Image_Classification

2022-09-27 Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification Yeganeh Madadi, Vahid Seydi, Jian Sun, Edward Chaum, Siamak Yousefi arXiv_AI arXiv_AI Pose Classification Relation Image_Classification Prediction PDF
2022-09-27 Genetic Programming-Based Evolutionary Deep Learning for Data-Efficient Image Classification Ying Bi, Bing Xue, Mengjie Zhang arXiv_AI arXiv_AI Pose Classification Deep_Learning Image_Classification PDF
2022-09-27 EEG-based Image Feature Extraction for Visual Classification using Deep Learning Alankrit Mishra, Nikhil Raj, Garima Bajwa arXiv_AI arXiv_AI Action Classification Deep_Learning Image_Classification PDF
2022-09-26 Improving Multi-fidelity Optimization with a Recurring Learning Rate for Hyperparameter Tuning HyunJae Lee, Gihyeon Lee, Junhwan Kim, Sungjun Cho, Dohyun Kim, Donggeun Yoo arXiv_CV arXiv_CV Transfer_Learning Optimization Pose Classification CNN Image_Classification PDF
2022-09-26 Impact of Feedback Type on Explanatory Interactive Learning Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee arXiv_AI arXiv_AI Salient Classification Image_Classification PDF
2022-09-26 TAD: A Large-Scale Benchmark for Traffic Accidents Detection from Video Surveillance Yajun Xu, Chuwen Huang, Yibing Nan, Shiguo Lian arXiv_CV arXiv_CV Surveillance Pose Classification Detection Object_Detection Image_Classification Autonomous Prediction Video_Classification PDF
2022-09-26 Deep Convolutional Neural Network and Transfer Learning for Locomotion Intent Prediction Duong Le, Shihao Cheng, Robert D. Gregg, Maani Ghaffari arXiv_RO arXiv_RO Transfer_Learning Classification CNN Image_Classification Prediction PDF
2022-09-24 Raising the Bar on the Evaluation of Out-of-Distribution Detection Jishnu Mukhoti, Tsung-Yu Lin, Bor-Chun Chen, Ashish Shah, Philip H.S. Torr, Puneet K. Dokania, Ser-Nam Lim arXiv_CV arXiv_CV Pose Classification Detection GAN Image_Classification PDF
2022-09-22 Capsule Network based Contrastive Learning of Unsupervised Visual Representations Harsh Panwar, Ioannis Patras arXiv_AI arXiv_AI Unsupervised Pose Contrastive_Learning Classification Image_Classification PDF
2022-09-21 I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification Muhammad Ferjad Naeem, Yongqin Xian, Luc Van Gool, Federico Tombari arXiv_CV arXiv_CV Transformer Embedding Unsupervised Zero-Shot Pose Action Quantitative Classification Attention Image_Classification Language_Model PDF
2022-09-21 HiFuse: Hierarchical Multi-Scale Feature Fusion Network for Medical Image Classification Xiangzuo Huo, Gang Sun, Shengwei Tian, Yan Wang, Long Yu, Jun Long, Wendong Zhang, Aolun Li arXiv_CV arXiv_CV Transformer Pose Classification Attention Medical CNN Image_Classification PDF
2022-09-21 PicT: A Slim Weakly Supervised Vision Transformer for Pavement Distress Classification Wenhao Tang, Sheng Huang, Xiaoxian Zhang, Luwen Huangfu arXiv_CV arXiv_CV Transformer Recognition Weakly_Supervised Optimization Pose Classification Detection Relation Image_Classification Inference PDF
2022-09-20 Fine-grained Classification of Solder Joints with {alpha}-skew Jensen-Shannon Divergence Furkan Ulger, Seniha Esen Yuksel, Atila Yilmaz, Dincer Gokcen arXiv_CV arXiv_CV Transformer Segmentation Regularization Pose Classification Detection Attention Image_Classification Prediction PDF
2022-09-20 Frequency Dropout: Feature-Level Regularization via Randomized Filtering Mobarakol Islam, Ben Glocker arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose Classification Relation Medical CNN Image_Classification Prediction PDF
2022-09-20 Dynamic Graph Message Passing Networks for Visual Recognition Li Zhang, Mohan Chen, Anurag Arnab, Xiangyang Xue, Philip H.S. Torr arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Recognition Pose Classification Detection Relation Object_Detection Attention CNN Image_Classification PDF
2022-09-20 CoV-TI-Net: Transferred Initialization with Modified End Layer for COVID-19 Diagnosis Sadia Khanam, Mohammad Reza Chalak Qazani, Subrota Kumar Mondal, H M Dipu Kabir, Abadhan S. Sabyasachi, Houshyar Asadi, Keshav Kumar, Farzin Tabarsinezhad, Shady Mohamed, Abbas Khorsavi, Saeid Nahavandi arXiv_CV arXiv_CV Transfer_Learning Recognition Pose Action Classification Detection CNN Image_Classification PDF
2022-09-19 On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks Hubert Leterme (UGA, LJK), Kévin Polisano (UGA, LJK), Valérie Perrier (Grenoble INP, LJK), Karteek Alahari (LJK) arXiv_AI arXiv_AI Image_Caption Classification Relation CNN Image_Classification PDF
2022-09-19 S$^3$R: Self-supervised Spectral Regression for Hyperspectral Histopathology Image Classification Xingran Xie, Yan Wang, Qingli Li arXiv_CV arXiv_CV Knowledge Self-Supervised Pose Contrastive_Learning Classification Medical Image_Classification PDF
2022-09-18 Semantic Segmentation using Neural Ordinary Differential Equations Seyedalireza Khoshsirat, Chandra Kambhamettu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Classification Image_Classification PDF
2022-09-16 Continual Learning for Class- and Domain-Incremental Semantic Segmentation Tobias Kalb, Masoud Roschani, Miriam Ruf, Jürgen Beyerer arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Recognition Knowledge Pose Action Classification Deep_Learning Image_Classification PDF
2022-09-16 Towards Bridging the Performance Gaps of Joint Energy-based Models Xiulong Yang, Qing Su, Shihao Ji arXiv_CV arXiv_CV Adversarial Pose Classification Detection Image_Classification PDF
2022-09-16 Enhance the Visual Representation via Discrete Adversarial Training Xiaofeng Mao, Yuefeng Chen, Ranjie Duan, Yao Zhu, Gege Qi, Shaokai Ye, Xiaodan Li, Rong Zhang, Hui Xue arXiv_CV arXiv_CV Adversarial Self-Supervised Pose Classification Detection Object_Detection GAN Image_Classification PDF
2022-09-16 A Mosquito is Worth 16x16 Larvae: Evaluation of Deep Learning Architectures for Mosquito Larvae Classification Aswin Surya, David B. Peral, Austin VanLoon, Akhila Rajesh arXiv_CV arXiv_CV Transformer Tracking Classification Deep_Learning CNN Image_Classification PDF
2022-09-16 Continual Learning with Dependency Preserving Hypernetworks Dupati Srikar Chandra, Sakshi Varshney, P.K. Srijith, Sunil Gupta arXiv_CV arXiv_CV RNN Knowledge Pose Classification Image_Classification PDF
