Rückert (1 and 2) ((1) Technical University of Munich, (2) Imperial College London) arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  Medical  Image_Classification  PDF
• 2021-12-06 SelectAugment: Hierarchical Deterministic Sample Selection for Data Augmentation    Shiqi Lin, Zhizheng Zhang, Xin Li, Wenjun Zeng, Zhibo Chen arXiv_CV arXiv_CV  Recognition  Reinforcement_Learning  Optimization  Pose  Classification  Image_Classification  PDF
• 2021-12-05 Hard Sample Aware Noise Robust Learning for Histopathology Image Classification    Chuang Zhu, Wenkai Chen, Ting Peng, Ying Wang, Mulan Jin arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Detection  Image_Classification  PDF
• 2021-12-04 Ablation study of self-supervised learning for image classification    Ilias Papastratis arXiv_CV arXiv_CV  Transformer  Recognition  Self-Supervised  Classification  CNN  Image_Classification  PDF
• 2021-12-03 Novel Class Discovery in Semantic Segmentation    Yuyang Zhao, Zhun Zhong, Nicu Sebe, Gim Hee Lee arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Salient  Knowledge  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-12-03 A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples    Sen Jia, Shuguo Jiang, Zhijie Lin, Nanying Li, Meng Xu, Shiqi Yu arXiv_AI arXiv_AI  Transfer_Learning  Review  Survey  Classification  Deep_Learning  Few-Shot  Image_Classification  PDF
• 2021-12-03 Make A Long Image Short: Adaptive Token Length for Vision Transformers    Yichen Zhu, Yuqin Zhu, Jie Du, Yi Wang, Zhicai Ou, Feifei Feng, Jian Tang arXiv_CV arXiv_CV  Transformer  Recognition  Pose  Action_Recognition  Action  Classification  Image_Classification  Inference  Prediction  PDF
• 2021-12-02 Probabilistic Tracking with Deep Factors    Fan Jiang, Andrew Marmon, Ildebrando De Courten, Marc Rasi, Frank Dellaert arXiv_CV arXiv_CV  Transformer  Tracking  3D  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-12-02 Is RobustBench/AutoAttack a suitable Benchmark for Adversarial Robustness?    Peter Lorenz, Dominik Strassel, Margret Keuper, Janis Keuper arXiv_CV arXiv_CV  Adversarial  Classification  Detection  Image_Classification  PDF
• 2021-12-02 A Fast Knowledge Distillation Framework for Visual Recognition    Zhiqiang Shen, Eric Xing arXiv_AI arXiv_AI  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-12-02 FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis    Yu Feng, Benteng Ma, Jing Zhang, Shanshan Zhao, Yong Xia, Dacheng Tao arXiv_AI arXiv_AI  Segmentation  Pose  Classification  Detection  Attention  Medical  Image_Classification  Prediction  PDF
• 2021-12-02 Inferring Prototypes for Multi-Label Few-Shot Image Classification with Word Vector Guided Attention    Kun Yan, Chenbin Zhang, Jun Hou, Ping Wang, Zied Bouraoui, Shoaib Jameel, Steven Schockaert arXiv_CV arXiv_CV  Embedding  Knowledge  Pose  Classification  Few-Shot  Attention  Image_Classification  PDF
• 2021-12-02 Vision Pair Learning: An Efficient Training Framework for Image Classification    Bei Tong, Xiaoyuan Yu arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Pose  Classification  Attention  Image_Classification  PDF
• 2021-12-01 DFTS2: Simulating Deep Feature Transmission Over Packet Loss Channels    Ashiv Dhondea, Robert A. Cohen, Ivan V. Bajić arXiv_CV arXiv_CV  Classification  Image_Classification  Inference  PDF
• 2021-12-01 Semi-supervised music emotion recognition using noisy student training and harmonic pitch class profiles    Hao Hao Tan arXiv_SD arXiv_SD  Recognition  Emotion  Classification  Image_Classification  PDF
• 2021-12-01 CondenseNeXt: An Ultra-Efficient Deep Neural Network for Embedded Systems    Priyank Kalgaonkar, Mohamed El-Sharkawy arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  Inference  PDF
• 2021-12-01 Revisiting the Transferability of Supervised Pretraining: an MLP Perspective    Yizhou Wang, Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Donglian Qi, Wanli Ouyang arXiv_CV arXiv_CV  Unsupervised  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-12-01 Shallow Network Based on Depthwise Over-Parameterized Convolution for Hyperspectral Image Classification    Hongmin Gao, Member, IEEE, Zhonghao Chen, Student Member, IEEE, Chenming Li arXiv_CV arXiv_CV  Pose  Action  Classification  CNN  Image_Classification  PDF
• 2021-11-30 ATS: Adaptive Token Sampling For Efficient Vision Transformers    Mohsen Fayyaz, Soroush Abbasi Kouhpayegani, Farnoush Rezaei Jafari, Eric Sommerlade, Hamid Reza Vaezi Joze, Hamed Pirsiavash, Juergen Gall arXiv_CV arXiv_CV  Transformer  Pose  Classification  Image_Classification  PDF
• 2021-11-30 Human Imperceptible Attacks and Applications to Improve Fairness    Xinru Hua, Huanzhong Xu, Jose Blanchet, Viet Nguyen arXiv_CV arXiv_CV  Optimization  Classification  Image_Classification  PDF
• 2021-11-30 The Devil is in the Margin: Margin-based Label Smoothing for Network Calibration    Bingyuan Liu, Ismail Ben Ayed, Adrian Galdran, Jose Dolz arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Optimization  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-11-30 Sound-Guided Semantic Image Manipulation    Seung Hyun Lee, Wonseok Roh, Wonmin Byeon, Sang Ho Yoon, Chan Young Kim, Jinkyu Kim, Sangpil Kim arXiv_CV arXiv_CV  Embedding  Zero-Shot  Optimization  Pose  Emotion  Quantitative  Classification  Image_Classification  PDF
• 2021-11-30 MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning    Sara Atito, Muhammad Awais, Ammarah Farooq, Zhenhua Feng, Josef Kittler arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-11-30 Deep Models for Visual Sentiment Analysis of Disaster-related Multimedia Content    Khubaib Ahmad, Muhammad Asif Ayub, Kashif Ahmad, Ala Al-Fuqaha, Nasir Ahmad arXiv_CV arXiv_CV  Pose  Emotion  Classification  Sentiment  Image_Classification  PDF
• 2021-11-29 Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes    Jon Donnelly, Alina Jade Barnett, Chaofan Chen arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-11-29 Weakly-supervised Generative Adversarial Networks for medical image classification    Jiawei Mao, Xuesong Yin, Yuanqi Chang, Qi Huang, Daoqiang Zhang, Jieyue Yu, Yigang Wang arXiv_CV arXiv_CV  Adversarial  Pose  Contrastive_Learning  Classification  Attention  GAN  Medical  Image_Classification  PDF
• 2021-11-29 On the Effectiveness of Neural Ensembles for Image Classification with Small Datasets    Lorenzo Brigato, Luca Iocchi arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-11-29 BuildFormer: Automatic building extraction with vision transformer    Libo Wang, Yuechi Yang, Rui Li arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Action  Classification  Deep_Learning  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2021-11-29 Anomaly-Aware Semantic Segmentation by Leveraging Synthetic-Unknown Data    Guan-Rong Lu, Yueh-Cheng Liu, Tung-I Chen, Hung-Ting Su, Tsung-Han Wu, Winston H. Hsu arXiv_CV arXiv_CV  Segmentation