Image_Classification

Image_Classification

• 2021-05-17 BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval    Gencer Sumbul, Arne de Wall, Tristan Kreuziger, Filipe Marcelino, Hugo Costa, Pedro Benevides, Mário Caetano, Begüm Demir, Volker Markl arXiv_CV arXiv_CV  Scene_Classification  Image_Retrieval  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-05-17 Large-Scale Unsupervised Person Re-Identification with Contrastive Learning    Weiquan Huang, Yan Bai, Qiuyu Ren, Xinbo Zhao, Ming Feng, Yin Wang arXiv_CV arXiv_CV  Surveillance  Person_Re-identification  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Re-identification  Image_Classification  PDF
• 2021-05-17 Dermoscopic Image Classification with Neural Style Transfer    Yutong Li, Ruoqing Zhu, Annie Qu, Mike Yeh arXiv_CV arXiv_CV  Transfer_Learning  Style_Transfer  Pose  Classification  Image_Classification  PDF
• 2021-05-16 Is Image Size Important? A Robustness Comparison of Deep Learning Methods for Multi-scale Cell Image Classification Tasks: from Convolutional Neural Networks to Visual Transformers    Wanli Liu, Chen Li, Hongzan Sun, Weiming Hu, Haoyuan Chen, Changhao Sun, Marcin Grzegorzek arXiv_CV arXiv_CV  Transformer  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2021-05-16 Real-time Detection of Practical Universal Adversarial Perturbations    Kenneth T. Co, Luis Muñoz-González, Leslie Kanthan, Emil C. Lupu arXiv_AI arXiv_AI  Adversarial  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-05-15 Rethinking Skip Connection with Layer Normalization in Transformers and ResNets    Fenglin Liu, Xuancheng Ren, Zhiyuan Zhang, Xu Sun, Yuexian Zou arXiv_CV arXiv_CV  Transformer  Optimization  Pose  Classification  Image_Classification  PDF
• 2021-05-15 Analyzing Images for Music Recommendation    Anant Baijal, Vivek Agarwal, Danny Hyun arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  Recommendation  PDF
• 2021-05-14 MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations    Taojiannan Yang, Sijie Zhu, Matias Mendieta, Pu Wang, Ravikumar Balakrishnan, Minwoo Lee, Tao Han, Mubarak Shah, Chen Chen arXiv_CV arXiv_CV  Segmentation  Recognition  3D  Knowledge  Pose  Action_Recognition  Action  Classification  Detection  Object_Detection  Image_Classification  Inference  PDF
• 2021-05-13 Contrastive Learning of Image Representations with Cross-Video Cycle-Consistency    Haiping Wu, Xiaolong Wang arXiv_CV arXiv_CV  Image_Caption  Tracking  Recognition  Object_Tracking  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Classification  Relation  Image_Classification  PDF
• 2021-05-13 Adaptive Test-Time Augmentation for Low-Power CPU    Luca Mocerino, Roberto G. Rizzo, Valentino Peluso, Andrea Calimera, Enrico Macii arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  Inference  Prediction  PDF
• 2021-05-12 Segmenter: Transformer for Semantic Segmentation    Robin Strudel, Ricardo Garcia, Ivan Laptev, Cordelia Schmid arXiv_AI arXiv_AI  Transformer  Segmentation  Embedding  Semantic_Segmentation  Classification  Image_Classification  PDF
• 2021-05-12 Label Geometry Aware Discriminator for Conditional Generative Networks    Suman Sapkota, Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Tae-Kyun Kim arXiv_CV arXiv_CV  Image_Generation  Adversarial  Pose  Face  Classification  GAN  Image_Classification  Prediction  PDF
• 2021-05-12 A Novel Uncertainty-aware Collaborative Learning Method for Remote Sensing Image Classification Under Multi-Label Noise    Ahmet Kerem Aksoy, Mahdyar Ravanbakhsh, Tristan Kreuziger, Begum Demir arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-05-11 Image Classification with Classic and Deep Learning Techniques    Òscar Lorente, Ian Riera, Aditya Rana arXiv_CV arXiv_CV  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-05-11 A Feature Fusion-Net Using Deep Spatial Context Encoder and Nonstationary Joint Statistical Model for High Resolution SAR Image Classification    Wenkai Liang, Yan Wu, Ming Li, Peng Zhang, Yice Cao, Xin Hu arXiv_CV arXiv_CV  Pose  Classification  Relation  CNN  Image_Classification  PDF
• 2021-05-10 An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle Imagery    Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Nesrine Atitallah, Henda Ben Ghézala arXiv_CV arXiv_CV  Surveillance  Recognition  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-05-10 A framework for the automation of testing computer vision systems    Franz Wotawa, Lorenz Klampfl, Ledio Jahaj arXiv_CV arXiv_CV  Surveillance  Recognition  Face  Classification  Image_Classification  PDF
• 2021-05-10 AFINet: Attentive Feature Integration Networks for Image Classification    Xinglin Pan, Jing Xu, Yu Pan, liangjian Wen, WenXiang Lin, Kun Bai, Zenglin Xu arXiv_CV arXiv_CV  Classification  Relation  CNN  Image_Classification  PDF
• 2021-05-10 In-Hindsight Quantization Range Estimation for Quantized Training    Marios Fournarakis, Markus Nagel arXiv_AI arXiv_AI  Quantization  Pose  Classification  Image_Classification  Inference  PDF
• 2021-05-10 Robust Training Using Natural Transformation    Shuo Wang, Lingjuan Lyu, Surya Nepal, Carsten Rudolph, Marthie Grobler, Kristen Moore arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Adversarial  Classification  Deep_Learning  GAN  Image_Classification  PDF
• 2021-05-09 Truly shift-equivariant convolutional neural networks with adaptive polyphase upsampling    Anadi Chaman, Ivan Dokmanić arXiv_CV arXiv_CV  Reconstruction  Pose  Classification  CNN  Image_Classification  PDF
• 2021-05-09 DiagSet: a dataset for prostate cancer histopathological image classification    Michał Koziarski, Bogusław Cyganek, Bogusław Olborski, Zbigniew Antosz, Marcin Żydak, Bogdan Kwolek, Paweł Wąsowicz, Andrzej Bukała, Jakub Swadźba, Piotr Sitkowski arXiv_CV arXiv_CV  Recognition  Pose  Classification  Detection  Image_Classification  Prediction  PDF
• 2021-05-08 MetaKernel: Learning Variational Random Features with Limited Labels    Yingjun Du, Haoliang Sun, Xiantong Zhen, Jun Xu, Yilong Yin, Ling Shao, Cees G. M. Snoek arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Few-Shot  Image_Classification  Inference  PDF
• 2021-05-07 ResMLP: Feedforward networks for image classification with data-efficient training    Hugo Touvron, Piotr Bojanowski, Mathilde Caron, Matthieu Cord, Alaaeldin El-Nouby, Edouard Grave, Armand Joulin, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-05-07 Exploring Instance Relations for Unsupervised Feature Embedding    Yifei Zhang, Yu Zhou, Weiping Wang arXiv_CV arXiv_CV  Embedding  Unsupervised  Pose  Contrastive_Learning  Classification  Relation  Image_Classification  PDF
• 2021-05-07 Few-Shot Learning for Image Classification of Common Flora    Joshua Ball arXiv_CV arXiv_CV  Transfer_Learning  Classification  Few-Shot  CNN  Image_Classification  PDF
• 2021-05-06 Two4Two: Evaluating Interpretable Machine Learning - A Synthetic Dataset For Controlled Experiments    Martin Schuessler, Philipp Weiß, Leon Sixt arXiv_AI arXiv_AI  3D  Classification  Image_Classification  PDF
• 2021-05-06 Sparse convolutional context-aware multiple instance learning for whole slide image classification    Marvin Lerousseau, Maria Vakalopoulou, Nikos Paragios, Eric Deutsch arXiv_CV arXiv_CV  Sparse  Classification  CNN  Image_Classification  PDF
• 2021-05-06 Do You Even Need Attention? A Stack of Feed-Forward Layers Does Surprisingly Well on ImageNet    Luke Melas-Kyriazi arXiv_CV arXiv_CV  Transformer  Embedding  Classification  Attention  Image_Classification  PDF
• 2021-05-06 VideoLT: Large-scale Long-tailed Video Recognition    Xing Zhang, Zuxuan Wu, Zejia Weng, Huazhu Fu, Jingjing Chen, Yu-Gang Jiang, Larry Davis arXiv_CV arXiv_CV  Recognition  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-05-05 Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks    Meng-Hao Guo, Zheng-Ning Liu, Tai-Jiang Mu, Shi-Min Hu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  Pose  Classification  Relation  Attention  Image_Classification  PDF
• 2021-05-05 A CNN With Multi-scale Convolution for Hyperspectral Image Classification using Target-Pixel-Orientation scheme    Jayasree Saha, Yuvraj Khanna, Jayanta Mukherjee arXiv_CV arXiv_CV  3D  Pose  Action  Classification  Image_Classification  PDF
• 2021-05-05 Perceptual Gradient Networks    Dmitry Nikulin, Roman Suvorov, Aleksei Ivakhnenko, Victor Lempitsky arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-05-05 MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space    Rui Huang, Yixuan Li arXiv_CV arXiv_CV  Pose  Classification  Detection  Image_Classification  Inference  PDF
• 2021-05-04 MLP-Mixer: An all-MLP Architecture for Vision    Ilya Tolstikhin, Neil Houlsby, Alexander Kolesnikov, Lucas Beyer, Xiaohua Zhai, Thomas Unterthiner, Jessica Yung, Daniel Keysers, Jakob Uszkoreit, Mario Lucic, Alexey Dosovitskiy arXiv_AI arXiv_AI  Transformer  Regularization  Classification  Attention  CNN  Image_Classification  Inference  PDF
• 2021-05-03 Synthetic Data for Model Selection    Matan Fintz, Alon Shoshan, Nadav Bhonker, Igor Kviatkovsky, Gerard Medioni arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-05-02 GRNN: Generative Regression Neural Network -- A Data Leakage Attack for Federated Learning    Hanchi Ren, Jingjing Deng, Xianghua Xie arXiv_CV arXiv_CV  RNN  Adversarial  Pose  Face  Classification  Deep_Learning  GAN  Re-identification  Image_Classification  PDF
• 2021-05-02 Subspace Representation Learning for Few-shot Image Classification    Ting-Yao Hu, Zhi-Qi Cheng, Alexander G. Hauptmann arXiv_CV arXiv_CV  Represenation_Learning  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-04-30 Embedding Semantic Hierarchy in Discrete Optimal Transport for Risk Minimization    Yubin Ge, Site Li, Xuyang Li, Fangfang Fan, Wanqing Xie, Jane You, Xiaofeng Liu arXiv_CV arXiv_CV  Embedding  Optimization  Pose  Classification  Relation  Image_Classification  Prediction  PDF
• 2021-04-30 Submodular Mutual Information for Targeted Data Subset Selection    Suraj Kothawade, Vishal Kaushal, Ganesh Ramakrishnan, Jeff Bilmes, Rishabh Iyer arXiv_CV arXiv_CV  Classification  Deep_Learning  Image_Classification  PDF
• 2021-04-30 Black-box adversarial attacks using Evolution Strategies    Hao Qiu, Leonardo Lucio Custode, Giovanni Iacca arXiv_CV arXiv_CV  Optimization  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-04-30 Deep Image Destruction: A Comprehensive Study on Vulnerability of Deep Image-to-Image Models against Adversarial Attacks    Jun-Ho Choi, Huan Zhang, Jun-Hyuk Kim, Cho-Jui Hsieh, Jong-Seok Lee arXiv_CV arXiv_CV  Adversarial  Quantitative  Classification  Image_Classification  PDF
• 2021-04-30 Unsupervised data augmentation for object detection    Yichen Zhang, Zeyang Song, Wenbo Li arXiv_CV arXiv_CV  Unsupervised  Adversarial  Pose  Classification  Detection  Object_Detection  GAN  Image_Classification  PDF
• 2021-04-30 GM-MLIC: Graph Matching based Multi-Label Image Classification    Yanan Wu, He Liu, Songhe Feng, Yi Jin, Gengyu Lyu, Zizhang Wu arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Relation  Image_Classification  Prediction  Matching  PDF
• 2021-04-29 Ensembling with Deep Generative Views    Lucy Chai, Jun-Yan Zhu, Eli Shechtman, Phillip Isola, Richard Zhang arXiv_CV arXiv_CV  Reconstruction  Pose  Face  Classification  GAN  Image_Classification  PDF
• 2021-04-29 GasHis-Transformer: A Multi-scale Visual Transformer Approach for Gastric Histopathology Image Classification    Haoyuan Chen, Chen Li, Xiaoyan Li, Ge Wang, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Yudong Yao, Marcin Grzegorzek arXiv_CV arXiv_CV  Transformer  Recognition  Pose  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2021-04-29 Locality Constrained Analysis Dictionary Learning via K-SVD Algorithm    Kun Jiang, Zhaoli Liu, Zheng Liu, Qindong Sun arXiv_CV arXiv_CV  Sparse  Regularization  Pose  Classification  Image_Classification  PDF
• 2021-04-29 Hardware Architecture of Embedded Inference Accelerator and Analysis of Algorithms for Depthwise and Large-Kernel Convolutions    Tse-Wei Chen, Wei Tao, Deyu Wang, Dongchao Wen, Kinya Osa, Masami Kato arXiv_CV arXiv_CV  Face_Detection  Pose  Face  Classification  Detection  CNN  Image_Classification  Inference  PDF
• 2021-04-28 EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion    Christos Kyrkou, Theocharis Theocharides arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Drone  CNN  Image_Classification  Inference  PDF
• 2021-04-28 Filter Distribution Templates in Convolutional Networks for Image Classification Tasks    Ramon Izquierdo-Cordova, Walterio Mayol-Cuevas arXiv_CV arXiv_CV  NAS  Classification  CNN  Image_Classification  PDF
• 2021-04-28 Zero-Shot Detection via Vision and Language Knowledge Distillation    Xiuye Gu, Tsung-Yi Lin, Weicheng Kuo, Yin Cui arXiv_AI arXiv_AI  Embedding  Zero-Shot  Knowledge  Pose  Classification  Detection  Object_Detection  Image_Classification  Inference  PDF
• 2021-04-28 Boosting Co-teaching with Compression Regularization for Label Noise    Yingyi Chen, Xi Shen, Shell Xu Hu, Johan A.K. Suykens arXiv_CV arXiv_CV  Regularization  Pose  Classification  Image_Classification  PDF
• 2021-04-28 Deep Neural Networks Based Weight Approximation and Computation Reuse for 2-D Image Classification    Mohammed F. Tolba, Huruy Tekle Tesfai, Hani Saleh, Baker Mohammad, Mahmoud Al-Qutayri arXiv_CV arXiv_CV  Recognition  Pose  Classification  Image_Classification  Inference  PDF
• 2021-04-28 Deep Domain Generalization with Feature-norm Network    Mohammad Mahfujur Rahman, Clinton Fookes, Sridha Sridharan arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-04-27 ConTNet: Why not use convolution and transformer at the same time?    Haotian Yan, Zhe Li, Weijian Li, Changhu Wang, Ming Wu, Chuang Zhang arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  Prediction  PDF
• 2021-04-27 Explaining in Style: Training a GAN to explain a classifier in StyleSpace    Oran Lang, Yossi Gandelsman, Michal Yarom, Yoav Wald, Gal Elidan, Avinatan Hassidim, William T. Freeman, Phillip Isola, Amir Globerson, Michal Irani, Inbar Mosseri arXiv_CV arXiv_CV  Pose  Face  Classification  GAN  Image_Classification  PDF
• 2021-04-27 Rethinking BiSeNet For Real-time Semantic Segmentation    Mingyuan Fan, Shenqi Lai, Junshi Huang, Xiaoming Wei, Zhenhua Chai, Junfeng Luo, Xiaolin Wei arXiv_CV arXiv_CV  Image_Caption  Segmentation  Semantic_Segmentation  Pose  Classification  Image_Classification  Inference  PDF