2022-09-15 OmniVL:One Foundation Model for Image-Language and Video-Language Tasks Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Luowei Zhou, Yucheng Zhao, Yujia Xie, Ce Liu, Yu-Gang Jiang, Lu Yuan arXiv_CV arXiv_CV Transformer Recognition Pose Action_Recognition Action Classification Caption Image_Classification Language_Model PDF
2022-09-15 Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models Manli Shu, Weili Nie, De-An Huang, Zhiding Yu, Tom Goldstein, Anima Anandkumar, Chaowei Xiao arXiv_CV arXiv_CV Zero-Shot Pose Classification Image_Classification Language_Model Prediction PDF
2022-09-15 On the Surprising Effectiveness of Transformers in Low-Labeled Video Recognition Farrukh Rahman, Ömer Mubarek, Zsolt Kira arXiv_CV arXiv_CV Transformer Recognition Classification Image_Classification Recommendation Video_Classification PDF
2022-09-15 Visual Recognition with Deep Nearest Centroids Wenguan Wang, Cheng Han, Tianfei Zhou, Dongfang Liu arXiv_CV arXiv_CV Segmentation Embedding Recognition Knowledge Classification GAN Image_Classification PDF
2022-09-15 Deep Reinforcement Learning for Task Offloading in UAV-Aided Smart Farm Networks Anne Catherine Nguyen, Turgay Pamuklu, Aisha Syed, W. Sean Kennedy, Melike Erol-Kantarci arXiv_AI arXiv_AI Reinforcement_Learning Pose Survey Classification Image_Classification PDF
2022-09-15 A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems Andrea Gesmundo arXiv_CV arXiv_CV Pose Classification Image_Classification PDF
2022-09-14 A novel illumination condition varied image dataset-Food Vision Dataset for fair and reliable consumer acceptability predictions from food Swarna Sethu (1), Dongyi Wang (1 and 2) ((1) Department of Biological & Agricultural engineering, University of Arkansas, Fayetteville, (2) Department of Food & Science and Department of Biological & Agricultural engineering, University of Arkansas, Fayetteville) arXiv_CV arXiv_CV Classification Detection Object_Detection Image_Classification Prediction PDF
2022-09-14 On the interplay of adversarial robustness and architecture components: patches, convolution and attention Francesco Croce, Matthias Hein arXiv_CV arXiv_CV Transformer Adversarial Classification Attention Image_Classification PDF
2022-09-14 Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification Kirill Prokofiev, Vladislav Sovrasov arXiv_CV arXiv_CV Transformer Pose Classification Relation Attention Image_Classification Inference PDF
2022-09-14 Learning Deep Optimal Embeddings with Sinkhorn Divergences Soumava Kumar Roy, Yan Han, Mehrtash Harandi, Lars Petersson arXiv_CV arXiv_CV Embedding Recognition Classification Relation Image_Classification PDF
2022-09-14 ConvNext Based Neural Network for Anti-Spoofing Qiaowei Ma, Jinghui Zhong, Yitao Yang, Weiheng Liu, Ying Gao, Wing W.Y. Ng arXiv_CL arXiv_CL Speech Pose Classification Detection Attention Image_Classification PDF
2022-09-14 A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends Ying Bi, Bing Xue, Pablo Mesejo, Stefano Cagnoni, Mengjie Zhang arXiv_AI arXiv_AI Edge_Detection Segmentation Survey Classification Detection Object_Detection Image_Classification PDF
2022-09-14 DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation Bum Chul Kwon, Jungsoo Lee, Chaeyeon Chung, Nyoungwoo Lee, Ho-Jin Choi, Jaegul Choo arXiv_CV arXiv_CV Quantitative Classification Relation Image_Classification PDF
2022-09-13 Virtual Underwater Datasets for Autonomous Inspections oannis Polymenis, Maryam Haroutunian, Rose Norman, David Trodden arXiv_CV arXiv_CV Adversarial Classification Deep_Learning Detection GAN Image_Classification Autonomous PDF
2022-09-13 Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation Maksym Yatsura, Kaspar Sakmann, N. Grace Hua, Matthias Hein, Jan Hendrik Metzen arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Adversarial Classification Deep_Learning Detection Image_Classification Prediction PDF
2022-09-13 Revisiting Neural Scaling Laws in Language and Vision Ibrahim Alabdulmohsin, Behnam Neyshabur, Xiaohua Zhai arXiv_AI arXiv_AI NMT Classification Deep_Learning Image_Classification Language_Model PDF
2022-09-13 Moving from 2D to 3D: volumetric medical image classification for rectal cancer staging Joohyung Lee, Jieun Oh, Inkyu Shin, You-sung Kim, Dae Kyung Sohn, Tae-sung Kim, In So Kweon arXiv_CV arXiv_CV 3D Pose Classification Relation Medical CNN Image_Classification PDF
2022-09-13 A Capsule Network for Hierarchical Multi-Label Image Classification Khondaker Tasrif Noor, Antonio Robles-Kelly, Brano Kusy arXiv_CV arXiv_CV Pose Classification Image_Classification Prediction PDF
2022-09-13 PSAQ-ViT V2: Towards Accurate and General Data-Free Quantization for Vision Transformers Zhikai Li, Mengjuan Chen, Junrui Xiao, Qingyi Gu arXiv_CV arXiv_CV Transformer Segmentation Quantization Semantic_Segmentation Pose Classification Detection Object_Detection Image_Classification PDF
2022-09-13 Class-Level Logit Perturbation Mengyang Li (1), Fengguang Su (1), Ou Wu (1), Ji Zhang (2) ((1) National Center for Applied Mathematics, Tianjin University, (2) University of Southern Queensland) arXiv_AI arXiv_AI Adversarial Pose Classification Deep_Learning Attention Image_Classification PDF
2022-09-11 OpenMixup: Open Mixup Toolbox and Benchmark for Visual Representation Learning Siyuan Li, Zedong Wang, Zicheng Liu, Di Wu, Stan Z. Li arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Pose Classification Image_Classification PDF
2022-09-10 Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation Xuan Gong, Abhishek Sharma, Srikrishna Karanam, Ziyan Wu, Terrence Chen, David Doermann, Arun Innanje arXiv_CV arXiv_CV Text_Classification Knowledge Pose Classification Image_Classification Prediction PDF
2022-09-09 Deep learning in a bilateral brain with hemispheric specialization Chandramouli Rajagopalan, David Rawlinson, Elkhonon Goldberg, Gideon Kowadlo arXiv_AI arXiv_AI Pose Classification Deep_Learning CNN Image_Classification PDF
2022-09-08 Data Feedback Loops: Model-driven Amplification of Dataset Biases Rohan Taori, Tatsunori B. Hashimoto arXiv_AI arXiv_AI Tracking Pose Action Classification Image_Classification Prediction PDF
2022-09-08 Sign Language Detection Shubham Deshmukh, Favin Fernandes, Amey Chavan arXiv_CV arXiv_CV Pose Action Classification Detection Image_Classification PDF
2022-09-08 RGB-X Classification for Electronics Sorting FNU Abhimanyu, Tejas Zodage, Umesh Thillaivasan, Xinyue Lai, Rahul Chakwate, Javier Santillan, Emma Oti, Ming Zhao, Ralph Boirum, Howie Choset, Matthew Travers arXiv_CV arXiv_CV Classification Image_Classification PDF
2022-09-07 What does a platypus look like? Generating customized prompts for zero-shot image classification Sarah Pratt, Rosanne Liu, Ali Farhadi arXiv_CV arXiv_CV Zero-Shot Knowledge Classification Image_Classification Inference Language_Model PDF
2022-09-07 Plant Species Classification Using Transfer Learning by Pretrained Classifier VGG-19 Thiru Siddharth, Bhupendra Singh Kirar, Dheeraj Kumar Agrawal arXiv_CV arXiv_CV Transfer_Learning Recognition Knowledge Speech Action Classification Deep_Learning Speech_Recognition Medical CNN Image_Classification PDF
2022-09-06 Single-Stage Broad Multi-Instance Multi-Label Learning with Diverse Inter-Correlations and its application to medical image classification Qi Lai, Jianhang Zhou, Yanfen Gan, Chi-Man Vong, Deshuang Huang arXiv_AI arXiv_AI Enhancement Optimization Pose Classification Relation Medical Image_Classification PDF
2022-09-06 Language-aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification Yuxiang Zhang, Mengmeng Zhang, Wei Li, Shuai Wang, Ran Tao arXiv_CV arXiv_CV Zero-Shot Knowledge Pose Contrastive_Learning Classification Image_Classification PDF
2022-09-06 MACAB: Model-Agnostic Clean-Annotation Backdoor to Object Detection with Natural Trigger in Real-World Hua Ma, Yinshan Li, Yansong Gao, Zhi Zhang, Alsharif Abuadbba, Anmin Fu, Said F. Al-Sarawi, Nepal Surya, Derek Abbott arXiv_CV arXiv_CV Segmentation Tracking Object_Tracking Adversarial Pose Classification Deep_Learning Detection Object_Detection Image_Classification PDF
2022-09-05 Consistency-Based Semi-supervised Evidential Active Learning for Diagnostic Radiograph Classification Shafa Balaram, Cuong M. Nguyen, Ashraf Kassim, Pavitra Krishnaswamy arXiv_AI arXiv_AI Adversarial Classification Deep_Learning Medical Image_Classification PDF
2022-09-05 Imaging with Equivariant Deep Learning Dongdong Chen, Mike Davies, Matthias J. Ehrhardt, Carola-Bibiane Schönlieb, Ferdia Sherry, Julián Tachella arXiv_CV arXiv_CV Reconstruction Review Self-Supervised Action Classification Deep_Learning Image_Classification PDF
2022-09-04 Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification Yuxiang Zhang, Wei Li, Weidong Sun, Ran Tao, Qian Du arXiv_CV arXiv_CV Knowledge Adversarial Pose Contrastive_Learning Classification Attention Image_Classification PDF
2022-09-03 Vision Transformers and YoloV5 based Driver Drowsiness Detection Framework Ghanta Sai Krishna, Kundrapu Supriya, Jai Vardhan, Mallikharjuna Rao K arXiv_CV arXiv_CV Transformer Recognition Knowledge Pose Face Action Classification Deep_Learning Detection Sentiment Image_Classification PDF
2022-09-03 Label Structure Preserving Contrastive Embedding for Multi-Label Learning with Missing Labels Zhongchen Ma, Lisha Li, Qirong Mao, Songcan Chen arXiv_CV arXiv_CV Image_Caption Embedding Unsupervised Represenation_Learning Knowledge Pose Contrastive_Learning Classification GAN Image_Classification PDF
2022-09-02 Impact of Colour Variation on Robustness of Deep Neural Networks Chengyin Hu, Weiwen Shi arXiv_CV arXiv_CV Segmentation Adversarial Pose Classification Detection Relation Object_Detection Image_Classification PDF
2022-09-02 Impact of Scaled Image on Robustness of Deep Neural Networks Chengyin Hu, Weiwen Shi arXiv_CV arXiv_CV Segmentation Adversarial Pose Classification Detection Relation Object_Detection Image_Classification PDF
2022-09-02 BinImg2Vec: Augmenting Malware Binary Image Classification with Data2Vec Joon Sern Lee, Kai Keng Tay, Zong Fu Chua arXiv_CV arXiv_CV Embedding Self-Supervised Pose Action Classification Image_Classification PDF
2022-09-01 Incremental Online Learning Algorithms Comparison for Gesture and Visual Smart Sensors Alessandro Avi, Andrea Albanese, Davide Brunelli arXiv_AI arXiv_AI Recognition Gesture Classification Image_Classification Inference PDF
2022-09-01 Fast Fourier Convolution Based Remote Sensor Image Object Detection for Earth Observation Gu Lingyun, Eugene Popov, Dong Ge arXiv_AI arXiv_AI Knowledge Pose Classification Detection Object_Detection Image_Classification PDF
2022-09-01 Combating Noisy Labels in Long-Tailed Image Classification Chaowei Fang, Lechao Cheng, Huiyan Qi, Dingwen Zhang arXiv_CV arXiv_CV Regularization Pose Classification Image_Classification Inference Prediction Matching PDF
2022-09-01 ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification Zhixiong Yang, Junwen Pan, Yanzhan Yang, Xiaozhou Shi, Hong-Yu Zhou, Zhicheng Zhang, Cheng Bian arXiv_CV arXiv_CV Adversarial Pose Contrastive_Learning Classification Medical Image_Classification PDF
2022-08-31 Transfering Low-Frequency Features for Domain Adaptation Zhaowen Li, Xu Zhao, Chaoyang Zhao, Ming Tang, Jinqiao Wang arXiv_CV arXiv_CV Unsupervised Pose Classification Detection Object_Detection Image_Classification PDF
2022-08-31 NeurIPS'22 Cross-Domain MetaDL competition: Design and baseline results Dustin Carrión-Ojeda (LISN, TAU), Hong Chen (CST), Adrian El Baz, Sergio Escalera (CVC), Chaoyu Guan (CST), Isabelle Guyon (LISN, TAU), Ihsan Ullah (LISN, TAU), Xin Wang (CST), Wenwu Zhu (CST) arXiv_AI arXiv_AI Classification Few-Shot Image_Classification PDF
2022-08-30 Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning Tianyuan Yao, Chang Qu, Jun Long, Quan Liu, Ruining Deng, Yuanhan Tian, Jiachen Xu, Aadarsh Jha, Zuhayr Asad, Shunxing Bao, Mengyang Zhao, Agnes B. Fogo, Bennett A.Landman, Haichun Yang, Catie Chang, Yuankai Huo arXiv_CV arXiv_CV Knowledge Self-Supervised Pose Contrastive_Learning Classification Detection Medical Image_Classification PDF
2022-08-30 PanorAMS: Automatic Annotation for Detecting Objects in Urban Context Inske Groenen, Stevan Rudinac, Marcel Worring arXiv_CV arXiv_CV Face Classification Detection Object_Detection Image_Classification PDF