• 2021-04-27 Watershed of Artificial Intelligence: Human Intelligence, Machine Intelligence, and Biological Intelligence    Li Weigang, Liriam Enamoto, Denise Leyi Li, Geraldo Pereira Rocha Filho arXiv_AI arXiv_AI  Knowledge  Review  Pose  Classification  Detection  Image_Classification  PDF
• 2021-04-26 SGNet: A Super-class Guided Network for Image Classification and Object Detection    Kaidong Li, Nina Y. Wang, Yiju Yang, Guanghui Wang arXiv_CV arXiv_CV  Pose  Classification  Detection  Object_Detection  Image_Classification  Inference  Prediction  PDF
• 2021-04-26 Multimodal Contrastive Training for Visual Representation Learning    Xin Yuan, Zhe Lin, Jason Kuen, Jianming Zhang, Yilin Wang, Michael Maire, Ajinkya Kale, Baldo Faieta arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Classification  Detection  Relation  Object_Detection  Image_Classification  Prediction  PDF
• 2021-04-26 Balancing Constraints and Submodularity in Data Subset Selection    Srikumar Ramalingam, Daniel Glasner, Kaushal Patel, Raviteja Vemulapalli, Sadeep Jayasumana, Sanjiv Kumar arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-04-26 HAO: Hardware-aware neural Architecture Optimization for Efficient Inference    Zhen Dong, Yizhao Gao, Qijing Huang, John Wawrzynek, Hayden K.H. So, Kurt Keutzer arXiv_CV arXiv_CV  NAS  Quantization  Optimization  Classification  Image_Classification  Inference  PDF
• 2021-04-26 Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets    Yuan-Hong Liao, Amlan Kar, Sanja Fidler arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-04-26 Good Artists Copy, Great Artists Steal: Model Extraction Attacks Against Image Translation Generative Adversarial Networks    Sebastian Szyller, Vasisht Duddu, Tommi Gröndahl, N. Asokan arXiv_CV arXiv_CV  Style_Transfer  Super_Resolution  Adversarial  Face  Action  Classification  GAN  Image_Classification  Inference  PDF
• 2021-04-26 Mutual Contrastive Learning for Visual Representation Learning    Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Contrastive_Learning  Action  Classification  Few-Shot  Image_Classification  PDF
• 2021-04-26 Wise-SrNet: A Novel Architecture for Enhancing Image Classification by Learning Spatial Resolution of Feature Maps    Mohammad Rahimzadeh, Soroush Parvin, Elnaz Safi, Mohammad Reza Mohammadi arXiv_AI arXiv_AI  Pose  Classification  CNN  Image_Classification  PDF
• 2021-04-25 3D/2D regularized CNN feature hierarchy for Hyperspectral image classification    Muhammad Ahmad, Manuel Mazzara, Salvatore Distefano arXiv_CV arXiv_CV  3D  Regularization  Pose  Classification  CNN  Image_Classification  PDF
• 2021-04-25 ASPCNet: A Deep Adaptive Spatial Pattern Capsule Network for Hyperspectral Image Classification    Jinping Wang, Xiaojun Tan, Jianhuang Lai, Jun Li, Canqun Xiang arXiv_CV arXiv_CV  Pose  Action  Classification  CNN  Image_Classification  PDF
• 2021-04-24 EXplainable Neural-Symbolic Learning methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case    Natalia Díaz-Rodríguez, Alberto Lamas, Jules Sanchez, Gianni Franchi, Ivan Donadello, Siham Tabik, David Filliat, Policarpo Cruz, Rosana Montes, Francisco Herrera arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Classification  Deep_Learning  Detection  Image_Classification  Inference  PDF
• 2021-04-24 Carrying out CNN Channel Pruning in a White Box    Yuxin Zhang, Mingbao Lin, Chia-Wen Lin, Jie Chen, Feiyue Huang, Yongjian Wu, Yonghong Tian, Rongrong Ji arXiv_CV arXiv_CV  Knowledge  Classification  Image_Classification  PDF
• 2021-04-23 Research on the Detection Method of Breast Cancer Deep Convolutional Neural Network Based on Computer Aid    Mengfan Li arXiv_CV arXiv_CV  Knowledge  Pose  Action  Classification  Detection  Medical  CNN  Image_Classification  PDF
• 2021-04-23 Supervised Video Summarization via Multiple Feature Sets with Parallel Attention    Junaid Ahmed Ghauri, Sherzod Hakimov, Ralph Ewerth arXiv_AI arXiv_AI  Pose  Classification  Attention  Summarization  Image_Classification  PDF
• 2021-04-22 Multiscale Vision Transformers    Haoqi Fan, Bo Xiong, Karttikeya Mangalam, Yanghao Li, Zhicheng Yan, Jitendra Malik, Christoph Feichtenhofer arXiv_AI arXiv_AI  Transformer  Recognition  Classification  Image_Classification  PDF
• 2021-04-22 VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text    Hassan Akbari, Linagzhe Yuan, Rui Qian, Wei-Hong Chuang, Shih-Fu Chang, Yin Cui, Boqing Gong arXiv_AI arXiv_AI  Transformer  Recognition  Self-Supervised  Action_Recognition  Action  Classification  Image_Classification  Video_Retrieval  PDF
• 2021-04-22 Mini-batch graphs for robust image classification    Arnab Kumar Mondal, Vineet Jain, Kaleem Siddiqi arXiv_AI arXiv_AI  Scene_Classification  Adversarial  Classification  Deep_Learning  Relation  GAN  Image_Classification  PDF
• 2021-04-21 Stateless Neural Meta-Learning using Second-Order Gradients    Mike Huisman, Aske Plaat, Jan N. van Rijn arXiv_AI arXiv_AI  RNN  Classification  Deep_Learning  Few-Shot  Image_Classification  PDF
• 2021-04-21 Visual Analysis Motivated Rate-Distortion Model for Image Coding    Zhimeng Huang, Chuanmin Jia, Shanshe Wang, Siwei Ma arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-04-20 BraidNet: procedural generation of neural networks for image classification problems using braid theory    Olga Lukyanova, Oleg Nikitin, Alex Kunin arXiv_AI arXiv_AI  Optimization  Pose  Classification  CNN  Image_Classification  PDF
• 2021-04-20 Differentiable Model Compression via Pseudo Quantization Noise    Alexandre Défossez, Yossi Adi, Gabriel Synnaeve arXiv_AI arXiv_AI  Transformer  Quantization  Pose  Classification  Image_Classification  Language_Model  PDF
• 2021-04-19 A Framework using Contrastive Learning for Classification with Noisy Labels    Madalina Ciortan, Romain Dupuis, Thomas Peel arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-04-19 Improving Adversarial Robustness Using Proxy Distributions    Vikash Sehwag, Saeed Mahloujifar, Tinashe Handina, Sihui Dai, Chong Xiang, Mung Chiang, Prateek Mittal arXiv_CV arXiv_CV  Adversarial  Classification  Image_Classification  PDF
• 2021-04-19 Contrastive Learning Improves Model Robustness Under Label Noise    Aritra Ghosh, Andrew Lan arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-04-18 Texture Based Classification of High Resolution Remotely Sensed Imagery using Weber Local Descriptor    Decky Aspandi-Latif, Sally Goldin, Preesan Rakwatin, Kurt Rudahl arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-04-16 Efficient and Generic 1D Dilated Convolution Layer for Deep Learning    Narendra Chaudhary, Sanchit Misra, Dhiraj Kalamkar, Alexander Heinecke, Evangelos Georganas, Barukh Ziv, Menachem Adelman, Bharat Kaul arXiv_AI arXiv_AI  Recognition  Speech  Classification  Deep_Learning  Speech_Recognition  CNN  Image_Classification  PDF
• 2021-04-15 Out-of-Distribution Detection for Dermoscopic Image Classification    Mohammadreza Mohseni, Jordan Yap, William Yolland, Majid Razmara, M Stella Atkins arXiv_CV arXiv_CV  Classification  Detection  Medical  Image_Classification  PDF
• 2021-04-15 Semisupervised Manifold Alignment of Multimodal Remote Sensing Images    Devis Tuia, Michele Volpi, Maxime Trolliet, Gustau Camps-Valls arXiv_CV arXiv_CV  Pose  Action  Classification  Image_Classification  PDF
• 2021-04-15 A survey of active learning algorithms for supervised remote sensing image classification    Devis Tuia, Michele Volpi, Loris Copa, Mikhail Kanevski, Jordi Munoz-Mari arXiv_CV arXiv_CV  Review  Survey  Classification  Image_Classification  PDF
• 2021-04-15 All-You-Can-Fit 8-Bit Flexible Floating-Point Format for Accurate and Memory-Efficient Inference of Deep Neural Networks    Cheng-Wei Huang, Tim-Wei Chen, Juinn-Dar Huang arXiv_AI arXiv_AI  Pose  Action  Classification  Image_Classification  Inference  PDF
• 2021-04-15 A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation    Jianlong Yuan, Yifan Liu, Chunhua Shen, Zhibin Wang, Hao Li arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Image_Classification  PDF
• 2021-04-14 Continual Learning From Unlabeled Data Via Deep Clustering    Jiangpeng He, Fengqing Zhu arXiv_CV arXiv_CV  Unsupervised  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-04-14 Annealing Knowledge Distillation    Aref Jafari, Mehdi Rezagholizadeh, Pranav Sharma, Ali Ghodsi arXiv_CL arXiv_CL  Bert  Knowledge  Pose  Classification  Image_Classification  Inference  PDF
• 2021-04-14 Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview Coding    Vladan Stojnić (1), Vladimir Risojević (1) ((1) Faculty of Electrical Engineering, University of Banja Luka, Bosnia and Herzegovina) arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Classification  Image_Classification  PDF
• 2021-04-13 ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration    Junyu Chen, Yufan He, Eric C. Frey, Ye Li, Yong Du arXiv_CV arXiv_CV  Transformer  Segmentation  Unsupervised  Pose  Classification  Relation  Attention  Medical  CNN  Image_Classification  PDF
• 2021-04-13 Anomaly Detection in Image Datasets Using Convolutional Neural Networks, Center Loss, and Mahalanobis Distance    Garnik Vareldzhan, Kirill Yurkov, Konstantin Ushenin arXiv_CV arXiv_CV  Pose  Classification  Detection  CNN  Image_Classification  PDF
• 2021-04-13 Fast Hierarchical Games for Image Explanations    Jacopo Teneggi, Alexandre Luster, Jeremias Sulam arXiv_CV arXiv_CV  Classification  Medical  Image_Classification  Prediction  PDF
• 2021-04-12 Domain Adaptive Monocular Depth Estimation With Semantic Information    Fei Lu, Hyeonwoo Yu, Jean Oh arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-04-12 Fruit Quality and Defect Image Classification with Conditional GAN Data Augmentation    Jordan J. Bird, Chloe M. Barnes, Luis J. Manso, Anikó Ekárt, Diego R. Faria arXiv_CV arXiv_CV  Transfer_Learning  Adversarial  Classification  GAN  CNN  Image_Classification  PDF
• 2021-04-12 Improved Conformer-based End-to-End Speech Recognition Using Neural Architecture Search    Yukun Liu, Ta Li, Pengyuan Zhang, Yonghong Yan arXiv_SD arXiv_SD  Transformer  NAS  Recognition  Speech  Pose  Classification  Speech_Recognition  Image_Classification  PDF
• 2021-04-11 Zero-Shot Learning on 3D Point Cloud Objects and Beyond    Ali Cheraghian, Shafinn Rahman, Townim F. Chowdhury, Dylan Campbell, Lars Petersson arXiv_CV arXiv_CV  Point_Cloud  3D  Zero-Shot  Pose  Classification  Attention  Image_Classification  PDF
• 2021-04-09 Class-Wise Principal Component Analysis for hyperspectral image feature extraction    Dimitra Koumoutsou, Eleni Charou, Georgios Siolas, Giorgos Stamou arXiv_CV arXiv_CV  Pose  Action  Classification  Image_Classification  PDF
• 2021-04-09 Unsupervised Class-Incremental Learning Through Confusion    Shivam Khare, Kun Cao, James Rehg arXiv_CV arXiv_CV  Unsupervised  Classification  Detection  Image_Classification  PDF
• 2021-04-09 CondenseNet V2: Sparse Feature Reactivation for Deep Networks    Le Yang, Haojun Jiang, Ruojin Cai, Yulin Wang, Shiji Song, Gao Huang, Qi Tian arXiv_CV arXiv_CV  Sparse  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-04-09 Out-of-distribution detection in satellite image classification    Jakob Gawlikowski, Sudipan Saha, Anna Kruspe, Xiao Xiang Zhu arXiv_CV arXiv_CV  Classification  Deep_Learning  Detection  Image_Classification  PDF
• 2021-04-09 Direct Differentiable Augmentation Search    Aoming Liu, Zehao Huang, Zhiwu Huang, Naiyan Wang arXiv_CV arXiv_CV  Pose  Classification  Detection  Object_Detection  GAN  Image_Classification  PDF
• 2021-04-09 Multiple Simultaneous Pseudo Image Classification with Random Fields and a Deep Belief Network for Disease Indication    Robert A. Murphy arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-04-09 Reinforced Attention for Few-Shot Learning and Beyond    Jie Hong, Pengfei Fang, Weihao Li, Tong Zhang, Christian Simon, Mehrtash Harandi, Lars Petersson arXiv_CV arXiv_CV  Embedding  Reinforcement_Learning  Pose  Classification  Few-Shot  Attention  Image_Classification  Prediction  PDF
• 2021-04-09 Social Media Images Classification Models for Real-time Disaster Response    Firoj Alam, Tanvirul Alam, Ferda Ofli, Muhammad Imran arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-04-09 Combined Depth Space based Architecture Search For Person Re-identification    Hanjun Li, Gaojie Wu, Wei-Shi Zheng arXiv_CV arXiv_CV  NAS  Person_Re-identification  Pose  Action  Classification  Re-identification  Image_Classification  Inference  PDF
• 2021-04-09 eGAN: Unsupervised approach to class imbalance using transfer learning    Ademola Okerinde, Lior Shamir, William Hsu, Tom Theis, Nasik Nafi arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Knowledge  Adversarial  Pose  Classification  GAN  Image_Classification  Prediction  PDF
• 2021-04-09 Self-Weighted Ensemble Method to Adjust the Influence of Individual Models based on Reliability    YeongHyeon Park, JoonSung Lee, Wonseok Park arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-04-08 Robust Differentiable SVD    Wei Wang, Zheng Dang, Yinlin Hu, Pascal Fua, Mathieu Salzmann arXiv_CV arXiv_CV  Style_Transfer  Classification  Image_Classification  PDF
• 2021-04-08 Robust Self-Ensembling Network for Hyperspectral Image Classification    Yonghao Xu, Bo Du, Liangpei Zhang arXiv_CV arXiv_CV  Unsupervised  Knowledge  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-04-08 Few-Shot Action Recognition with Compromised Metric via Optimal Transport    Su Lu, Han-Jia Ye, De-Chuan Zhan arXiv_AI arXiv_AI  Embedding  Recognition  Pose  Action_Recognition  Action  Classification  Relation  Few-Shot  Image_Classification  Matching  PDF
• 2021-04-08 HindSight: A Graph-Based Vision Model Architecture For Representing Part-Whole Hierarchies    Muhammad AbdurRafae arXiv_AI arXiv_AI  Image_Caption  Self-Supervised  Pose  Action  Classification  Detection  Object_Detection  Caption  Image_Classification  PDF
• 2021-04-08 Prototypical Region Proposal Networks for Few-Shot Localization and Classification    Elliott Skomski, Aaron Tuor, Andrew Avila, Lauren Phillips, Zachary New, Henry Kvinge, Courtney D. Corley, Nathan Hodas arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-04-08 Deep Features for training Support Vector Machine    Loris Nanni, Stefano Ghidoni, Sheryl Brahnam arXiv_AI arXiv_AI  Salient  Pose  Classification  CNN  Image_Classification  PDF