2022-08-30 Probing Contextual Diversity for Dense Out-of-Distribution Detection Silvio Galesso, Maria Alejandra Bravo, Mehdi Naouar, Thomas Brox arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Classification Detection Image_Classification Prediction PDF
2022-08-30 Robustness and invariance properties of image classifiers Apostolos Modas arXiv_RO arXiv_RO Sparse Adversarial Pose Classification Image_Classification PDF
2022-08-30 Weakly Supervised Faster-RCNN+FPN to classify animals in camera trap images Pierrick Pochelu, Clara Erard, Philippe Cordier, Serge G. Petiton, Bruno Conche arXiv_CV arXiv_CV Weakly_Supervised Pose Classification Deep_Learning Detection Object_Detection Image_Classification PDF
2022-08-30 Video-based Cross-modal Auxiliary Network for Multimodal Sentiment Analysis Rongfei Chen, Wenju Zhou, Yang Li, Huiyu Zhou arXiv_SD arXiv_SD Pose Emotion Action Classification Sentiment Image_Classification PDF
2022-08-29 Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study Gregory Holste, Song Wang, Ziyu Jiang, Thomas C. Shen, George Shih, Ronald M. Summers, Yifan Peng, Zhangyang Wang arXiv_CV arXiv_CV Classification Medical Image_Classification PDF
2022-08-28 An Access Control Method with Secret Key for Semantic Segmentation Models Teru Nagamori, Ryota Iijima, Hitoshi Kiya arXiv_CV arXiv_CV Transformer Segmentation Embedding Semantic_Segmentation Pose Classification Image_Classification PDF
2022-08-26 Constraining Pseudo-label in Self-training Unsupervised Domain Adaptation with Energy-based Model Lingsheng Kong, Bo Hu, Xiongchang Liu, Jun Lu, Jane You, Xiaofeng Liu arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Knowledge Classification Deep_Learning Image_Classification Prediction PDF
2022-08-26 Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal Perspective Jiangmeng Li, Yanan Zhang, Wenwen Qiang, Lingyu Si, Chengbo Jiao, Xiaohui Hu, Changwen Zheng, Fuchun Sun arXiv_CV arXiv_CV Knowledge Pose Classification Detection Few-Shot Object_Detection Image_Classification Prediction PDF
2022-08-24 gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window Mocho Go, Hideyuki Tachibana arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Recognition Pose Classification Detection Object_Detection Attention Image_Classification PDF
2022-08-24 TMIC: App Inventor Extension for the Deployment of Image Classification Models Exported from Teachable Machine Fabiano Pereira de Oliveira, Christiane Gresse von Wangenheim, Jean C. R. Hauck arXiv_AI arXiv_AI Classification Image_Classification PDF
2022-08-24 Radial Basis Function Networks for Convolutional Neural Networks to Learn Similarity Distance Metric and Improve Interpretability Mohammadreza Amirian, Friedhelm Schwenker arXiv_CV arXiv_CV Classification Deep_Learning CNN Image_Classification PDF
2022-08-23 Time-lapse image classification using a diffractive neural network Md Sadman Sakib Rahman, Aydogan Ozcan arXiv_CV arXiv_CV Super_Resolution Face Classification Image_Classification Inference PDF
2022-08-23 Learning from Noisy Labels with Coarse-to-Fine Sample Credibility Modeling Boshen Zhang, Yuxi Li, Yuanpeng Tu, Jinlong Peng, Yabiao Wang, Cunlin Wu, Yang Xiao, Cairong Zhao arXiv_CV arXiv_CV Recognition Pose Classification Denoising Image_Classification PDF
2022-08-22 Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks Wenhui Wang, Hangbo Bao, Li Dong, Johan Bjorck, Zhiliang Peng, Qiang Liu, Kriti Aggarwal, Owais Khan Mohammed, Saksham Singhal, Subhojit Som, Furu Wei arXiv_CV arXiv_CV Image_Caption Transformer Segmentation Semantic_Segmentation Pose Classification Detection VQA Object_Detection Caption Image_Classification QA PDF
2022-08-22 Minimizing the Effect of Noise and Limited Dataset Size in Image Classification Using Depth Estimation as an Auxiliary Task with Deep Multitask Learning Khashayar Namdar, Partoo Vafaeikia, Farzad Khalvati arXiv_CV arXiv_CV Scene_Classification Classification Image_Classification PDF
2022-08-22 Multilayer deep feature extraction for visual texture recognition Lucas O. Lyra, Antonio Elias Fabris, Joao B. Florindo arXiv_CV arXiv_CV Recognition Pose Action Classification CNN Image_Classification PDF
2022-08-22 Towards Calibrated Hyper-Sphere Representation via Distribution Overlap Coefficient for Long-tailed Learning Hualiang Wang, Siming Fu, Xiaoxuan He, Hangxiang Fang, Zuozhu Liu, Haoji Hu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Quantitative Classification Attention Image_Classification PDF
2022-08-22 GCISG: Guided Causal Invariant Learning for Improved Syn-to-real Generalization Gilhyun Nam, Gyeongjae Choi, Kyungmin Lee arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Pose Classification Deep_Learning Image_Classification PDF
2022-08-22 PLMCL: Partial-Label Momentum Curriculum Learning for Multi-Label Image Classification Rabab Abdelfattah, Xin Zhang, Zhenyao Wu, Xinyi Wu, Xiaofeng Wang, Song Wang arXiv_CV arXiv_CV Pose Classification Image_Classification PDF
2022-08-21 DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination Tingting Wu, Xiao Ding, Hao Zhang, Jinglong Gao, Li Du, Bing Qin, Ting Liu arXiv_AI arXiv_AI Self-Supervised Pose Classification Relation Image_Classification PDF
2022-08-20 Effectiveness of Function Matching in Driving Scene Recognition Shingo Yashima arXiv_CV arXiv_CV Recognition Knowledge Classification Image_Classification Autonomous Prediction Matching PDF
2022-08-20 Net2Brain: A Toolbox to compare artificial vision models with human brain responses Domenic Bersch, Kshitij Dwivedi, Martina Vilas, Radoslaw M. Cichy, Gemma Roig arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Recognition Face Action_Recognition Action Classification Image_Classification PDF
2022-08-20 Analyzing Adversarial Robustness of Vision Transformers against Spatial and Spectral Attacks Gihyun Kim, Jong-Seok Lee arXiv_CV arXiv_CV Transformer Adversarial Classification CNN Image_Classification PDF
2022-08-19 TTT-UCDR: Test-time Training for Universal Cross-Domain Retrieval Soumava Paul, Aheli Saha, Abhishek Samanta arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Zero-Shot Sketch Image_Retrieval Classification Image_Classification PDF
2022-08-19 Improved Image Classification with Token Fusion Keong Hun Choi, Jin Woo Kim, Yao Wang, Jong Eun Ha arXiv_CV arXiv_CV Transformer Pose Action Classification Image_Classification PDF
2022-08-18 Quantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification Quanshi Zhang, Xu Cheng, Yilan Chen, Zhefan Rao arXiv_CV arXiv_CV Point_Cloud 3D Sentiment_Classification Optimization Knowledge Pose Classification Sentiment Image_Classification PDF
2022-08-18 Resisting Adversarial Attacks in Deep Neural Networks using Diverse Decision Boundaries Manaar Alam, Shubhajit Datta, Debdeep Mukhopadhyay, Arijit Mondal, Partha Pratim Chakrabarti arXiv_CV arXiv_CV Adversarial Pose Classification Deep_Learning Image_Classification PDF
2022-08-17 Conviformers: Convolutionally guided Vision Transformer Mohit Vaishnav, Thomas Fel, Ivan Felipe Rodrıguez, Thomas Serre arXiv_CV arXiv_CV Transformer Classification CNN Image_Classification PDF
2022-08-17 DLCFT: Deep Linear Continual Fine-Tuning for General Incremental Learning Hyounguk Shon, Janghyeon Lee, Seung Hwan Kim, Junmo Kim arXiv_CV arXiv_CV Regularization Pose Classification Deep_Learning Image_Classification PDF
2022-08-14 The SVD of Convolutional Weights: A CNN Interpretability Framework Brenda Praggastis, Davis Brown, Carlos Ortiz Marrero, Emilie Purvine, Madelyn Shapiro, Bei Wang arXiv_AI arXiv_AI Classification Relation CNN Image_Classification PDF
2022-08-14 Shuffle Instances-based Vision Transformer for Pancreatic Cancer ROSE Image Classification Tianyi Zhang, Youdan Feng, Yunlu Feng, Yu Zhao, Yanli Lei, Nan Ying, Zhiling Yan, Yufang He, Guanglei Zhang arXiv_CV arXiv_CV Transformer Pose Classification Attention Image_Classification PDF
2022-08-14 Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation Zhichao Lu, Ran Cheng, Shihua Huang, Haoming Zhang, Changxiao Qiu, Fan Yang arXiv_CV arXiv_CV NAS Segmentation Semantic_Segmentation Optimization Pose Classification Image_Classification Autonomous Inference Prediction PDF
2022-08-14 Multi-Attribute Open Set Recognition Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer arXiv_CV arXiv_CV Recognition Pose Classification Relation Image_Classification PDF
2022-08-13 Simulating Personal Food Consumption Patterns using a Modified Markov Chain Xinyue Pan, Jiangpeng He, Andrew Peng, Fengqing Zhu arXiv_CV arXiv_CV Self-Supervised Pose Classification Image_Classification PDF
2022-08-13 Entropy Induced Pruning Framework for Convolutional Neural Networks Yiheng Lu, Ziyu Guan, Yaming Yang, Maoguo Gong, Wei Zhao, Kaiyuan Feng arXiv_CV arXiv_CV Pose Classification CNN Image_Classification PDF
2022-08-12 BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers Zhiliang Peng, Li Dong, Hangbo Bao, Qixiang Ye, Furu Wei arXiv_CV arXiv_CV Image_Caption Transformer Reconstruction Segmentation Semantic_Segmentation Represenation_Learning Knowledge Self-Supervised Pose Classification Image_Classification Prediction PDF
2022-08-12 Scale-free Photo-realistic Adversarial Pattern Attack Xiangbo Gao, Weicheng Xie, Minmin Liu, Cheng Luo, Qinliang Lin, Linlin Shen, Keerthy Kusumam, Siyang Song arXiv_CV arXiv_CV Segmentation Adversarial Pose Classification Detection Object_Detection GAN Image_Classification PDF
2022-08-12 The Weighting Game: Evaluating Quality of Explainability Methods Lassi Raatikainen, Esa Rahtu arXiv_CV arXiv_CV Segmentation Salient Quantitative Classification Image_Classification PDF
2022-08-12 Dropout is NOT All You Need to Prevent Gradient Leakage Daniel Scheliga, Patrick Mäder, Marco Seeland arXiv_AI arXiv_AI Optimization Pose Classification Image_Classification PDF
2022-08-12 Contrastive Learning for OOD in Object detection Rishab Balasubramanian, Rupashree Dey, Kunal Rathore arXiv_CV arXiv_CV Self-Supervised Contrastive_Learning Classification Detection Object_Detection Image_Classification PDF
2022-08-11 Region-Based Evidential Deep Learning to Quantify Uncertainty and Improve Robustness of Brain Tumor Segmentation Hao Li, Yang Nan, Javier Del Ser, Guang Yang arXiv_CV arXiv_CV Segmentation Pose Quantitative Classification Deep_Learning Image_Classification PDF
2022-08-11 Shifted Windows Transformers for Medical Image Quality Assessment Caner Ozer, Arda Guler, Aysel Turkvatan Cansever, Deniz Alis, Ercan Karaarslan, Ilkay Oksuz arXiv_CV arXiv_CV Transformer Knowledge Classification Medical Image_Classification PDF
2022-08-11 MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition Chuanguang Yang, Zhulin An, Helong Zhou, Linhang Cai, Xiang Zhi, Jiwen Wu, Yongjun Xu, Qian Zhang arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation Recognition Knowledge Pose Classification Detection Object_Detection Image_Classification PDF
2022-08-11 WeightMom: Learning Sparse Networks using Iterative Momentum-based pruning Elvis Johnson, Xiaochen Tang, Sriramacharyulu Samudrala arXiv_CV arXiv_CV Sparse Pose Classification Image_Classification Inference PDF
2022-08-11 Self-Knowledge Distillation via Dropout Hyoje Lee, Yeachan Park, Hyun Seo, Myungjoo Kang arXiv_CV arXiv_CV Knowledge Adversarial Pose Classification Detection Object_Detection Image_Classification PDF
2022-08-11 OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark under Heterogeneous AI Computing Platforms Jia-Xin Zhuang, Xiansong Huang, Yang Yang, Jiancong Chen, Yue Yu, Wei Gao, Ge Li, Jie Chen, Tong Zhang arXiv_CV arXiv_CV Segmentation 3D Knowledge Classification Deep_Learning Detection Medical Image_Classification PDF
2022-08-10 Patching open-vocabulary models by interpolating weights Gabriel Ilharco, Mitchell Wortsman, Samir Yitzhak Gadre, Shuran Song, Hannaneh Hajishirzi, Simon Kornblith, Ali Farhadi, Ludwig Schmidt arXiv_CV arXiv_CV Zero-Shot Classification Image_Classification PDF
2022-08-10 PatchDropout: Economizing Vision Transformers Using Patch Dropout Yue Liu, Christos Matsoukas, Fredrik Strand, Hossein Azizpour, Kevin Smith arXiv_CV arXiv_CV Transformer Classification Medical Image_Classification PDF
2022-08-09 Combining Variational Modeling with Partial Gradient Perturbation to Prevent Deep Gradient Leakage Daniel Scheliga, Patrick Mäder, Marco Seeland arXiv_AI arXiv_AI Optimization Pose Classification Image_Classification PDF
2022-08-09 SBPF: Sensitiveness Based Pruning Framework For Convolutional Neural Network On Image Classification Yiheng Lu, Maoguo Gong, Wei Zhao, Kaiyuan Feng, Hao Li arXiv_AI arXiv_AI Pose Classification CNN Image_Classification Inference PDF