• 2021-04-07 Quantum Enhanced Filter: QFilter    Parfait Atchade-Adelomou, Guillermo Alonso-Linaje arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-04-07 Streaming Self-Training via Domain-Agnostic Unlabeled Images    Zhiqiu Lin, Deva Ramanan, Aayush Bansal arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Recognition  OCR  Knowledge  Face  Classification  Medical  Image_Classification  PDF
• 2021-04-07 Distilling and Transferring Knowledge via cGAN-generated Samples for Image Classification and Regression    Xin Ding, Z. Jane Wang, Zuheng Xu, Yongwei Wang, William J. Welch arXiv_CV arXiv_CV  Knowledge  Adversarial  Pose  Face  Classification  Deep_Learning  GAN  Image_Classification  PDF
• 2021-04-07 Darts-Conformer: Towards Efficient Gradient-Based Neural Architecture Search For End-to-End ASR    Xian Shi, Pan Zhou, Wei Chen, Lei Xie arXiv_SD arXiv_SD  NAS  Knowledge  Pose  Classification  Attention  Image_Classification  Language_Model  PDF
• 2021-04-06 Robust Semantic Interpretability: Revisiting Concept Activation Vectors    Jacob Pfau, Albert T. Young, Jerome Wei, Maria L. Wei, Michael J. Keiser arXiv_AI arXiv_AI  Salient  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-04-06 Fourier Image Transformer    Tim-Oliver Buchholz, Florian Jug arXiv_CV arXiv_CV  Image_Caption  Transformer  Reconstruction  Pose  Classification  CNN  Image_Classification  PDF
• 2021-04-06 White Box Methods for Explanations of Convolutional Neural Networks in Image Classification Tasks    Meghna P Ayyar, Jenny Benois-Pineau, Akka Zemmari arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  CNN  Image_Classification  Prediction  PDF
• 2021-04-06 Dopamine Transporter SPECT Image Classification for Neurodegenerative Parkinsonism via Diffusion Maps and Machine Learning Classifiers    Jun-En Ding, Chi-Hsiang Chu, Mong-Na Lo Huang, Chien-Ching Hsu arXiv_CV arXiv_CV  Embedding  Image_Generation  3D  Pose  Classification  Image_Classification  PDF
• 2021-04-06 Beyond Categorical Label Representations for Image Classification    Boyuan Chen, Yu Li, Sunand Raghupathi, Hod Lipson arXiv_AI arXiv_AI  Adversarial  Classification  Image_Classification  PDF
• 2021-04-06 Hypothesis-driven Stream Learning with Augmented Memory    Mengmi Zhang, Rohil Badkundri, Morgan B. Talbot, Gabriel Kreiman arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-04-05 Explainability-aided Domain Generalization for Image Classification    Robin M. Schmidt arXiv_CV arXiv_CV  Transformer  Pose  Classification  Attention  Image_Classification  Prediction  PDF
• 2021-04-03 Towards Self-Adaptive Metric Learning On the Fly    Yang Gao, Yi-Fan Li, Swarup Chandra, Latifur Khan, Bhavani Thuraisingham arXiv_CV arXiv_CV  Image_Retrieval  Pose  Classification  Image_Classification  PDF
• 2021-04-02 Misclassification-Aware Gaussian Smoothing improves Robustness against Domain Shifts    Athanasios Tsiligkaridis, Theodoros Tsiligkaridis arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-04-02 LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference    Ben Graham, Alaaeldin El-Nouby, Hugo Touvron, Pierre Stock, Armand Joulin, Hervé Jégou, Matthijs Douze arXiv_CV arXiv_CV  Transformer  Pose  Classification  Attention  CNN  Image_Classification  Inference  PDF
• 2021-04-02 Defending Against Image Corruptions Through Adversarial Augmentations    Dan A. Calian, Florian Stimberg, Olivia Wiles, Sylvestre-Alvise Rebuffi, Andras Gyorgy, Timothy Mann, Sven Gowal arXiv_CV arXiv_CV  Adversarial  Classification  Image_Classification  PDF
• 2021-04-02 Plot2API: Recommending Graphic API from Plot via Semantic Parsing Guided Neural Network    Zeyu Wang, Sheng Huang, Zhongxin Liu, Meng Yan, Xin Xia, Bei Wang, Dan Yang arXiv_AI arXiv_AI  Classification  Deep_Learning  Relation  CNN  Image_Classification  Recommendation  PDF
• 2021-04-02 LiftPool: Bidirectional ConvNet Pooling    Jiaojiao Zhao, Cees G.M. Snoek arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  CNN  Image_Classification  PDF
• 2021-04-02 AAformer: Auto-Aligned Transformer for Person Re-Identification    Kuan Zhu, Haiyun Guo, Shiliang Zhang, Yaowei Wang, Gaopan Huang, Honglin Qiao, Jing Liu, Jinqiao Wang, Ming Tang arXiv_CV arXiv_CV  Transformer  Embedding  Person_Re-identification  Pose  Classification  Detection  Object_Detection  Attention  Re-identification  CNN  Image_Classification  PDF
• 2021-04-02 Network Quantization with Element-wise Gradient Scaling    Junghyup Lee, Dohyung Kim, Bumsub Ham arXiv_CV arXiv_CV  Quantization  Pose  Classification  Image_Classification  PDF
• 2021-04-02 Analyzing and Quantifying Generalization in Convolutional Neural Networks    Yang Zhao, Hao Zhang arXiv_CV arXiv_CV  Pose  Quantitative  Classification  CNN  Image_Classification  PDF
• 2021-04-02 Unconstrained Face Recognition using ASURF and Cloud-Forest Classifier optimized with VLAD    A Vinay, Aviral Joshi, Hardik Mahipal Surana, Harsh Garg, K N BalasubramanyaMurthy, S Natarajan arXiv_CV arXiv_CV  Face_Detection  Quantization  Recognition  Pose  Face  Classification  Detection  Face_Recognition  Image_Classification  PDF
• 2021-04-01 Effect of Radiology Report Labeler Quality on Deep Learning Models for Chest X-Ray Interpretation    Saahil Jain, Akshay Smit, Andrew Y. Ng, Pranav Rajpurkar arXiv_CV arXiv_CV  Bert  Classification  Deep_Learning  Image_Classification  PDF
• 2021-04-01 A study on the effects of compression on hyperspectral image classification    Kiran Mantripragada, Phuong D. Dao, Yuhong He, Faisal Z. Qureshi arXiv_CV arXiv_CV  Reconstruction  Classification  Image_Classification  PDF
• 2021-04-01 Confidence Adaptive Anytime Pixel-Level Recognition    Zhuang Liu, Trevor Darrell, Evan Shelhamer arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  Pose_Estimation  Pose  Classification  Image_Classification  Inference  Prediction  PDF
• 2021-04-01 Remote Sensing Image Classification with the SEN12MS Dataset    Michael Schmitt, Yu-Lun Wu arXiv_CV arXiv_CV  Scene_Classification  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-04-01 Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study    Zhiqiang Shen, Zechun Liu, Dejia Xu, Zitian Chen, Kwang-Ting Cheng, Marios Savvides arXiv_AI arXiv_AI  Knowledge  Pose  Quantitative  Classification  Image_Classification  PDF
• 2021-04-01 SpectralNET: Exploring Spatial-Spectral WaveletCNN for Hyperspectral Image Classification    Tanmay Chakraborty, Utkarsh Trehan arXiv_CV arXiv_CV  3D  Pose  Classification  CNN  Image_Classification  PDF
• 2021-03-31 Going deeper with Image Transformers    Hugo Touvron, Matthieu Cord, Alexandre Sablayrolles, Gabriel Synnaeve, Hervé Jégou arXiv_CV arXiv_CV  Transformer  Optimization  Classification  CNN  Image_Classification  PDF
• 2021-03-31 Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition    Guangrun Wang, Liang Lin, Rongcong Chen, Guangcong Wang, Jiqi Zhang arXiv_CV arXiv_CV  NAS  Person_Re-identification  Unsupervised  Recognition  Self-Supervised  Classification  Re-identification  Image_Classification  PDF
• 2021-03-31 A Novel Deep ML Architecture by Integrating Visual Simultaneous Localization and Mapping into Mask R-CNN for Real-time Surgical Video Analysis    Ella Selina Lan arXiv_CV arXiv_CV  Recognition  3D  Review  SLAM  Classification  Detection  Object_Detection  Image_Classification  Prediction  PDF
• 2021-03-31 Fixing the Teacher-Student Knowledge Discrepancy in Distillation    Jiangfan Han, Mengya Gao, Yujie Wang, Quanquan Li, Hongsheng Li, Xiaogang Wang arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-03-31 On the Robustness of Vision Transformers to Adversarial Examples    Kaleel Mahmood, Rigel Mahmood, Marten van Dijk arXiv_CV arXiv_CV  Transformer  Adversarial  Classification  Attention  CNN  Image_Classification  PDF
• 2021-03-30 DAP: Detection-Aware Pre-training with Weak Supervision    Yuanyi Zhong, Jianfeng Wang, Lijuan Wang, Jian Peng, Yu-Xiong Wang, Lei Zhang arXiv_CV arXiv_CV  Weakly_Supervised  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-03-30 Exploiting Invariance in Training Deep Neural Networks    Chengxi Ye, Xiong Zhou, Tristan McKinney, Yanfeng Liu, Qinggang Zhou, Fedor Zhdanov arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Gradient_Descent  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-03-30 Learning Representational Invariances for Data-Efficient Action Recognition    Yuliang Zou, Jinwoo Choi, Qitong Wang, Jia-Bin Huang arXiv_CV arXiv_CV  Recognition  Action_Recognition  Action  Classification  Image_Classification  Prediction  PDF
• 2021-03-30 Distribution Alignment: A Unified Framework for Long-tail Visual Recognition    Songyang Zhang, Zeming Li, Shipeng Yan, Xuming He, Jian Sun arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Recognition  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-03-30 Rethinking Spatial Dimensions of Vision Transformers    Byeongho Heo, Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Junsuk Choe, Seong Joon Oh arXiv_CV arXiv_CV  Transformer  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2021-03-30 Model-Contrastive Federated Learning    Qinbin Li, Bingsheng He, Dawn Song arXiv_AI arXiv_AI  Pose  Contrastive_Learning  Classification  Deep_Learning  Image_Classification  PDF
• 2021-03-30 MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption    Alexander Bartler, Andre Bühler, Felix Wiewel, Mario Döbler, Bin Yang arXiv_AI arXiv_AI  Self-Supervised  Pose  Classification  Deep_Learning  Image_Classification  Prediction  PDF
• 2021-03-29 Data Augmentation in a Hybrid Approach for Aspect-Based Sentiment Analysis    Tomas Liesting, Flavius Frasincar, Maria Mihaela Trusca arXiv_CL arXiv_CL  Knowledge  Pose  Classification  Sentiment  Image_Classification  PDF
• 2021-03-29 Automating Defense Against Adversarial Attacks: Discovery of Vulnerabilities and Application of Multi-INT Imagery to Protect Deployed Models    Josh Kalin, David Noever, Matthew Ciolino, Dominick Hambrick, Gerry Dozier arXiv_CV arXiv_CV  Recognition  Adversarial  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-03-29 Rethinking Neural Operations for Diverse Tasks    Nicholas Roberts, Mikhail Khodak, Tri Dao, Liam Li, Christopher Ré, Ameet Talwalkar arXiv_AI arXiv_AI  NAS  Classification  Image_Classification  PDF
• 2021-03-29 Discrimination-aware Network Pruning for Deep Model Compression    Jing Liu, Bohan Zhuang, Zhuangwei Zhuang, Yong Guo, Junzhou Huang, Jinhui Zhu, Mingkui Tan arXiv_CV arXiv_CV  Reconstruction  Recognition  Pose  Face  Classification  Face_Recognition  Image_Classification  Inference  PDF
• 2021-03-29 ViViT: A Video Vision Transformer    Anurag Arnab, Mostafa Dehghani, Georg Heigold, Chen Sun, Mario Lučić, Cordelia Schmid arXiv_CV arXiv_CV  Transformer  3D  Pose  Classification  CNN  Image_Classification  Video_Classification  PDF
• 2021-03-29 Capsule Network is Not More Robust than Convolutional Network    Jindong Gu, Volker Tresp, Han Hu arXiv_CV arXiv_CV  Reconstruction  Regularization  Pose  Classification  CNN  Image_Classification  PDF
• 2021-03-29 Selective Output Smoothing Regularization: Regularize Neural Networks by Softening Output Distributions    Xuan Cheng, Tianshu Xie, Xiaomin Wang, Qifeng Weng, Minghui Liu, Jiali Deng, Ming Liu arXiv_CV arXiv_CV  Regularization  Pose  Classification  Detection  CNN  Image_Classification  PDF
• 2021-03-29 Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding    Pengchuan Zhang, Xiyang Dai, Jianwei Yang, Bin Xiao, Lu Yuan, Lei Zhang, Jianfeng Gao arXiv_AI arXiv_AI  Transformer  Segmentation  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2021-03-29 Classifying Video based on Automatic Content Detection Overview    Yilin Wang, Jiayi Ye arXiv_CV arXiv_CV  Review  Classification  Detection  Relation  Image_Classification  Video_Classification  PDF
• 2021-03-29 'Weak AI' is Likely to Never Become 'Strong AI', So What is its Greatest Value for us?    Bin Liu arXiv_AI arXiv_AI  Classification  Image_Classification  Prediction  PDF
• 2021-03-28 BA^2M: A Batch Aware Attention Module for Image Classification    Qishang Cheng, Hongliang Li, Qingbo Wu, King Ngi Ngan arXiv_CV arXiv_CV  Recognition  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2021-03-27 Going Deeper Into Face Detection: A Survey    Shervin Minaee, Ping Luo, Zhe Lin, Kevin Bowyer arXiv_CV arXiv_CV  Face_Detection  Recognition  Pose  Face  Survey  Classification  Deep_Learning  Detection  Image_Classification  PDF
• 2021-03-27 IoU Attack: Towards Temporally Coherent Black-Box Adversarial Attack for Visual Object Tracking    Shuai Jia, Yibing Song, Chao Ma, Xiaokang Yang arXiv_CV arXiv_CV  Tracking  Object_Tracking  Knowledge  Adversarial  Pose  Classification  Detection  Relation  Image_Classification  PDF
• 2021-03-27 CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification    Chun-Fu Chen, Quanfu Fan, Rameswar Panda arXiv_CV arXiv_CV  Transformer  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2021-03-26 Understanding Robustness of Transformers for Image Classification    Srinadh Bhojanapalli, Ayan Chakrabarti, Daniel Glasner, Daliang Li, Thomas Unterthiner, Andreas Veit arXiv_AI arXiv_AI  Transformer  Classification  CNN  Image_Classification  PDF
• 2021-03-26 Unsupervised Robust Domain Adaptation without Source Data    Peshal Agarwal, Danda Pani Paudel, Jan-Nico Zaech, Luc Van Gool arXiv_CV arXiv_CV  Unsupervised  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-03-26 Distilling Object Detectors via Decoupled Features    Jianyuan Guo, Kai Han, Yunhe Wang, Han Wu, Xinghao Chen, Chunjing Xu, Chang Xu arXiv_CV arXiv_CV  Embedding  Knowledge  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-03-26 MedSelect: Selective Labeling for Medical Image Classification Combining Meta-Learning with Deep Reinforcement Learning    Akshay Smit, Damir Vrabac, Yujie He, Andrew Y. Ng, Andrew L. Beam, Pranav Rajpurkar arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-03-26 Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification    Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang arXiv_CV arXiv_CV  Image_Caption  Embedding  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-03-25 Swin Transformer: Hierarchical Vision Transformer using Shifted Windows    Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  Attention  Image_Classification  Prediction  PDF
• 2021-03-25 Self-Supervised Training Enhances Online Continual Learning    Jhair Gallardo, Tyler L. Hayes, Christopher Kanan arXiv_CV arXiv_CV  Self-Supervised  Classification  Image_Classification  PDF
• 2021-03-25 Spatial-spectral Hyperspectral Image Classification via Multiple Random Anchor Graphs Ensemble Learning    Yanling Miao, Qi Wang, Mulin Chen, Xuelong Li arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-03-25 ECINN: Efficient Counterfactuals from Invertible Neural Networks    Frederik Hvilshøj, Alexandros Iosifidis, Ira Assent arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-03-24 Diverse Branch Block: Building a Convolution as an Inception-like Unit    Xiaohan Ding, Xiangyu Zhang, Jungong Han, Guiguang Ding arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  Inference  PDF
• 2021-03-24 Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types    Thomas Mensink, Jasper Uijlings, Alina Kuznetsova, Michael Gygli, Vittorio Ferrari arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Knowledge  Classification  Detection  Object_Detection  Image_Classification  Autonomous  Recommendation  PDF
• 2021-03-24 W2WNet: a two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality    Francesco Ponzio, Enrico Macii, Elisa Ficarra, Santa Di Cataldo arXiv_AI arXiv_AI  Pose  Classification  CNN  Image_Classification  Inference  Prediction  PDF
• 2021-03-23 Enhanced Gradient for Differentiable Architecture Search    Haichao Zhang, Kuangrong Hao, Lei Gao, Xuesong Tang, Bing Wei arXiv_CV arXiv_CV  NAS  Pose  Classification  Image_Classification  PDF
• 2021-03-22 DeepViT: Towards Deeper Vision Transformer    Daquan Zhou, Bingyi Kang, Xiaojie Jin, Linjie Yang, Xiaochen Lian, Qibin Hou, Jiashi Feng arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2021-03-21 Hierarchical Representation based Query-Specific Prototypical Network for Few-Shot Image Classification    Yaohui Li, Huaxiong Li, Haoxing Chen, Chunlin Chen arXiv_CV arXiv_CV  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-03-20 Patch AutoAugment    Shiqi Lin, Tao Yu, Ruoyu Feng, Zhibo Chen arXiv_CV arXiv_CV  Recognition  Reinforcement_Learning  Pose  Classification  Image_Classification  PDF
• 2021-03-19 Variational Knowledge Distillation for Disease Classification in Chest X-Rays    Tom van Sonsbeek, Xiantong Zhen, Marcel Worring, Ling Shao arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Medical  Image_Classification  Inference  PDF
• 2021-03-19 ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases    Stéphane d'Ascoli, Hugo Touvron, Matthew Leavitt, Ari Morcos, Giulio Biroli, Levent Sagun arXiv_CV arXiv_CV  Transformer  Classification  Attention  CNN  Image_Classification  PDF
• 2021-03-19 Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification    Yash Sharma, Aman Shrivastava, Lubaina Ehsan, Christopher A. Moskaluk, Sana Syed, Donald E. Brown arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Attention  CNN  Image_Classification  Prediction  PDF
• 2021-03-19 Scalable Visual Transformers with Hierarchical Pooling    Zizheng Pan, Bohan Zhuang, Jing Liu, Haoyu He, Jianfei Cai arXiv_CV arXiv_CV  Transformer  Recognition  Pose  Classification  Attention  CNN  Image_Classification  Inference  PDF
• 2021-03-18 3D Human Pose Estimation with Spatial and Temporal Transformers    Ce Zheng, Sijie Zhu, Matias Mendieta, Taojiannan Yang, Chen Chen, Zhengming Ding arXiv_AI arXiv_AI  Transformer  Segmentation  Semantic_Segmentation  3D  Pose_Estimation  Pose  Quantitative  Classification  Detection  Relation  Object_Detection  CNN  Image_Classification  PDF
• 2021-03-18 The Low-Rank Simplicity Bias in Deep Networks    Minyoung Huh, Hossein Mobahi, Richard Zhang, Brian Cheung, Pulkit Agrawal, Phillip Isola arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-03-18 Consistency-based Active Learning for Object Detection    Weiping Yu, Sijie Zhu, Taojiannan Yang, Chen Chen arXiv_AI arXiv_AI  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-03-18 The Case for High-Accuracy Classification: Think Small, Think Many!    Mohammad Hosseini, Mahmudul Hasan arXiv_AI arXiv_AI  Pose  Classification  Detection  Image_Classification  Inference  Prediction  PDF
• 2021-03-18 TPPI-Net: Towards Efficient and Practical Hyperspectral Image Classification    Hao Chen, Xiaohua Li, Jiliu Zhou arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-03-17 HAMIL: Hierarchical Aggregation-Based Multi-Instance Learning for Microscopy Image Classification    Yanlun Tu, Houchao Lei, Wei Long, Yang Yang arXiv_CV arXiv_CV  Pose  Action  Classification  Medical  CNN  Image_Classification  PDF
• 2021-03-17 Gradient Projection Memory for Continual Learning    Gobinda Saha, Isha Garg, Kaushik Roy arXiv_CV arXiv_CV  Gradient_Descent  Pose  Quantitative  Classification  Image_Classification  PDF
• 2021-03-17 Quantitative Effectiveness Assessment and Role Categorization of Individual Units in Convolutional Neural Networks    Yang Zhao, Hao Zhang arXiv_CV arXiv_CV  Pose  Quantitative  Classification  CNN  Image_Classification  PDF
• 2021-03-17 Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions    Sebastian Bujwid, Josephine Sullivan arXiv_CV arXiv_CV  Embedding  Zero-Shot  Classification  Image_Classification  PDF
• 2021-03-17 Triplet-Watershed for Hyperspectral Image Classification    Aditya Challa, Sravan Danda, B.S.Daya Sagar, Laurent Najman arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Relation  Image_Classification  Inference  PDF
• 2021-03-16 Is it Enough to Optimize CNN Architectures on ImageNet?    Lukas Tuggener, Jürgen Schmidhuber, Thilo Stadelmann arXiv_CV arXiv_CV  Classification  Relation  CNN  Image_Classification  PDF
• 2021-03-16 Distributed Deep Learning Using Volunteer Computing-Like Paradigm    Medha Atre, Birendra Jha, Ashwini Rao arXiv_AI arXiv_AI  Recognition  Speech  Classification  Deep_Learning  Sentiment  Speech_Recognition  Image_Classification  PDF
• 2021-03-16 Learned Gradient Compression for Distributed Deep Learning    Lusine Abrahamyan, Yiming Chen, Giannis Bekoulis, Nikos Deligiannis arXiv_AI arXiv_AI  Segmentation  Quantization  Semantic_Segmentation  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-03-16 Adversarial YOLO: Defense Human Detection Patch Attacks via Detecting Adversarial Patches    Nan Ji, YanFei Feng, Haidong Xie, Xueshuang Xiang, Naijin Liu arXiv_CV arXiv_CV  Knowledge  Adversarial  Pose  Classification  Detection  Object_Detection  Attention  Image_Classification  Inference  PDF
• 2021-03-15 Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification    Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu arXiv_CV arXiv_CV  Unsupervised  Reinforcement_Learning  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-03-15 UPANets: Learning from the Universal Pixel Attention Networks    Ching-Hsun Tseng, Shin-Jye Lee, Jia-Nan Feng, Shengzhong Mao, Yu-Ping Wu, Jia-Yu Shang, Mou-Chung Tseng, Xiao-Jun Zeng arXiv_CV arXiv_CV  Transformer  Pose  Classification  Attention  Image_Classification  PDF
• 2021-03-15 Sampling-free Variational Inference for Neural Networks with Multiplicative Activation Noise    Jannik Schmitt, Stefan Roth arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  Inference  Prediction  PDF
• 2021-03-15 Evolving parametrized Loss for Image Classification Learning on Small Datasets    Zhaoyang Hai, Xiabi Liu arXiv_AI arXiv_AI  Gradient_Descent  Pose  Classification  Image_Classification  PDF
• 2021-03-14 CrossoverScheduler: Overlapping Multiple Distributed Training Applications in a Crossover Manner    Cheng Luo, Lei Qu, Youshan Miao, Peng Cheng, Yongqiang Xiong arXiv_AI arXiv_AI  Gradient_Descent  Classification  Deep_Learning  Image_Classification  PDF
• 2021-03-13 Efficient Sparse Artificial Neural Networks    Seyed Majid Naji, Azra Abtahi, Farokh Marvasti arXiv_AI arXiv_AI  Sparse  Pose  Classification  Image_Classification  PDF
• 2021-03-12 Uncertainty-guided Model Generalization to Unseen Domains    Fengchun Qiao, Xi Peng arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  Text_Classification  Knowledge  Speech  Pose  Classification  GAN  Speech_Recognition  Image_Classification  PDF
• 2021-03-12 Sequential Random Network for Fine-grained Image Classification    Chaorong Li, Malu Zhang, Wei Huang, Fengqing Qin, Anping Zeng, Yuanyuan Huang arXiv_AI arXiv_AI  Transformer  Recognition  RNN  Pose  Classification  CNN  Image_Classification  PDF
• 2021-03-12 Learnable Companding Quantization for Accurate Low-bit Neural Networks    Kohei Yamamoto arXiv_CV arXiv_CV  Quantization  Pose  Classification  Detection  Object_Detection  Image_Classification  Inference  PDF
• 2021-03-12 Interleaving Learning, with Application to Neural Architecture Search    Hao Ban, Pengtao Xie arXiv_AI arXiv_AI  NAS  Optimization  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-03-10 Spatially Consistent Representation Learning    Byungseok Roh, Wuhyun Shin, Ildoo Kim, Sungwoong Kim arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-03-10 TransMed: Transformers Advance Multi-modal Medical Image Classification    Yin Dai, Yifan Gao arXiv_CV arXiv_CV  Transformer  Segmentation  Knowledge  Pose  Classification  Detection  Relation  Medical  CNN  Image_Classification  PDF
• 2021-03-10 Evaluating COPY-BLEND Augmentation for Low Level Vision Tasks    Pranjay Shyam, Sandeep Singh Sengar, Kuk-Jin Yoon, Kyung-Soo Kim arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Enhancement  Image_Enhancement  Classification  Detection  Relation  Object_Detection  Image_Classification  PDF
• 2021-03-09 Thumbnail: A Novel Data Augmentation for Convolutional Neural Network    Tianshu Xie, Xuan Cheng, Minghui Liu, Jiali Deng, Xiaomin Wang, Ming Liu arXiv_CV arXiv_CV  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2021-03-08 Multimodal Representation Learning via Maximization of Local Mutual Information    Ruizhi Liao, Daniel Moyer, Miriam Cha, Keegan Quigley, Seth Berkowitz, Steven Horng, Polina Golland, William M. Wells arXiv_CV arXiv_CV  Image_Caption  Represenation_Learning  Pose  Classification  Image_Classification  PDF
• 2021-03-08 Improving Global Adversarial Robustness Generalization With Adversarially Trained GAN    Desheng Wang (1), Weidong Jin (1), Yunpu Wu (1), Aamir Khan (1) ((1) School of Electrical Engineering, Southwest Jiaotong University, Chengdu, P. R. China) arXiv_CV arXiv_CV  Adversarial  Pose  Classification  GAN  CNN  Image_Classification  PDF
• 2021-03-07 Efficient Model Performance Estimation via Feature Histories    Shengcao Cao, Xiaofang Wang, Kris Kitani arXiv_CV arXiv_CV  NAS  Optimization  Pose  Classification  Image_Classification  PDF
• 2021-03-07 TransBTS: Multimodal Brain Tumor Segmentation Using Transformer    Wenxuan Wang, Chen Chen, Meng Ding, Jiangyun Li, Hong Yu, Sen Zha arXiv_AI arXiv_AI  Transformer  Segmentation  3D  Pose  Classification  Attention  Medical  Image_Classification  Prediction  PDF
• 2021-03-07 Student-Teacher Feature Pyramid Matching for Unsupervised Anomaly Detection    Guodong Wang, Shumin Han, Errui Ding, Di Huang arXiv_CV arXiv_CV  Unsupervised  Knowledge  Pose  Classification  Detection  Image_Classification  Inference  Matching  PDF
• 2021-03-07 Spectral Tensor Train Parameterization of Deep Learning Layers    Anton Obukhov, Maxim Rakhuba, Alexander Liniger, Zhiwu Huang, Stamatios Georgoulis, Dengxin Dai, Luc Van Gool arXiv_CV arXiv_CV  Optimization  Adversarial  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-03-06 Contextual Dropout: An Efficient Sample-Dependent Dropout Module    Xinjie Fan, Shujian Zhang, Korawat Tanwisuth, Xiaoning Qian, Mingyuan Zhou arXiv_CV arXiv_CV  Pose  Classification  VQA  Image_Classification  Prediction  QA  PDF
• 2021-03-06 End-to-end optimized image compression for multiple machine tasks    Lahiru D. Chamain, Fabien Racapé, Jean Bégaint, Akshay Pushparaja, Simon Feltman arXiv_AI arXiv_AI  Segmentation  Pose  Classification  Detection  Object_Detection  Image_Compression  Image_Classification  PDF
• 2021-03-06 Noisy Label Learning for Large-scale Medical Image Classification    Fengbei Liu, Yu Tian, Filipe R. Cordeiro, Vasileios Belagiannis, Ian Reid, Gustavo Carneiro arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-03-06 Selective Replay Enhances Learning in Online Continual Analogical Reasoning    Tyler L. Hayes, Christopher Kanan arXiv_AI arXiv_AI  Reinforcement_Learning  Pose  Classification  Image_Classification  PDF
• 2021-03-05 Don't Forget to Sign the Gradients!    Omid Aramoon, Pin-Yu Chen, Gang Qu arXiv_AI arXiv_AI  Classification  Deep_Learning  Image_Classification  Prediction  PDF
• 2021-03-05 Measuring Model Biases in the Absence of Ground Truth    Osman Aka, Ken Burke, Alex Bäuerle, Christina Greer, Margaret Mitchell arXiv_CV arXiv_CV  Sparse  Classification  Relation  Image_Classification  Prediction  PDF
• 2021-03-04 QAIR: Practical Query-efficient Black-Box Attacks for Image Retrieval    Xiaodan Li, Jinfeng Li, Yuefeng Chen, Shaokai Ye, Yuan He, Shuhui Wang, Hang Su, Hui Xue arXiv_CV arXiv_CV  Optimization  Image_Retrieval  Adversarial  Pose  Classification  Image_Classification  QA  PDF
• 2021-03-04 Unsupervised Domain Adaptation for Image Classification via Structure-Conditioned Adversarial Learning    Hui Wang, Jian Tian, Songyuan Li, Hanbin Zhao, Qi Tian, Fei Wu, Xi Li arXiv_CV arXiv_CV  Unsupervised  Knowledge  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-03-03 Vanishing Twin GAN: How training a weak Generative Adversarial Network can improve semi-supervised image classification    Saman Motamed, Farzad Khalvati arXiv_CV arXiv_CV  Adversarial  Pose  Classification  GAN  Image_Classification  PDF
• 2021-03-03 Learning Invariant Representations across Domains and Tasks    Jindong Wang, Wenjie Feng, Chang Liu, Chaohui Yu, Mingxuan Du, Renjun Xu, Tao Qin, Tie-Yan Liu arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Knowledge  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-03-03 An Alternative Practice of Tropical Convolution to Traditional Convolutional Neural Networks    Shiqing Fan, Ye Luo arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2021-03-02 A Structurally Regularized Convolutional Neural Network for Image Classification using Wavelet-based SubBand Decomposition    Pavel Sinha, Ioannis Psaromiligkos, Zeljko Zilic arXiv_CV arXiv_CV  Quantization  Regularization  Pose  Classification  CNN  Image_Classification  PDF