2022-08-08 All-optical image classification through unknown random diffusers using a single-pixel diffractive network Yi Luo, Bijie Bai, Yuhang Li, Ege Cetintas, Aydogan Ozcan arXiv_CV arXiv_CV Classification Deep_Learning Medical Image_Classification Autonomous PDF
2022-08-07 No More Strided Convolutions or Pooling: A New CNN Building Block for Low-Resolution Images and Small Objects Raja Sunkara, Tie Luo arXiv_CV arXiv_CV Pose Classification Deep_Learning Detection Object_Detection CNN Image_Classification PDF
2022-08-06 Multiplex-detection Based Multiple Instance Learning Network for Whole Slide Image Classification Zhikang Wang, Yue Bi, Tong Pan, Chris Bain, Richard Bassed, Seiya Imoto, Jianhua Yao, Jiangning Song arXiv_CV arXiv_CV Pose Classification Detection Relation Attention Image_Classification PDF
2022-08-05 RadTex: Learning Efficient Radiograph Representations from Text Reports Keegan Quigley, Miriam Cha, Ruizhi Liao, Geeticka Chauhan, Steven Horng, Seth Berkowitz, Polina Golland arXiv_CV arXiv_CV Image_Caption Transformer Classification Deep_Learning Medical Caption CNN Image_Classification PDF
2022-08-04 A Novel Automated Classification and Segmentation for COVID-19 using 3D CT Scans Shiyi Wang, Guang Yang arXiv_CV arXiv_CV Segmentation Embedding 3D Pose Face Classification Deep_Learning Medical Image_Classification PDF
2022-08-04 Self-Ensembling Vision Transformer for Robust Medical Image Classification Faris Almalik, Mohammad Yaqub, Karthik Nandakumar arXiv_CV arXiv_CV Transformer Segmentation Knowledge Adversarial Pose Classification Medical CNN Image_Classification Prediction PDF
2022-08-04 DropKey Bonan Li, Yinhan Hu, Xuecheng Nie, Congying Han, Xiangjian Jiang, Tiande Guo, Luoqi Liu arXiv_CV arXiv_CV Transformer Regularization Pose Action Classification Detection Object_Detection Attention Image_Classification PDF
2022-08-04 Semantic Interleaving Global Channel Attention for Multilabel Remote Sensing Image Classification Yongkun Liu, Kesong Ni, Yuhan Zhang, Lijian Zhou, Kun Zhao arXiv_CV arXiv_CV Pose Classification Relation Attention CNN Image_Classification PDF
2022-08-04 Privacy-Preserving Image Classification Using ConvMixer with Adaptive Permutation Matrix Zheng Qi, AprilPyone MaungMaung, Hitoshi Kiya arXiv_CV arXiv_CV Pose Classification Image_Classification PDF
2022-08-04 Privacy Safe Representation Learning via Frequency Filtering Encoder Jonghu Jeong, Minyong Cho, Philipp Benz, Jinwoo Hwang, Jeewook Kim, Seungkwan Lee, Tae-hoon Kim arXiv_CV arXiv_CV Reconstruction Represenation_Learning Adversarial Classification Deep_Learning Image_Classification PDF
2022-08-03 SSformer: A Lightweight Transformer for Semantic Segmentation Wentao Shi, Jing Xu, Pan Gao arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Pose Classification Attention CNN Image_Classification Prediction PDF
2022-08-03 Maintaining Performance with Less Data Dominic Sanderson, Tatiana Kalgonova arXiv_CV arXiv_CV Pose Classification Deep_Learning Image_Classification PDF
2022-08-03 Multiclass ASMA vs Targeted PGD Attack in Image Segmentation Johnson Vo (1), Jiabao Xie (1), Sahil Patel (1) ((1) University of Toronto) arXiv_CV arXiv_CV Segmentation Gradient_Descent Recognition Adversarial Speech Classification Deep_Learning Speech_Recognition Image_Classification PDF
2022-08-02 Texture features in medical image analysis: a survey Faeze Kiani arXiv_CV arXiv_CV Survey Classification Medical Image_Classification PDF
2022-08-02 Maximal Independent Vertex Set applied to Graph Pooling Stevan Stanovic (ENSICAEN, UNICAEN), Benoit Gaüzère (INSA Rouen Normandie, UNIROUEN, ULH, LITIS), Luc Brun (ENSICAEN, UNICAEN) arXiv_AI arXiv_AI Pose Classification CNN Image_Classification PDF
2022-08-02 Connection Reduction Is All You Need Rui-Yang Ju, Jen-Shiun Chiang arXiv_CV arXiv_CV Recognition Pose Classification CNN Image_Classification Inference PDF
2022-08-01 Information Gain Sampling for Active Learning in Medical Image Classification Raghav Mehta, Changjian Shui, Brennan Nichyporuk, Tal Arbel arXiv_CV arXiv_CV Pose Classification Deep_Learning Medical Image_Classification PDF
2022-08-01 giMLPs: Gate with Inhibition Mechanism in MLPs Cheng Kang, Jindich Prokop, Lei Tong, Huiyu Zhou, Yong Hu, Daneil Novak arXiv_CL arXiv_CL Bert Classification Attention Image_Classification PDF
2022-08-01 XOOD: Extreme Value Based Out-Of-Distribution Detection For Image Classification Frej Berglind, Haron Temam, Supratik Mukhopadhyay, Kamalika Das, Md Saiful Islam Sajol, Sricharan Kumar, Kumar Kallurupalli arXiv_CV arXiv_CV Unsupervised Self-Supervised Classification Detection Image_Classification Inference PDF
2022-08-01 A Rotation Meanout Network with Invariance for Dermoscopy Image Classification and Retrieval Yilan Zhang, Fengying Xie, Xuedong Song, Hangning Zhou, Yiguang Yang, Haopeng Zhang, Jie Liu arXiv_CV arXiv_CV Pose Action Classification CNN Image_Classification PDF
2022-07-29 A review of Deep learning Techniques for COVID-19 identification on Chest CT images Briskline Kiruba S, Petchiammal A, D. Murugan arXiv_CV arXiv_CV Review Action Classification Deep_Learning Image_Classification PDF
2022-07-29 Class-Difficulty Based Methods for Long-Tailed Visual Recognition Saptarshi Sinha, Hiroki Ohashi, Katsuyuki Nakamura arXiv_AI arXiv_AI Segmentation Recognition Pose Action Classification Detection Object_Detection Attention Image_Classification PDF
2022-07-28 Pro-tuning: Unified Prompt Tuning for Vision Tasks Xing Nie, Bolin Ni, Jianlong Chang, Gaomeng Meng, Chunlei Huo, Zhaoxiang Zhang, Shiming Xiang, Qi Tian, Chunhong Pan arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Adversarial Pose Classification Detection Object_Detection Image_Classification Prediction PDF
2022-07-28 On the Effects of Different Types of Label Noise in Multi-Label Remote Sensing Image Classification Tom Burgert, Mahdyar Ravanbakhsh, Begüm Demir arXiv_CV arXiv_CV Classification Image_Classification PDF
2022-07-28 Neural Architecture Search on Efficient Transformers and Beyond Zexiang Liu, Dong Li, Kaiyue Lu, Zhen Qin, Weixuan Sun, Jiacheng Xu, Yiran Zhong arXiv_CL arXiv_CL Transformer NAS Pose Classification Attention Image_Classification PDF
2022-07-27 Multi-layer Representation Learning for Robust OOD Image Classification Aristotelis Ballas, Christos Diou arXiv_CV arXiv_CV Represenation_Learning Classification CNN Image_Classification Prediction PDF
2022-07-27 Contrastive Masked Autoencoders are Stronger Vision Learners Zhicheng Huang, Xiaojie Jin, Chengze Lu, Qibin Hou, Ming-Ming Cheng, Dongmei Fu, Xiaohui Shen, Jiashi Feng arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Self-Supervised Pose Contrastive_Learning Classification Detection Object_Detection Image_Classification PDF
2022-07-27 Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors Arnaud Boutillon, Pierre-Henri Conze, Christelle Pons, Valérie Burdin, Bhushan Borotikar arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation Sparse Regularization Pose Classification Deep_Learning Medical Image_Classification Prediction PDF
2022-07-27 Adaptive sampling for scanning pixel cameras Yusuf Duman, Jean-Yves Guillemaut, Simon Hadfield arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Action Classification Image_Classification PDF
2022-07-27 ALBench: A Framework for Evaluating Active Learning in Object Detection Zhanpeng Feng, Shiliang Zhang, Rinyoichi Takezoe, Wenze Hu, Manmohan Chandraker, Li-Jia Li, Vijay K. Narayanan, Xiaoyu Wang arXiv_CV arXiv_CV NAS Sparse Classification Detection Object_Detection Image_Classification PDF
2022-07-26 AMF: Adaptable Weighting Fusion with Multiple Fine-tuning for Image Classification Xuyang Shen, Jo Plested, Sabrina Caldwell, Yiran Zhong, Tom Gedeon arXiv_CV arXiv_CV Transfer_Learning Knowledge Pose Classification Image_Classification PDF
2022-07-26 Visually explaining 3D-CNN predictions for video classification with an adaptive occlusion sensitivity analysis Tomoki Uchiyama, Naoya Sogi, Koichiro Niinuma, Kazuhiro Fukui arXiv_CV arXiv_CV 3D Pose Classification CNN Image_Classification Optical_Flow Prediction Video_Classification PDF
2022-07-26 Visual correspondence-based explanations improve AI robustness and human-AI team accuracy Giang Nguyen, Mohammad Reza Taesiri, Anh Nguyen arXiv_AI arXiv_AI Pose Classification Image_Classification Prediction PDF
2022-07-26 Distribution Learning Based on Evolutionary Algorithm Assisted Deep Neural Networks for Imbalanced Image Classification Yudi Zhao, Kuangrong Hao, Chaochen Gu, Bing Wei arXiv_AI arXiv_AI Pose Classification Image_Classification PDF
2022-07-25 SegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness Jindong Gu, Hengshuang Zhao, Volker Tresp, Philip Torr arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial Pose Classification Attention Image_Classification PDF
2022-07-25 Black-box Few-shot Knowledge Distillation Dang Nguyen, Sunil Gupta, Kien Do, Svetha Venkatesh arXiv_AI arXiv_AI Zero-Shot Knowledge Pose Classification Few-Shot Image_Classification PDF
2022-07-25 Dynamic Channel Selection in Self-Supervised Learning Tarun Krishna, Ayush K. Rai, Yasser A. D. Djilali, Alan F. Smeaton, Kevin McGuinness, Noel E. O'Connor arXiv_CV arXiv_CV Self-Supervised Classification Image_Classification Inference PDF
2022-07-25 TransCL: Transformer Makes Strong and Flexible Compressive Learning Chong Mou, Jian Zhang arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Pose Classification Image_Classification Inference PDF
2022-07-25 Jigsaw-ViT: Learning Jigsaw Puzzles in Vision Transformer Yingyi Chen, Xi Shen, Yahui Liu, Qinghua Tao, Johan A.K. Suykens arXiv_CV arXiv_CV Transformer Embedding Represenation_Learning Adversarial Self-Supervised Classification CNN Image_Classification PDF
2022-07-25 An Encryption Method of ConvMixer Models without Performance Degradation Ryota Iijima, Hitoshi Kiya arXiv_CV arXiv_CV Embedding Adversarial Pose Classification Image_Classification PDF
2022-07-24 Robust Scene Inference under Noise-Blur Dual Corruptions Bhavya Goyal, Jean-François Lalonde, Yin Li, Mohit Gupta arXiv_CV arXiv_CV Recognition Pose Classification Detection Object_Detection Image_Classification Inference Prediction PDF
2022-07-23 Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition Chuanguang Yang, Zhulin An, Helong Zhou, Yongjun Xu, Qian Zhan arXiv_AI arXiv_AI Embedding Transfer_Learning Recognition Represenation_Learning Knowledge Contrastive_Learning Action Classification Image_Classification PDF
2022-07-23 SSBNet: Improving Visual Recognition Efficiency by Adaptive Sampling Ho Man Kwan, Shenghui Song arXiv_AI arXiv_AI Recognition Pose Classification Detection Object_Detection Image_Classification PDF
2022-07-22 Do Perceptually Aligned Gradients Imply Adversarial Robustness? Roy Ganz, Bahjat Kawar, Michael Elad arXiv_CV arXiv_CV Adversarial Classification Deep_Learning Image_Classification PDF
2022-07-22 Just Rotate it: Deploying Backdoor Attacks via Rotation Transformation Tong Wu, Tianhao Wang, Vikash Sehwag, Saeed Mahloujifar, Prateek Mittal arXiv_CV arXiv_CV Classification Deep_Learning Detection Relation Object_Detection Image_Classification Inference Prediction PDF
2022-07-20 Latent Discriminant deterministic Uncertainty Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, David Filliat arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Image_Classification Autonomous Prediction PDF
2022-07-20 AutoDiCE: Fully Automated Distributed CNN Inference at the Edge Xiaotian Guo, Andy D.Pimentel, Todor Stefanov arXiv_AI arXiv_AI Recognition Speech Pose Classification Deep_Learning Speech_Recognition CNN Image_Classification Inference PDF
2022-07-20 EASNet: Searching Elastic and Accurate Network Architecture for Stereo Matching Qiang Wang, Shaohuai Shi, Kaiyong Zhao, Xiaowen Chu arXiv_AI arXiv_AI NAS 3D Sparse Pose Classification Detection Object_Detection Image_Classification Inference Prediction Matching PDF
2022-07-20 Towards Accurate and Robust Classification in Continuously Transitioning Industrial Sprays with Mixup Hongjiang Li, Huanyi Shui, Alemayehu Admasu, Praveen Narayanan, Devesh Upadhyay arXiv_CV arXiv_CV Recognition Face Classification Face_Recognition Medical Image_Classification Autonomous PDF
2022-07-19 A Block-based Convolutional Neural Network for Low-Resolution Image Classification Ashkan Ganj, Mohsen Ebadpour, Mahdi Darvish, Hamid Bahador arXiv_CV arXiv_CV Pose Classification CNN Image_Classification PDF