• 2021-03-02 Comparison of Methods Generalizing Max- and Average-Pooling    Florentin Bieder, Robin Sandkühler, Philippe C. Cattin arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2021-03-01 Multiclass Burn Wound Image Classification Using Deep Convolutional Neural Networks    Behrouz Rostami, Jeffrey Niezgoda, Sandeep Gopalakrishnan, Zeyun Yu arXiv_CV arXiv_CV  Optimization  Action  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-03-01 Brain Programming is Immune to Adversarial Attacks: Towards Accurate and Robust Image Classification using Symbolic Learning    Gerardo Ibarra-Vazquez, Gustavo Olague, Mariana Chan-Ley, Cesar Puente, Carlos Soubervielle-Montalvo arXiv_CV arXiv_CV  Adversarial  Pose  Classification  CNN  Image_Classification  Prediction  PDF
• 2021-03-01 Maximal function pooling with applications    Wojciech Czaja, Weilin Li, Yiran Li, Mike Pekala arXiv_CV arXiv_CV  Sparse  Pose  Classification  CNN  Image_Classification  PDF
• 2021-03-01 Diversifying Sample Generation for Accurate Data-Free Quantization    Xiangguo Zhang, Haotong Qin, Yifu Ding, Ruihao Gong, Qinghua Yan, Renshuai Tao, Yuhang Li, Fengwei Yu, Xianglong Liu arXiv_CV arXiv_CV  Quantization  Enhancement  Pose  Classification  Image_Classification  PDF
• 2021-02-28 Improving Medical Image Classification with Label Noise Using Dual-uncertainty Estimation    Lie Ju, Xin Wang, Lin Wang, Dwarikanath Mahapatra, Xin Zhao, Mehrtash Harandi, Tom Drummond, Tongliang Liu, Zongyuan Ge arXiv_CV arXiv_CV  Recognition  Pose  Classification  Medical  Image_Classification  Prediction  PDF
• 2021-02-28 Moroccan Dialect -Darija- Open Dataset    Aissam Outchakoucht, Hamza Es-Samaali arXiv_CL arXiv_CL  Pose  Classification  Image_Classification  PDF
• 2021-02-27 Evaluating the Progress of Deep Learning for Visual Relational Concepts    Sebastian Stabinger, Peer David, Justus Piater, Antonio Rodríguez-Sánchez arXiv_CV arXiv_CV  Review  Classification  Deep_Learning  Relation  Attention  Visual_Relation  CNN  Image_Classification  PDF
• 2021-02-27 PRISM: A Unified Framework of Parameterized Submodular Information Measures for Targeted Data Subset Selection and Summarization    Vishal Kaushal, Suraj Kothawade, Ganesh Ramakrishnan, Jeff Bilmes, Rishabh Iyer arXiv_CV arXiv_CV  Classification  Summarization  Image_Classification  Matching  PDF
• 2021-02-27 Semi-supervised Learning for COVID-19 Image Classification via ResNet    Lucy Nwuso, Xiangfang Li, Lijun Qian, Seungchan Kim, Xishuang Dong arXiv_CV arXiv_CV  Unsupervised  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-02-26 A Universal Model for Cross Modality Mapping by Relational Reasoning    Zun Li, Congyan Lang, Liqian Liang, Tao Wang, Songhe Feng, Jun Wu, Yidong Li arXiv_CV arXiv_CV  Recognition  Pose  Classification  Relation  Attention  Image_Classification  Recommendation  Matching  PDF
• 2021-02-26 Class Knowledge Overlay to Visual Feature Learning for Zero-Shot Image Classification    Cheng Xie, Ting Zeng, Hongxin Xiang, Keqin Li, Yun Yang, Qing Liu arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Adversarial  Pose  Classification  GAN  Image_Classification  Prediction  PDF
• 2021-02-25 Robust Pollen Imagery Classification with Generative Modeling and Mixup Training    Jaideep Murkute arXiv_CV arXiv_CV  Recognition  Regularization  Pose  Classification  Deep_Learning  CNN  Image_Classification  Prediction  PDF
• 2021-02-25 Do Input Gradients Highlight Discriminative Features?    Harshay Shah, Prateek Jain, Praneeth Netrapalli arXiv_AI arXiv_AI  Adversarial  Classification  Image_Classification  Prediction  PDF
• 2021-02-25 Web Table Classification based on Visual Features    Babette Bühler, Heiko Paulheim arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Action  Classification  Relation  CNN  Image_Classification  PDF
• 2021-02-24 Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions    Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan, Kaitao Song, Ding Liang, Tong Lu, Ping Luo, Ling Shao arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  Prediction  PDF
• 2021-02-23 Arguments for the Unsuitability of Convolutional Neural Networks for Non--Local Tasks    Sebastian Stabinger, David Peer, Antonio Rodríguez-Sánchez arXiv_AI arXiv_AI  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2021-02-23 Probabilistic Spatial Analysis in Quantitative Microscopy with Uncertainty-Aware Cell Detection using Deep Bayesian Regression of Density Maps    Alvaro Gomariz, Tiziano Portenier, César Nombela-Arrieta, Orcun Goksel arXiv_CV arXiv_CV  Segmentation  3D  Pose  Quantitative  Classification  Deep_Learning  Detection  Image_Classification  Prediction  PDF
• 2021-02-22 Thinking Deeply with Recurrence: Generalizing from Easy to Hard Sequential Reasoning Problems    Avi Schwarzschild, Arjun Gupta, Micah Goldblum, Tom Goldstein arXiv_AI arXiv_AI  Recognition  Classification  Image_Classification  Inference  PDF
• 2021-02-22 Explainers in the Wild: Making Surrogate Explainers Robust to Distortions through Perception    Alexander Hepburn, Raul Santos-Rodriguez arXiv_CV arXiv_CV  Embedding  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-02-22 CSTR: A Classification Perspective on Scene Text Recognition    Hongxiang Cai, Jun Sun, Yichao Xiong arXiv_CV arXiv_CV  Segmentation  Recognition  Pose  Scene_Text  Classification  CNN  Image_Classification  PDF
• 2021-02-22 MetaDelta: A Meta-Learning System for Few-shot Image Classification    Yudong Chen, Chaoyu Guan, Zhikun Wei, Xin Wang, Wenwu Zhu arXiv_AI arXiv_AI  Pose  Classification  Few-Shot  Image_Classification  Inference  Prediction  PDF
• 2021-02-21 Combining Spiking Neural Network and Artificial Neural Network for Enhanced Image Classification    Naoya Muramatsu, Hai-Tao Yu arXiv_CV arXiv_CV  Classification  Attention  Image_Classification  PDF
• 2021-02-21 A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification    Yixin Li, Xinran Wu, Chen Li, Changhao Sun, Md Rahaman, Yudong Yao, Xiaoyan Li, Yong Zhang, Tao Jiang arXiv_CV arXiv_CV  Weakly_Supervised  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2021-02-20 EMDS-5: Environmental Microorganism Image Dataset Fifth Version for Multiple Image Analysis Tasks    Zihan Li, Chen Li, Yudong Yao, Jinghua Zhang, Md Mamunur Rahaman, Hao Xu, Frank Kulwa, Bolin Lu, Xuemin Zhu, Tao Jiang arXiv_CV arXiv_CV  Edge_Detection  Segmentation  Image_Retrieval  Action  Classification  Deep_Learning  Detection  Denoising  GAN  Image_Classification  PDF
• 2021-02-20 Hard-Attention for Scalable Image Classification    Athanasios Papadopoulos, Paweł Korus, Nasir Memon arXiv_CV arXiv_CV  Pose  Action  Classification  Attention  Medical  Image_Classification  Inference  Prediction  PDF
• 2021-02-19 Image Classification using CNN for Traffic Signs in Pakistan    Abdul Azeem Sikander, Hamza Ali arXiv_AI arXiv_AI  Pose  Classification  CNN  Image_Classification  Autonomous  PDF
• 2021-02-18 Unbiased Teacher for Semi-Supervised Object Detection    Yen-Cheng Liu, Chih-Yao Ma, Zijian He, Chia-Wen Kuo, Kan Chen, Peizhao Zhang, Bichen Wu, Zsolt Kira, Peter Vajda arXiv_CV arXiv_CV  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-02-18 FrugalMCT: Efficient Online ML API Selection for Multi-Label Classification Tasks    Lingjiao Chen, Matei Zaharia, James Zou arXiv_AI arXiv_AI  Recognition  OCR  Pose  Scene_Text  Classification  Image_Classification  Prediction  Matching  PDF
• 2021-02-17 LambdaNetworks: Modeling Long-Range Interactions Without Attention    Irwan Bello arXiv_CV arXiv_CV  Segmentation  Action  Classification  Detection  Object_Detection  Attention  CNN  Image_Classification  PDF
• 2021-02-16 Instance Localization for Self-supervised Detection Pretraining    Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-02-16 Dataset Condensation with Differentiable Siamese Augmentation    Bo Zhao, Hakan Bilen arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-02-16 Just Noticeable Difference for Machine Perception and Generation of Regularized Adversarial Images with Minimal Perturbation    Adil Kaan Akan, Emre Akbas, Fatos T. Yarman Vural arXiv_CV arXiv_CV  Recognition  Adversarial  Quantitative  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-02-16 Training Stacked Denoising Autoencoders for Representation Learning    Jason Liang, Keith Kelly arXiv_AI arXiv_AI  Unsupervised  Gradient_Descent  Optimization  Represenation_Learning  Classification  Denoising  Image_Classification  PDF
• 2021-02-15 Identifying Misinformation from Website Screenshots    Sara Abdali, Rutuja Gurav, Siddharth Menon, Daniel Fonseca, Negin Entezari, Neil Shah, Evangelos E. Papalexakis arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Pose  Classification  Image_Classification  PDF
• 2021-02-15 Learning image quality assessment by reinforcing task amenable data selection    Shaheer U. Saeed, Yunguan Fu, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, Dean C. Barratt, Yipeng Hu arXiv_CV arXiv_CV  Segmentation  Reinforcement_Learning  Pose  Classification  Medical  Image_Classification  PDF
• 2021-02-15 OntoZSL: Ontology-enhanced Zero-shot Learning    Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen arXiv_AI arXiv_AI  Embedding  Zero-Shot  Knowledge  Adversarial  Knowledge_Graph  Ontology  Classification  Relation  GAN  Image_Classification  PDF
• 2021-02-15 Cross-modal Adversarial Reprogramming    Paarth Neekhara, Shehzeen Hussain, Jinglong Du, Shlomo Dubnov, Farinaz Koushanfar, Julian McAuley arXiv_AI arXiv_AI  Adversarial  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-02-14 Naturalizing Neuromorphic Vision Event Streams Using GANs    Dennis Robey, Wesley Thio, Herbert Iu, Jason Eshraghian arXiv_CV arXiv_CV  Sparse  Adversarial  Classification  GAN  Image_Classification  PDF
• 2021-02-13 Multi-class Generative Adversarial Nets for Semi-supervised Image Classification    Saman Motamed, Farzad Khalvati arXiv_AI arXiv_AI  Image_Generation  Adversarial  Pose  Classification  GAN  Image_Classification  PDF
• 2021-02-13 Segmenting two-dimensional structures with strided tensor networks    Raghavendra Selvan, Erik B Dam, Jens Petersen arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Medical  Image_Classification  PDF
• 2021-02-12 Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning    Yifan Zhang, Bryan Hooi, Dapeng Hu, Jian Liang, Jiashi Feng arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Optimization  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-02-12 Depthwise Separable Convolutions Allow for Fast and Memory-Efficient Spectral Normalization    Christina Runkel, Christian Etmann, Michael Möller, Carola-Bibiane Schönlieb arXiv_CV arXiv_CV  Classification  CNN  Image_Classification  PDF
• 2021-02-11 High-Performance Large-Scale Image Recognition Without Normalization    Andrew Brock, Soham De, Samuel L. Smith, Karen Simonyan arXiv_CV arXiv_CV  Recognition  Action  Classification  Image_Classification  PDF
• 2021-02-10 Training Vision Transformers for Image Retrieval    Alaaeldin El-Nouby, Natalia Neverova, Ivan Laptev, Hervé Jégou arXiv_CV arXiv_CV  Transformer  Image_Retrieval  Pose  Classification  Image_Classification  PDF
• 2021-02-10 Classification of Long Noncoding RNA Elements Using Deep Convolutional Neural Networks and Siamese Networks    Brian McClannahan, Cucong Zhong, Guanghui Wang arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-02-10 BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction    Yuhang Li, Ruihao Gong, Xu Tan, Yang Yang, Peng Hu, Qi Zhang, Fengwei Yu, Wei Wang, Shi Gu arXiv_CV arXiv_CV  Reconstruction  Quantization  Pose  Classification  Detection  Object_Detection  Image_Classification  QA  PDF
• 2021-02-10 Detecting Localized Adversarial Examples: A Generic Approach using Critical Region Analysis    Fengting Li, Xuankai Liu, Xiaoli Zhang, Qi Li, Kun Sun, Kang Li arXiv_CV arXiv_CV  Recognition  Adversarial  Pose  Face  Classification  Face_Recognition  Image_Classification  PDF
• 2021-02-09 Transfer learning based few-shot classification using optimal transport mapping from preprocessed latent space of backbone neural network    Tomáš Chobola, Daniel Vašata, Pavel Kordík arXiv_CV arXiv_CV  Transfer_Learning  Classification  Few-Shot  Image_Classification  PDF
• 2021-02-09 Negative Data Augmentation    Abhishek Sinha, Kumar Ayush, Jiaming Song, Burak Uzkent, Hongxia Jin, Stefano Ermon arXiv_AI arXiv_AI  Unsupervised  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Contrastive_Learning  Action_Recognition  Action  Classification  Detection  Object_Detection  GAN  Image_Classification  PDF
• 2021-02-09 Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels    Jintai Chen, Hongyun Yu, Ruiwei Feng, Danny Z. Chen, Jian Wu arXiv_CV arXiv_CV  Regularization  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-02-09 DetCo: Unsupervised Contrastive Learning for Object Detection    Enze Xie, Jian Ding, Wenhai Wang, Xiaohang Zhan, Hang Xu, Zhenguo Li, Ping Luo arXiv_CV arXiv_CV  Image_Caption  Segmentation  Unsupervised  Recognition  3D  Pose_Estimation  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  Image_Classification  Prediction  PDF
• 2021-02-09 Distribution Adaptive INT8 Quantization for Training CNNs    Kang Zhao, Sida Huang, Pan Pan, Yinghan Li, Yingya Zhang, Zhenyu Gu, Yinghui Xu arXiv_AI arXiv_AI  Quantization  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  Inference  Video_Classification  PDF
• 2021-02-09 Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search    Peidong Liu, Gengwei Zhang, Bochao Wang, Hang Xu, Xiaodan Liang, Yong Jiang, Zhenguo Li arXiv_AI arXiv_AI  NAS  Recognition  Optimization  Pose  Face  Classification  Detection  Object_Detection  Face_Recognition  Image_Classification  PDF
• 2021-02-08 Soccer Event Detection Using Deep Learning    Ali Karimi, Ramin Toosi, Mohammad Ali Akhaee arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Deep_Learning  Detection  Image_Classification  PDF
• 2021-02-07 Mitigating belief projection in explainable artificial intelligence via Bayesian Teaching    Scott Cheng-Hsin Yang, Wai Keen Vong, Ravi B. Sojitra, Tomas Folke, Patrick Shafto arXiv_AI arXiv_AI  Salient  Pose  Classification  Detection  Image_Classification  Inference  PDF
• 2021-02-06 Open-World Semi-Supervised Learning    Kaidi Cao, Maria Brbic, Jure Leskovec arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-02-06 Privacy-Preserving Video Classification with Convolutional Neural Networks    Sikha Pentyala, Rafael Dowsley, Martine De Cock arXiv_CV arXiv_CV  Recognition  Pose  Emotion  Classification  CNN  Image_Classification  Video_Classification  PDF
• 2021-02-05 Hyperspherical embedding for novel class classification    Rafael S. Pereira, Alexis Joly, Patrick Valduriez, Fabio Porto arXiv_AI arXiv_AI  Embedding  Pose  Classification  Deep_Learning  Few-Shot  CNN  Image_Classification  PDF
• 2021-02-05 Achieving Explainability for Plant Disease Classification with Disentangled Variational Autoencoders    Harshana Habaragamuwa, Yu Oishi, Kenichi Tanaka arXiv_AI arXiv_AI  Recognition  Knowledge  Pose  Action  Classification  Deep_Learning  Image_Classification  PDF
• 2021-02-05 DetectorGuard: Provably Securing Object Detectors against Localized Patch Hiding Attacks    Chong Xiang, Prateek Mittal arXiv_CV arXiv_CV  Salient  Adversarial  Pose  Classification  Detection  Object_Detection  Image_Classification  Prediction  PDF
• 2021-02-04 Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images    Joseph Stember, Hrithwik Shalu arXiv_AI arXiv_AI  Segmentation  Reinforcement_Learning  Pose  Classification  Image_Classification  PDF
• 2021-02-04 A Deeper Look into Convolutions via Pruning    Ilke Cugu, Emre Akbas arXiv_CV arXiv_CV  Recognition  Classification  CNN  Image_Classification  PDF
• 2021-02-04 Mask guided attention for fine-grained patchy image classification    Jun Wang, Xiaohan Yu, Yongsheng Gao arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Pose  Classification  Attention  Image_Classification  PDF
• 2021-02-03 Fixed-point Quantization of Convolutional Neural Networks for Quantized Inference on Embedded Platforms    Rishabh Goyal, Joaquin Vanschoren, Victor van Acht, Stephan Nijssen arXiv_CV arXiv_CV  Quantization  Pose  Action  Classification  CNN  Image_Classification  Inference  Prediction  PDF
• 2021-02-03 Multi-Instance Learning by Utilizing Structural Relationship among Instances    Yangling Ma, Zhouwang Yang arXiv_CV arXiv_CV  Embedding  Pose  Classification  Relation  Attention  Medical  CNN  Image_Classification  PDF
• 2021-02-03 Deep CNNs for large scale species classification    Raj Prateek Kosaraju arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Image_Classification  PDF
• 2021-02-02 pseudo-Bayesian Neural Networks for detecting Out of Distribution Inputs    Gagandeep Singh, Deepak Mishra arXiv_AI arXiv_AI  Pose  Classification  Detection  Image_Classification  Inference  PDF
• 2021-02-01 Few-shot Image Classification with Multi-Facet Prototypes    Kun Yan, Zied Bouraoui, Ping Wang, Shoaib Jameel, Steven Schockaert arXiv_AI arXiv_AI  Embedding  Pose  Face  Classification  Few-Shot  GAN  Image_Classification  PDF
• 2021-01-31 Ultrasound Image Classification using ACGAN with Small Training Dataset    Sudipan Saha, Nasrullah Sheikh arXiv_CV arXiv_CV  Transfer_Learning  Adversarial  Pose  Classification  Deep_Learning  GAN  Medical  Image_Classification  PDF
• 2021-01-31 PyTorch-Hebbian: facilitating local learning in a deep learning framework    Jules Talloen, Joni Dambre, Alexander Vandesompele arXiv_CV arXiv_CV  Unsupervised  Pose  Classification  Deep_Learning  Activity  CNN  Image_Classification  PDF
• 2021-01-31 Spectral Roll-off Points: Estimating Useful Information Under the Basis of Low-frequency Data Representations    Yunkai Yu, Zhihong Yang, Yuyang You, Guozheng Liu, Peiyao Li, Zhicheng Yang, Wenjing Shan arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-01-31 Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features    Dongliang Chang, Yixiao Zheng, Zhanyu Ma, Ruoyi Du, Kongming Liang arXiv_CV arXiv_CV  Pose  Classification  Attention  Image_Classification  PDF
• 2021-01-28 Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet    Li Yuan, Yunpeng Chen, Tao Wang, Weihao Yu, Yujun Shi, Francis EH Tay, Jiashi Feng, Shuicheng Yan arXiv_CV arXiv_CV  Transformer  Pose  Classification  Relation  Attention  Image_Classification  Language_Model  PDF
• 2021-01-28 COMPAS: Representation Learning with Compositional Part Sharing for Few-Shot Classification    Ju He, Adam Kortylewski, Alan Yuille arXiv_CV arXiv_CV  Represenation_Learning  Knowledge  Classification  Few-Shot  Attention  Image_Classification  PDF
• 2021-01-28 Information contraction in noisy binary neural networks and its implications    Chuteng Zhou, Quntao Zhuang, Matthew Mattina, Paul N. Whatmough arXiv_AI arXiv_AI  Action  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-01-27 CNN with large memory layers    Rasul Karimov, Victor Lempitsky arXiv_AI arXiv_AI  Reconstruction  Sparse  Pose  Classification  Relation  Image_Classification  PDF
• 2021-01-27 Generative Multi-Label Zero-Shot Learning    Akshita Gupta, Sanath Narayan, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Joost van de Weijer arXiv_CV arXiv_CV  Embedding  Zero-Shot  Knowledge  Adversarial  Classification  Detection  Attention  GAN  Image_Classification  Inference  PDF
• 2021-01-27 Bottleneck Transformers for Visual Recognition    Aravind Srinivas, Tsung-Yi Lin, Niki Parmar, Jonathon Shlens, Pieter Abbeel, Ashish Vaswani arXiv_AI arXiv_AI  Transformer  Segmentation  Recognition  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2021-01-27 Meta Adversarial Training    Jan Hendrik Metzen, Nicole Finnie, Robin Hutmacher arXiv_AI arXiv_AI  Adversarial  Pose  Classification  Detection  Image_Classification  Autonomous  PDF
• 2021-01-27 Learning task-agnostic representation via toddler-inspired learning    Kwanyoung Park, Junseok Park, Hyunseok Oh, Byoung-Tak Zhang, Youngki Lee arXiv_AI arXiv_AI  Knowledge  Pose  Action  Classification  Image_Classification  PDF
• 2021-01-26 Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing    Daniela A. Zaidenberg, Alessandro Sebastianelli, Dario Spiller, Bertrand Le Saux, Silvia Liberata Ullo arXiv_AI arXiv_AI  Classification  Image_Classification  PDF
• 2021-01-26 Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning    Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Satish Chikkagoudar, Shivkumar Chandrasekaran, B.S. Manjunath arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Detection  Image_Classification  PDF
• 2021-01-25 Online Continual Learning in Image Classification: An Empirical Survey    Zheda Mai, Ruiwen Li, Jihwan Jeong, David Quispe, Hyunwoo Kim, Scott Sanner arXiv_CV arXiv_CV  Review  Pose  Survey  Classification  Image_Classification  Matching  PDF
• 2021-01-25 Hyperspectral Image Classification: Artifacts of Dimension Reduction on Hybrid CNN    Muhammad Ahmad, Sidrah Shabbir, Rana Aamir Raza, Manuel Mazzara, Salvatore Distefano, Adil Mehmood Khan arXiv_CV arXiv_CV  3D  Pose  Action  Classification  CNN  Image_Classification  PDF
• 2021-01-25 Spatio-temporal Data Augmentation for Visual Surveillance    Jae-Yeul Kim, Jong-Eun Ha arXiv_CV arXiv_CV  Surveillance  Pose  Action  Quantitative  Classification  Deep_Learning  Detection  Object_Detection  Image_Classification  PDF
• 2021-01-25 Cross Knowledge-based Generative Zero-Shot Learning Approach with Taxonomy Regularization    Cheng Xie, Hongxin Xiang, Ting Zeng, Yun Yang, Beibei Yu, Qing Liu arXiv_CV arXiv_CV  Embedding  Zero-Shot  Regularization  Knowledge  Pose  Face  Classification  Image_Classification  PDF
• 2021-01-24 DenseNet for Breast Tumor Classification in Mammographic Images    Yuliana Jiménez Gaona, María José Rodriguez-Alvarez, Hector Espinó Morató, Darwin Castillo Malla, Vasudevan Lakshminarayanan arXiv_CV arXiv_CV  Segmentation  Action  Classification  Deep_Learning  Detection  Medical  CNN  Image_Classification  PDF
• 2021-01-23 Learning degraded image classification with restoration data fidelity    Xiaoyu Lin arXiv_CV arXiv_CV  Restoration  Pose  Classification  CNN  Image_Classification  PDF
• 2021-01-20 Adversarial Attacks for Tabular Data: Application to Fraud Detection and Imbalanced Data    Francesco Cartella, Orlando Anunciacao, Yuki Funabiki, Daisuke Yamaguchi, Toru Akishita, Olivier Elshocht arXiv_AI arXiv_AI  Adversarial  Pose  Action  Classification  Detection  Image_Classification  PDF
• 2021-01-20 FedNS: Improving Federated Learning for collaborative image classification on mobile clients    Yaoxin Zhuo, Baoxin Li arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-01-20 Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations    Tao Wei, Angelica I Aviles-Rivero, Shuo Wang, Yuan Huang, Fiona J Gilbert, Carola-Bibiane Schönlieb, Chang Wen Chen arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Medical  Image_Classification  PDF
• 2021-01-19 Analysis and evaluation of Deep Learning based Super-Resolution algorithms to improve performance in Low-Resolution Face Recognition    Angelo G. Menezes arXiv_AI arXiv_AI  Surveillance  Recognition  Super_Resolution  Restoration  Pose  Face  Action  Classification  Deep_Learning  Face_Recognition  CNN  Image_Classification  PDF
• 2021-01-19 Initialization Using Perlin Noise for Training Networks with a Limited Amount of Data    Nakamasa Inoue, Eisuke Yamagata, Hirokatsu Kataoka arXiv_CV arXiv_CV  Optimization  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-01-18 Dissonance Between Human and Machine Understanding    Zijian Zhang, Jaspreet Singh, Ujwal Gadiraju, Avishek Anand arXiv_AI arXiv_AI  Recognition  Pose  Action  Classification  Image_Classification  Autonomous  Prediction  PDF
• 2021-01-18 Benchmarking Perturbation-based Saliency Maps for Explaining Deep Reinforcement Learning Agents    Tobias Huber, Benedikt Limmer, Elisabeth André arXiv_AI arXiv_AI  Reinforcement_Learning  Salient  Classification  Image_Classification  PDF
• 2021-01-18 Knowledge Distillation Methods for Efficient Unsupervised Adaptation Across Multiple Domains    Le Thanh Nguyen-Meidine, Atif Belal, Madhu Kiran, Jose Dolz, Louis-Antoine Blais-Morin, Eric Granger arXiv_AI arXiv_AI  Person_Re-identification  Unsupervised  Recognition  Knowledge  Pose  Classification  Re-identification  Image_Classification  PDF
• 2021-01-18 HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPS    Chien-Hsiang Huang, Hung-Yu Wu, Youn-Long Lin arXiv_CV arXiv_CV  Segmentation  Tracking  Semantic_Segmentation  Object_Tracking  Salient  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  Inference  PDF
• 2021-01-18 Machine learning with limited data    Fupin Yao arXiv_CV arXiv_CV  Recognition  Pose_Estimation  Pose  Face  Classification  Deep_Learning  Detection  Relation  Few-Shot  Object_Detection  Face_Recognition  Attention  Medical  Image_Classification  PDF
• 2021-01-18 What Do Deep Nets Learn? Class-wise Patterns Revealed in the Input Space    Shihao Zhao, Xingjun Ma, Yisen Wang, James Bailey, Bo Li, Yu-Gang Jiang arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-01-17 A Layer-Wise Information Reinforcement Approach to Improve Learning in Deep Belief Networks    Mateus Roder, Leandro A. Passos, Luiz Carlos Felix Ribeiro, Clayton Pereira, João Paulo Papa arXiv_AI arXiv_AI  Knowledge  Pose  Action  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-01-15 Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects    Sidrah Shabbir, Muhammad Ahmad arXiv_CV arXiv_CV  Survey  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-01-15 Counterfactual Generative Networks    Axel Sauer, Andreas Geiger arXiv_CV arXiv_CV  Pose  Classification  Relation  Image_Classification  PDF
• 2021-01-13 Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision    William Adorno III, Alexis Catalano, Lubaina Ehsan, Hans Vitzhum von Eckstaedt, Barrett Barnes, Emily McGowan, Sana Syed, Donald E. Brown arXiv_CV arXiv_CV  Segmentation  Tracking  Review  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-01-13 Big Self-Supervised Models Advance Medical Image Classification    Shekoofeh Azizi, Basil Mustafa, Fiona Ryan, Zachary Beaver, Jan Freyberg, Jonathan Deaton, Aaron Loh, Alan Karthikesalingam, Simon Kornblith, Ting Chen, Vivek Natarajan, Mohammad Norouzi arXiv_CV arXiv_CV  Recognition  Self-Supervised  Contrastive_Learning  Classification  Attention  Medical  Image_Classification  PDF
• 2021-01-13 Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels    Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Junsuk Choe, Sanghyuk Chun arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Regularization  Pose  Classification  Detection  Object_Detection  Image_Classification  Prediction  PDF
• 2021-01-12 Harmonic Convolutional Networks based on Discrete Cosine Transform    Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Action  Classification  Detection  Relation  Object_Detection  CNN  Image_Classification  PDF
• 2021-01-12 Mixup Without Hesitation    Hao Yu, Huanyu Wang, Jianxin Wu arXiv_CV arXiv_CV  Reinforcement_Learning  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-01-12 3D-ANAS: 3D Asymmetric Neural Architecture Search for Fast Hyperspectral Image Classification    Haokui Zhang, Chengrong Gong, Yunpeng Bai, Zongwen Bai, Ying Li arXiv_CV arXiv_CV  NAS  3D  Knowledge  Pose  Classification  Deep_Learning  Image_Classification  Inference  PDF
• 2021-01-11 Resolution-Based Distillation for Efficient Histology Image Classification    Joseph DiPalma, Arief A. Suriawinata, Laura J. Tafe, Lorenzo Torresani, Saeed Hassanpour arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-01-11 Spherical Transformer: Adapting Spherical Signal to ConvolutionalNetworks    Haikuan Du, Hui Cao, Shen Cai, Junchi Yan, Siyu Zhang arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Recognition  3D  Pose  Classification  CNN  Image_Classification  PDF
• 2021-01-08 Quantum Tensor Network in Machine Learning: An Application to Tiny Object Classification    Fanjie Kong, Xiao-yang Liu, Ricardo Henao arXiv_CV arXiv_CV  Pose  Classification  Medical  Image_Classification  PDF
• 2021-01-07 Combining pretrained CNN feature extractors to enhance clustering of complex natural images    Joris Guerin, Stephane Thiery, Eric Nyiri, Olivier Gibaru, Byron Boots arXiv_CV arXiv_CV  Unsupervised  Pose  Action  Classification  CNN  Image_Classification  PDF
• 2021-01-07 Practical Evaluation of Out-of-Distribution Detection Methods for Image Classification    Engkarat Techapanurak, Takayuki Okatani arXiv_AI arXiv_AI  Recognition  Classification  Detection  Image_Classification  PDF
• 2021-01-07 Who's a Good Boy? Reinforcing Canine Behavior using Machine Learning in Real-Time    Jason Stock, Tom Cavey arXiv_CV arXiv_CV  Quantization  Optimization  Action  Classification  Image_Classification  Inference  PDF
• 2021-01-06 LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification    Debesh Jha, Anis Yazidi, Michael A. Riegler, Dag Johansen, Håvard D. Johansen, Pål Halvorsen arXiv_CV arXiv_CV  Recognition  Pose  Face  Classification  GAN  CNN  Image_Classification  PDF
• 2021-01-04 Transformers in Vision: A Survey    Salman Khan, Muzammal Naseer, Munawar Hayat, Syed Waqas Zamir, Fahad Shahbaz Khan, Mubarak Shah arXiv_AI arXiv_AI  Transformer  Segmentation  Recognition  Point_Cloud  Super_Resolution  3D  Knowledge  Survey  Action_Recognition  Action  Classification  Detection  Object_Detection  Attention  Activity  Image_Classification  PDF
• 2021-01-04 Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann Machines    Gustavo H. de Rosa, Mateus Roder, João P. Papa arXiv_CV arXiv_CV  Reconstruction  Adversarial  Pose  Classification  Attention  GAN  Image_Classification  Autonomous  PDF
• 2021-01-04 A Framework for Fast Scalable BNN Inference using Googlenet and Transfer Learning    Karthik E arXiv_AI arXiv_AI  Segmentation  Transfer_Learning  Semantic_Segmentation  Classification  Deep_Learning  Detection  Object_Detection  CNN  Image_Classification  Inference  PDF
• 2021-01-03 RegNet: Self-Regulated Network for Image Classification    Jing Xu, Yu Pan, Xinglin Pan, Steven Hoi, Zhang Yi, Zenglin Xu arXiv_CV arXiv_CV  RNN  Pose  Classification  CNN  Image_Classification  PDF
• 2021-01-03 Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier    Arkabandhu Chowdhury, Mingchao Jiang, Chris Jermaine arXiv_AI arXiv_AI  Transfer_Learning  Classification  Few-Shot  Image_Classification  PDF
• 2021-01-02 Uncertainty-sensitive Activity Recognition: a Reliability Benchmark and the CARING Models    Alina Roitberg, Monica Haurilet, Manuel Martinez, Rainer Stiefelhagen arXiv_CV arXiv_CV  Recognition  Pose  Action_Recognition  Action  Classification  Activity  Image_Classification  Prediction  PDF
• 2021-01-01 Energy-constrained Self-training for Unsupervised Domain Adaptation    Xiaofeng Liu, Bo Hu, Xiongchang Liu, Jun Lu, Jane You, Lingsheng Kong arXiv_AI arXiv_AI  Segmentation  Unsupervised  Semantic_Segmentation  Regularization  Knowledge  Classification  Image_Classification  Prediction  PDF
• 2021-01-01 Iranis: A Large-scale Dataset of Farsi License Plate Characters    Ali Tourani, Sajjad Soroori, Asadollah Shahbahrami, Alireza Akoushideh arXiv_AI arXiv_AI  Surveillance  Recognition  Optical_Character  Pose  Classification  Deep_Learning  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2021-01-01 Generative Max-Mahalanobis Classifiers for Image Classification, Generation and More    Xiulong Yang, Hui Ye, Yang Ye, Xiang Li, Shihao Ji arXiv_CV arXiv_CV  Adversarial  Classification  Detection  GAN  Image_Classification  PDF
• 2020-12-29 Black-box Adversarial Attacks on Monocular Depth Estimation Using Evolutionary Multi-objective Optimization    Renya Daimo (1), Satoshi Ono (1), Takahiro Suzuki (1) ((1) Department of Information Science and Biomedical Engineering, Graduate School of Science and Engineering, Kagoshima University) arXiv_CV arXiv_CV  Optimization  Knowledge  Adversarial  Pose  Classification  Image_Classification  PDF
• 2020-12-29 MS-GWNN:multi-scale graph wavelet neural network for breast cancer diagnosis    Mo Zhang, Quanzheng Li arXiv_AI arXiv_AI  Pose  Action  Classification  Detection  CNN  Image_Classification  PDF
• 2020-12-28 Screening COVID-19 Based on CT/CXR Images & Building a Publicly Available CT-scan Dataset of COVID-19    Maryam Dialameh, Ali Hamzeh, Hossein Rahmani, Amir Reza Radmard, Safoura Dialameh arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Detection  Image_Classification  PDF
• 2020-12-28 Deep Visual Domain Adaptation    Gabriela Csurka arXiv_CV arXiv_CV  Segmentation  Person_Re-identification  Semantic_Segmentation  Knowledge  Pose  Classification  Deep_Learning  Detection  Object_Detection  Re-identification  Image_Classification  PDF
• 2020-12-28 Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques    David Morales, Estefania Talavera, Beatriz Remeseiro arXiv_AI arXiv_AI  Embedding  Pose  Action  Classification  Deep_Learning  Attention  CNN  Image_Classification  PDF
• 2020-12-27 WHU-Hi: UAV-borne hyperspectral with high spatial resolution benchmark datasets for hyperspectral image classification    Xin Hu, Yanfei Zhong, Chang Luo, Xinyu Wang arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2020-12-26 Direct Quantization for Training Highly Accurate Low Bit-width Deep Neural Networks    Tuan Hoang, Thanh-Toan Do, Tam V. Nguyen, Ngai-Man Cheung arXiv_CV arXiv_CV  Quantization  Gradient_Descent  Pose  Classification  CNN  Image_Classification  PDF
• 2020-12-26 Deep Learning Towards Edge Computing: Neural Networks Straight from Compressed Data    Samuel Felipe dos Santos, Jurandy Almeida arXiv_CV arXiv_CV  Pose  Face  Classification  Deep_Learning  CNN  Image_Classification  Video_Classification  PDF
• 2020-12-26 Coarse to Fine: Multi-label Image Classification with Global/Local Attention    Fan Lyu, Fuyuan Hu, Victor S. Sheng, Zhengtian Wu, Qiming Fu, Baochuan Fu arXiv_CV arXiv_CV  Pose  Classification  Attention  Image_Classification  PDF
• 2020-12-24 Mixed-Privacy Forgetting in Deep Networks    Aditya Golatkar, Alessandro Achille, Avinash Ravichandran, Marzia Polito, Stefano Soatto arXiv_AI arXiv_AI  Classification  Image_Classification  PDF
• 2020-12-23 General Domain Adaptation Through Proportional Progressive Pseudo Labeling    Mohammad J. Hashemi, Eric Keller arXiv_CV arXiv_CV  Knowledge  Classification  Detection  Sentiment  Image_Classification  PDF
• 2020-12-23 Noisy Labels Can Induce Good Representations    Jingling Li, Mozhi Zhang, Keyulu Xu, John P. Dickerson, Jimmy Ba arXiv_CV arXiv_CV  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2020-12-23 Training data-efficient image transformers & distillation through attention    Hugo Touvron, Matthieu Cord, Matthijs Douze, Francisco Massa, Alexandre Sablayrolles, Hervé Jégou arXiv_CV arXiv_CV  Image_Caption  Transformer  Classification  Attention  Image_Classification  PDF
• 2020-12-23 Coarse-to-Fine Object Tracking Using Deep Features and Correlation Filters    Ahmed Zgaren, Wassim Bouachir, Riadh Ksantini arXiv_CV arXiv_CV  Tracking  Object_Tracking  Pose  Classification  Deep_Learning  Relation  CNN  Image_Classification  PDF
• 2020-12-23 A Survey on Visual Transformer    Kai Han, Yunhe Wang, Hanting Chen, Xinghao Chen, Jianyuan Guo, Zhenhua Liu, Yehui Tang, An Xiao, Chunjing Xu, Yixing Xu, Zhaohui Yang, Yiman Zhang, Dacheng Tao arXiv_AI arXiv_AI  Transformer  Review  Pose  Survey  Classification  Attention  CNN  Image_Classification  PDF
• 2020-12-23 Deep Semantic Dictionary Learning for Multi-label Image Classification    Fengtao Zhou, Sheng Huang, Yun Xing arXiv_CV arXiv_CV  Embedding  Optimization  Classification  GAN  CNN  Image_Classification  PDF
• 2020-12-22 FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations    Yichi Zhang, Junhao Pan, Xinheng Liu, Hongzheng Chen, Deming Chen, Zhiru Zhang arXiv_CV arXiv_CV  Sparse  Pose  Action  Classification  CNN  Image_Classification  PDF
• 2020-12-22 A Feasibility study for Deep learning based automated brain tumor segmentation using Magnetic Resonance Images    Shanaka Ramesh Gunasekara, HNTK Kaldera, Maheshi B. Dissanayake arXiv_CV arXiv_CV  Edge_Detection  Segmentation  Pose  Classification  Deep_Learning  Detection  Medical  CNN  Image_Classification  PDF
• 2020-12-22 This is not the Texture you are looking for! Introducing Novel Counterfactual Explanations for Non-Experts using Generative Adversarial Learning    Silvan Mertes, Tobias Huber, Katharina Weitz, Alexander Heimerl, Elisabeth André arXiv_AI arXiv_AI  Salient  Adversarial  Emotion  Action  Classification  Image_Classification  Prediction  PDF
• 2020-12-22 FcaNet: Frequency Channel Attention Networks    Zequn Qin, Pengyi Zhang, Fei Wu, Xi Li arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2020-12-22 A Review of Artificial Intelligence Technologies for Early Prediction of Alzheimer's Disease    Kuo Yang, Emad A. Mohammed arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  RNN  Review  Pose  Classification  Medical  CNN  Image_Classification  Prediction  PDF
• 2020-12-22 Differentially Private Synthetic Medical Data Generation using Convolutional GANs    Amirsina Torfi, Edward A. Fox, Chandan K. Reddy arXiv_AI arXiv_AI  Unsupervised  Adversarial  Speech  Classification  Deep_Learning  Relation  GAN  Medical  CNN  Image_Classification  PDF
• 2020-12-21 LQF: Linear Quadratic Fine-Tuning    Alessandro Achille, Aditya Golatkar, Avinash Ravichandran, Marzia Polito, Stefano Soatto arXiv_CV arXiv_CV  Optimization  Classification  Image_Classification  PDF
• 2020-12-21 ResizeMix: Mixing Data with Preserved Object Information and True Labels    Jie Qin, Jiemin Fang, Qian Zhang, Wenyu Liu, Xingang Wang, Xinggang Wang arXiv_CV arXiv_CV  Recognition  Salient  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2020-12-20 Fusion of CNNs and statistical indicators to improve image classification    Javier Huertas-Tato, Alejandro Martín, Julian Fierrez, David Camacho arXiv_AI arXiv_AI  Pose  Action  Classification  CNN  Image_Classification  Prediction  PDF
• 2020-12-20 DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for deep neural networks    Abhishek Singh, Ayush Chopra, Vivek Sharma, Ethan Garza, Emily Zhang, Praneeth Vepakomma, Ramesh Raskar arXiv_AI arXiv_AI  Recognition  Pose  Quantitative  Classification  Deep_Learning  Image_Classification  PDF
• 2020-12-20 Semi-supervised Hyperspectral Image Classification with Graph Clustering Convolutional Networks    Hao Zeng, Qingjie Liu, Mingming Zhang, Xiaoqing Han, Yunhong Wang arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Relation  CNN  Image_Classification  PDF
• 2020-12-20 Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks    Jayendra Kantipudi, Shiv Ram Dubey, Soumendu Chakraborty arXiv_AI arXiv_AI  Regularization  Pose  Action  Classification  CNN  Image_Classification  PDF
• 2020-12-19 Augmentation Inside the Network    Maciej Sypetkowski, Jakub Jasiulewicz, Zbigniew Wojna arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2020-12-18 RAILS: A Robust Adversarial Immune-inspired Learning System    Ren Wang, Tianqi Chen, Stephen Lindsly, Alnawaz Rehemtulla, Alfred Hero, Indika Rajapakse arXiv_AI arXiv_AI  Adversarial  Pose  Classification  Image_Classification  PDF
• 2020-12-18 Minimax Active Learning    Sayna Ebrahimi, William Gan, Kamyar Salahi, Trevor Darrell arXiv_AI arXiv_AI  Reconstruction  Segmentation  Semantic_Segmentation  Adversarial  Classification  Image_Classification  PDF
• 2020-12-18 Separation and Concentration in Deep Networks    John Zarka, Florentin Guth, Stéphane Mallat arXiv_CV arXiv_CV  Classification  CNN  Image_Classification  PDF
• 2020-12-18 A Surrogate Lagrangian Relaxation-based Model Compression for Deep Neural Networks    Deniz Gurevin, Shanglin Zhou, Lynn Pepin, Bingbing Li, Mikhail Bragin, Caiwen Ding, Fei Miao arXiv_CV arXiv_CV  Optimization  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2020-12-17 Attention-based Image Upsampling    Souvik Kundu, Hesham Mostafa, Sharath Nittur Sridhar, Sairam Sundaresan arXiv_CV arXiv_CV  Super_Resolution  Pose  Classification  Detection  Object_Detection  Attention  CNN  Image_Classification  PDF
• 2020-12-17 Learning to Share: A Multitasking Genetic Programming Approach to Image Feature Learning    Ying Bi, Bing Xue, Mengjie Zhang arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Image_Classification  PDF
• 2020-12-16 Point Transformer    Hengshuang Zhao, Li Jiang, Jiaya Jia, Philip Torr, Vladlen Koltun arXiv_CV arXiv_CV  Transformer  Segmentation  Point_Cloud  3D  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2020-12-16 Deep Learning of Cell Classification using Microscope Images of Intracellular Microtubule Networks    Aleksei Shpilman, Dmitry Boikiy, Marina Polyakova, Daniel Kudenko, Anton Burakov, Elena Nadezhdina arXiv_CV arXiv_CV  Classification  Deep_Learning  Image_Classification  PDF
• 2020-12-16 Difficulty in estimating visual information from randomly sampled images    Masaki Kitayama, Hitoshi Kiya arXiv_CV arXiv_CV  Pose  Classification  Attention  Image_Classification  PDF
• 2020-12-15 Convolutional Neural Networks from Image Markers    Barbara C. Benato, Italos E. de Souza, Felipe L. Galvão, Alexandre X. Falcão arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2020-12-15 mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets    Rui Gong, Dengxin Dai, Yuhua Chen, Wen Li, Luc Van Gool arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  3D  Knowledge  Adversarial  Pose  Classification  Attention  Image_Classification  PDF
• 2020-12-15 CosSGD: Nonlinear Quantization for Communication-efficient Federated Learning    Yang He, Maximilian Zenk, Mario Fritz arXiv_CV arXiv_CV  Segmentation  Quantization  Semantic_Segmentation  Gradient_Descent  Pose  Classification  Image_Classification  PDF
• 2020-12-14 Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU    Shipra Jain, Danda Paudel Pani, Martin Danelljan, Luc Van Gool arXiv_CV arXiv_CV  Segmentation  Embedding  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2020-12-14 Aggregative Self-Supervised Feature Learning    Jiuwen Zhu, Yuexiang Li, S. Kevin Zhou arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  Classification  Medical  Image_Classification  PDF
• 2020-12-14 DSM Refinement with Deep Encoder-Decoder Networks    Nando Metzger arXiv_CV arXiv_CV  3D  Pose  Classification  Image_Classification  PDF
• 2020-12-14 Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification    Martin Charachon, Céline Hudelot, Paul-Henry Cournède, Camille Ruppli, Roberto Ardon arXiv_CV arXiv_CV  Regularization  Adversarial  Pose  Classification  Medical  Image_Classification  Prediction  PDF
• 2020-12-13 Pseudo Shots: Few-Shot Learning with Auxiliary Data    Reza Esfandiarpoor, Mohsen Hajabdollahi, Stephen H. Bach arXiv_CV arXiv_CV  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2020-12-13 EfficientPose: Efficient Human Pose Estimation with Neural Architecture Search    Wenqiang Zhang, Jiemin Fang, Xinggang Wang, Wenyu Liu arXiv_CV arXiv_CV  NAS  Pose_Estimation  Pose  Action  Classification  Image_Classification  Prediction  PDF
• 2020-12-12 Assessing The Importance Of Colours For CNNs In Object Recognition    Aditya Singh, Alessandro Bay, Andrea Mirabile arXiv_CV arXiv_CV  Recognition  Classification  CNN  Image_Classification  Prediction  PDF
• 2020-12-12 Delay Differential Neural Networks    Srinivas Anumasa, P.K. Srijith arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2020-12-12 Learning Consistent Deep Generative Models from Sparse Data via Prediction Constraints    Gabriel Hope, Madina Abdrakhmanova, Xiaoyin Chen, Michael C. Hughes, Michael C. Hughes, Erik B. Sudderth arXiv_CV arXiv_CV  Sparse  Classification  Image_Classification  Prediction  PDF
• 2020-12-11 Dependency Decomposition and a Reject Option for Explainable Models    Jan Kronenberger, Anselm Haselhoff arXiv_AI arXiv_AI  Adversarial  Pose  Classification  Deep_Learning  Medical  Image_Classification  Autonomous  Inference  Prediction  PDF
• 2020-12-11 Confidence Estimation via Auxiliary Models    Charles Corbière, Nicolas Thome, Antoine Saporta, Tuan-Hung Vu, Matthieu Cord, Patrick Pérez arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Image_Classification  Prediction  PDF
• 2020-12-11 Cyclic orthogonal convolutions for long-range integration of features    Federica Freddi, Jezabel R Garcia, Michael Bromberg, Sepehr Jalali, Da-Shan Shiu, Alvin Chua, Alberto Bernacchia arXiv_CV arXiv_CV  Recognition  Pose  Classification  CNN  Image_Classification  PDF
• 2020-12-11 Embedding Deep Networks into Visual Explanations    Zhongang Qi, Saeed Khorram, Fuxin Li arXiv_AI arXiv_AI  Reconstruction  Embedding  Sparse  Salient  Pose  Quantitative  Classification  Deep_Learning  Image_Classification  Prediction  PDF
• 2020-12-10 Investigating Bias in Image Classification using Model Explanations    Schrasing Tong (1), Lalana Kagal (1) ((1) Massachusetts Institute of Technology) arXiv_CV arXiv_CV  Classification  Detection  Image_Classification  PDF
• 2020-12-09 Convolutional Neural Networks for Multispectral Image Cloud Masking    Gonzalo Mateo-García, Luis Gómez-Chova, Gustau Camps-Valls arXiv_CV arXiv_CV  Action  Classification  CNN  Image_Classification  PDF
• 2020-12-09 One-Vote Veto: A Self-Training Strategy for Low-Shot Learning of a Task-Invariant Embedding to Diagnose Glaucoma    Rui Fan, Christopher Bowd, Nicole Brye, Mark Christopher, Robert N. Weinreb, David Kriegman, Linda Zangwill arXiv_AI arXiv_AI  Embedding  Classification  Medical  CNN  Image_Classification  Prediction  PDF
• 2020-12-09 Semi-supervised Active Learning for Instance Segmentation via Scoring Predictions    Jun Wang, Shaoguo Wen, Kaixing Chen, Jianghua Yu, Xin Zhou, Peng Gao, Changsheng Li, Guotong Xie arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  Quantitative  Classification  Detection  Object_Detection  Medical  Image_Classification  Prediction  PDF
• 2020-12-08 Locally optimal detection of stochastic targeted universal adversarial perturbations    Amish Goel, Pierre Moulin arXiv_CV arXiv_CV  Adversarial  Classification  Deep_Learning  Detection  Object_Detection  Image_Classification  PDF
• 2020-12-08 Multi-Objective Interpolation Training for Robustness to Label Noise    Diego Ortego, Eric Arazo, Paul Albert, Noel E. O'Connor, Kevin McGuinness arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Classification  Detection  Image_Classification  PDF
• 2020-12-08 Reinforcement Based Learning on Classification Task Could Yield Better Generalization and Adversarial Accuracy    Shashi Kant Gupta arXiv_CV arXiv_CV  Reinforcement_Learning  Optimization  Adversarial  Pose  Classification  Deep_Learning  Image_Classification  Prediction  PDF
• 2020-12-08 Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering    Hui Tang, Xiatian Zhu, Ke Chen, Kui Jia, C. L. Philip Chen arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Regularization  Pose  Classification  Image_Classification  Prediction  PDF
• 2020-12-08 Neural Image Compression and Explanation    Xiang Li, Shihao Ji arXiv_CV arXiv_CV  Surveillance  Sparse  Salient  Pose  Action  Classification  Deep_Learning  Image_Compression  Drone  CNN  Image_Classification  Prediction  PDF
• 2020-12-07 Deformable Gabor Feature Networks for Biomedical Image Classification    Xuan Gong, Xin Xia, Wentao Zhu, Baochang Zhang, David Doermann, Lian Zhuo arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2020-12-07 A New Window Loss Function for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation    Xinyu Zhang, Yirui Wang, Chi-Tung Cheng, Le Lu, Jing Xiao, Chien-Hung Liao, Shun Miao arXiv_CV arXiv_CV  Pose  Classification  Detection  Object_Detection  Medical  Image_Classification  Prediction  PDF
• 2020-12-07 Model Compression Using Optimal Transport    Suhas Lohit, Michael Jones arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2020-12-07 Multi-temporal and multi-source remote sensing image classification by nonlinear relative normalization    Devis Tuia, Diego Marcos, Gustau Camps-Valls arXiv_CV arXiv_CV  Classification  Image_Classification  Matching  PDF
• 2020-12-06 Improving Auto-Encoders' self-supervised image classification using pseudo-labelling via data augmentation and the perceptual loss    Aymene Mohammed Bouayed, Karim Atif, Rachid Deriche, Abdelhakim Saim arXiv_AI arXiv_AI  Unsupervised  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2020-12-06 Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification    Zhuoning Yuan, Yan Yan, Milan Sonka, Tianbao Yang arXiv_CV arXiv_CV  Optimization  Knowledge  Pose  Classification  Medical  Image_Classification  PDF
• 2020-12-06 Food Classification with Convolutional Neural Networks and Multi-Class Linear Discernment Analysis    Joshua Ball arXiv_AI arXiv_AI  Transfer_Learning  Classification  CNN  Image_Classification  PDF
• 2020-12-05 MyFood: A Food Segmentation and Classification System to Aid Nutritional Monitoring    Charles N. C. Freitas, Filipe R. Cordeiro, Valmir Macario arXiv_CV arXiv_CV  Segmentation  Recognition  Pose  Classification  Image_Classification  PDF
• 2020-12-05 Reciprocal Supervised Learning Improves Neural Machine Translation    Minkai Xu, Mingxuan Wang, Zhouhan Lin, Hao Zhou, Weinan Zhang, Lei Li arXiv_AI arXiv_AI  Knowledge  NMT  Classification  Image_Classification  Prediction  PDF
• 2020-12-05 FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding    Maryam Rahnemoonfar, Tashnim Chowdhury, Argho Sarkar, Debvrat Varshney, Masoud Yari, Robin Murphy arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Deep_Learning  Detection  VQA  Object_Detection  Image_Classification  PDF
• 2020-12-05 Multi-head Knowledge Distillation for Model Compression    Huan Wang, Suhas Lohit, Michael Jones, Yun Fu arXiv_AI arXiv_AI  Knowledge  Pose  Classification  Image_Classification  Matching  PDF
• 2020-12-04 Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification    Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, Isabelle Bloch arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Action  Classification  Detection  Image_Classification  PDF
• 2020-12-04 Batch Group Normalization    Xiao-Yun Zhou, Jiacheng Sun, Nanyang Ye, Xu Lan, Qijun Luo, Bo-Lin Lai, Pedro Esperanca, Guang-Zhong Yang, Zhenguo Li arXiv_CV arXiv_CV  NAS  Unsupervised  Adversarial  Pose  Classification  CNN  Image_Classification  PDF
• 2020-12-04 Learning Equivariant Representations    Carlos Esteves arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  Recognition  3D  Pose_Estimation  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2020-12-04 Effective Label Propagation for Discriminative Semi-Supervised Domain Adaptation    Zhiyong Huang, Kekai Sheng, Weiming Dong, Xing Mei, Chongyang Ma, Feiyue Huang, Dengwen Zhou, Changsheng Xu arXiv_CV arXiv_CV  Pose  Classification  Attention  Image_Classification  PDF
• 2020-12-04 Matching Distributions via Optimal Transport for Semi-Supervised Learning    Fariborz Taherkhani, Hadi Kazemi, Ali Dabouei, Jeremy Dawson, Nasser M. Nasrabadi arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  Matching  PDF
• 2020-12-04 Practical No-box Adversarial Attacks against DNNs    Qizhang Li, Yiwen Guo, Hao Chen arXiv_CV arXiv_CV  Reconstruction  Recognition  Adversarial  Pose  Face  Classification  Image_Classification  Prediction  PDF
• 2020-12-03 Evolving Character-Level DenseNet Architectures using Genetic Programming    Trevor Londt, Xiaoying Gao, Peter Andreae arXiv_CL arXiv_CL  Text_Classification  Knowledge  Classification  Deep_Learning  Image_Classification  PDF
• 2020-12-03 Robust Instance Segmentation through Reasoning about Multi-Object Occlusion    Xiaoding Yuan, Adam Kortylewski, Yihong Sun, Alan Yuille arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Image_Classification  Inference  Prediction  PDF
• 2020-12-03 Beyond Cats and Dogs: Semi-supervised Classification of fuzzy labels with overclustering    Lars Schmarje, Johannes Brünger, Monty Santarossa, Simon-Martin Schröder, Rainer Kiko, Reinhard Koch arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Image_Classification  Prediction  PDF
• 2020-12-02 A Self-Supervised Feature Map Augmentation Loss and Combined Augmentations Finetuning to Efficiently Improve the Robustness of CNNs    Nikhil Kapoor, Chun Yuan, Jonas Löhdefink, Roland Zimmermann, Serin Varghese, Fabian Hüger, Nico Schmidt, Peter Schlicht, Tim Fingscheidt arXiv_AI arXiv_AI  Regularization  Self-Supervised  Pose  Classification  CNN  Image_Classification  PDF
• 2020-12-02 Chair Segments: A Compact Benchmark for the Study of Object Segmentation    Leticia Pinto-Alva, Ian K. Torres, Rosangel Garcia, Ziyan Yang, Vicente Ordonez arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Optimization  Classification  Image_Classification  PDF
• 2020-12-02 Artist, Style And Year Classification Using Face Recognition And Clustering With Convolutional Neural Networks    Doruk Pancaroglu arXiv_CV arXiv_CV  Segmentation  Recognition  Face  Classification  Face_Recognition  CNN  Image_Classification  PDF
• 2020-12-02 An Once-for-All Budgeted Pruning Framework for ConvNets Considering Input Resolution    Wenyu Sun, Jian Cao, Pengtao Xu, Xiangcheng Liu, Pu Li arXiv_CV arXiv_CV  Optimization  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2020-12-01 Data Augmentation with norm-VAE for Unsupervised Domain Adaptation    Qian Wang, Fanlin Meng, Toby P. Breckon arXiv_CV arXiv_CV  Unsupervised  Pose  Classification  Image_Classification  PDF
• 2020-12-01 Adversarial Robustness Across Representation Spaces    Pranjal Awasthi, George Yu, Chun-Sung Ferng, Andrew Tomkins, Da-Cheng Juan arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Image_Classification  PDF
• 2020-12-01 Communication-Efficient Federated Distillation    Felix Sattler, Arturo Marban, Roman Rischke, Wojciech Samek arXiv_AI arXiv_AI  Quantization  Classification  Image_Classification  Language_Model  PDF
• 2020-12-01 A Unified Deep Speaker Embedding Framework for Mixed-Bandwidth Speech Data    Weicheng Cai, Ming Li arXiv_CL arXiv_CL  Embedding  Speech  Pose  Classification  Image_Classification  PDF
• 2020-11-30 Reducing Textural Bias Improves Robustness of Deep Segmentation CNNs    Seoin Chai, Daniel Rueckert, Ahmed E. Fetit arXiv_CV arXiv_CV  Segmentation  3D  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2020-11-30 Scale-covariant and scale-invariant Gaussian derivative networks    Tony Lindeberg arXiv_CV arXiv_CV  Classification  Deep_Learning  Image_Classification  PDF
• 2020-11-30 Revisiting Unsupervised Meta-Learning: Amplifying or Compensating for the Characteristics of Few-Shot Tasks    Han-Jia Ye, Lu Han, De-Chuan Zhan arXiv_CV arXiv_CV  Embedding  Unsupervised  Recognition  Classification  Few-Shot  Image_Classification  PDF
• 2020-11-29 ProtoPShare: Prototype Sharing for Interpretable Image Classification and Similarity Discovery    Dawid Rymarczyk, Łukasz Struski, Jacek Tabor, Bartosz Zieliński arXiv_AI arXiv_AI  Classification  Image_Classification  Prediction  PDF
• 2020-11-29 BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification    Xiaoxu Li, Jijie Wu, Zhuo Sun, Zhanyu Ma, Jie Cao, Jing-Hao Xue arXiv_CV arXiv_CV  Embedding  Pose  Classification  Few-Shot  Attention  Image_Classification  PDF
• 2020-11-27 General Multi-label Image Classification with Transformers    Jack Lanchantin, Tianlu Wang, Vicente Ordonez, Yanjun Qi arXiv_AI arXiv_AI  Transformer  Pose  Classification  CNN  Image_Classification  Inference  PDF
• 2020-11-26 Regularization with Latent Space Virtual Adversarial Training    Genki Osada, Budrul Ahsan, Revoti Prasad Bora, Takashi Nishide arXiv_CV arXiv_CV  Regularization  Adversarial  Pose  Classification  Image_Classification  PDF
• 2020-11-25 Open-World Learning Without Labels    Mohsen Jafarzadeh, Akshay Raj Dhamija, Steve Cruz, Chunchun Li, Touqeer Ahmad, Terrance E. Boult arXiv_AI arXiv_AI  Unsupervised  Knowledge  Pose  Classification  Image_Classification  Autonomous  PDF
• 2020-11-25 Contrastive Representation Learning for Whole Brain Cytoarchitectonic Mapping in Histological Human Brain Sections    Christian Schiffer, Katrin Amunts, Stefan Harmeling, Timo Dickscheid arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Pose  Contrastive_Learning  Classification  GAN  CNN  Image_Classification  PDF
• 2020-11-25 ImCLR: Implicit Contrastive Learning for Image Classification    John Chen, Samarth Sinha, Anastasios Kyrillidis arXiv_CV arXiv_CV  Contrastive_Learning  Classification  Image_Classification  PDF
• 2020-11-25 Match Them Up: Visually Explainable Few-shot Image Classification    Bowen Wang, Liangzhi Li, Manisha Verma, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Few-Shot  Image_Classification  Inference  PDF
• 2020-11-24 Towards Imperceptible Universal Attacks on Texture Recognition    Yingpeng Deng, Lina J. Karam arXiv_CV arXiv_CV  Recognition  Adversarial  Pose  Classification  Image_Classification  PDF
• 2020-11-24 Persistent Mixture Model Networks for Few-Shot Image Classification    Arman Afrasiyabi, Jean-François Lalonde, Christian Gagné arXiv_CV arXiv_CV  Represenation_Learning  Classification  Few-Shot  GAN  Image_Classification  PDF
• 2020-11-24 Benchmarking Inference Performance of Deep Learning Models on Analog Devices    Omobayode Fagbohungbe, Lijun Qian arXiv_AI