2022-07-19 Visual Representation Learning with Transformer: A Sequence-to-Sequence Perspective Li Zhang, Sixiao Zheng, Jiachen Lu, Xinxuan Zhao, Xiatian Zhu, Yanwei Fu, Tao Xiang, Jianfeng Feng arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Recognition Represenation_Learning Classification Detection Object_Detection Attention CNN Image_Classification Prediction PDF
2022-07-19 Moment Centralization based Gradient Descent Optimizers for Convolutional Neural Networks Sumanth Sadu, Shiv Ram Dubey, SR Sreeja arXiv_CV arXiv_CV Gradient_Descent Optimization Pose Classification CNN Image_Classification PDF
2022-07-18 Robustar: Interactive Toolbox Supporting Precise Data Annotation for Robust Vision Learning Chonghan Chen, Haohan Wang, Leyang Hu, Yuhao Zhang, Shuguang Lyu, Jingcheng Wu, Xinnuo Li, Linjing Sun, Eric P. Xing arXiv_CV arXiv_CV Classification Attention Image_Classification PDF
2022-07-18 Multi-manifold Attention for Vision Transformers Dimitrios Konstantinidis, Ilias Papastratis, Kosmas Dimitropoulos, Petros Daras arXiv_CV arXiv_CV Transformer Recognition Pose Action_Recognition Action Classification Attention CNN Image_Classification PDF
2022-07-18 Few-shot Fine-grained Image Classification via Multi-Frequency Neighborhood and Double-cross Modulation Hegui Zhu, Zhan Gao, Jiayi Wang, Yange Zhou, Chengqing Li arXiv_CV arXiv_CV Embedding 3D Pose Classification Relation Few-Shot Attention Image_Classification PDF
2022-07-17 Zero-Shot Temporal Action Detection via Vision-Language Prompting Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang arXiv_AI arXiv_AI Zero-Shot Optimization Pose Action Classification Detection Object_Detection Image_Classification Inference PDF
2022-07-17 Improving Deep Neural Network Random Initialization Through Neuronal Rewiring Leonardo Scabini, Bernard De Baets, Odemir M. Bruno arXiv_CV arXiv_CV Pose Classification Deep_Learning GAN Image_Classification PDF
2022-07-16 Progress and limitations of deep networks to recognize objects in unusual poses Amro Abbas, Stéphane Deny arXiv_CV arXiv_CV Transformer 3D Self-Supervised Pose Classification CNN Image_Classification PDF
2022-07-14 Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification Ivica Dimitrovski, Ivan Kitanovski, Dragi Kocev, Nikola Simidjievski arXiv_AI arXiv_AI Transfer_Learning Classification Deep_Learning Image_Classification PDF
2022-07-14 Tree Structure-Aware Few-Shot Image Classification via Hierarchical Aggregation Min Zhang, Siteng Huang, Wenbin Li, Donglin Wang arXiv_CV arXiv_CV Knowledge Classification Relation Few-Shot Image_Classification PDF
2022-07-14 Learning Discriminative Representation via Metric Learning for Imbalanced Medical Image Classification Chenghua Zeng, Huijuan Lu, Kanghao Chen, Ruixuan Wang, Wei-Shi Zheng arXiv_CV arXiv_CV Embedding Pose Classification Medical Image_Classification Prediction PDF
2022-07-14 Work In Progress: Safety and Robustness Verification of Autoencoder-Based Regression Models using the NNV Tool Neelanjana Pal (Department of Electrical and Computer Engineering Vanderbilt University, USA), Taylor T Johnson (Department of Electrical and Computer Engineering Vanderbilt University, USA) arXiv_AI arXiv_AI Classification Image_Classification PDF
2022-07-14 Universal Adaptive Data Augmentation Xiaogang Xu, Hengshuang Zhao, Philip Torr arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Detection Object_Detection Image_Classification PDF
2022-07-14 T-RECX: Tiny-Resource Efficient Convolutional Neural Networks with Early-Exit Nikhil P Ghanathe, Steve Wilton arXiv_CV arXiv_CV Quantization Classification Detection CNN Image_Classification Inference Prediction PDF
2022-07-13 Rich Feature Distillation with Feature Affinity Module for Efficient Image Dehazing Sai Mitheran, Anushri Suresh, Nisha J. S., Varun P. Gopi arXiv_CV arXiv_CV Segmentation Super_Resolution Knowledge Pose Contrastive_Learning Quantitative Classification Detection Image_Classification PDF
2022-07-13 Is one annotation enough? A data-centric image classification benchmark for noisy and ambiguous label estimation Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinahrd Koch arXiv_CV arXiv_CV Pose Classification Image_Classification PDF
2022-07-12 Look-ups are not all you need for deep learning inference Calvin McCarter, Nicholas Dronen arXiv_CV arXiv_CV Pose Classification Deep_Learning Image_Classification Inference PDF
2022-07-12 RE-Tagger: A light-weight Real-Estate Image Classifier Prateek Chhikara, Anil Goyal, Chirag Sharma arXiv_CV arXiv_CV Transfer_Learning Pose Classification Image_Classification PDF
2022-07-12 Backdoor Attacks on Crowd Counting Yuhua Sun, Tailai Zhang, Xingjun Ma, Pan Zhou, Jian Lou, Zichuan Xu, Xing Di, Yu Cheng, Lichao arXiv_AI arXiv_AI Surveillance Pose Classification Deep_Learning Image_Classification Prediction PDF
2022-07-12 LightViT: Towards Light-Weight Convolution-Free Vision Transformers Tao Huang, Lang Huang, Shan You, Fei Wang, Chen Qian, Chang Xu arXiv_AI arXiv_AI Transformer Segmentation Embedding Semantic_Segmentation Pose Classification Detection Object_Detection Attention CNN Image_Classification PDF
2022-07-12 Adversarial Robustness Assessment of NeuroEvolution Approaches Inês Valentim, Nuno Lourenço, Nuno Antunes arXiv_AI arXiv_AI Adversarial Classification Attention Image_Classification PDF
2022-07-12 Image and Model Transformation with Secret Key for Vision Transformer Hitoshi Kiya, Ryota Iijima, MaungMaung Aprilpyone, Yuma Kinoshita arXiv_CV arXiv_CV Transformer Pose Classification Image_Classification PDF
2022-07-12 Contrastive Deep Supervision Linfeng Zhang, Xin Chen, Junbo Zhang, Runpei Dong, Kaisheng Ma arXiv_AI arXiv_AI Knowledge Pose Contrastive_Learning Classification Deep_Learning Detection Object_Detection Image_Classification PDF
2022-07-12 Regression Metric Loss: Learning a Semantic Representation Space for Medical Images Hanqing Chao, Jiajin Zhang, Pingkun Yan arXiv_CV arXiv_CV Pose Classification Medical Image_Classification PDF
2022-07-11 Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation Zhun Zhong, Yuyang Zhao, Gim Hee Lee, Nicu Sebe arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial Pose Classification Image_Classification PDF
2022-07-11 PCCT: Progressive Class-Center Triplet Loss for Imbalanced Medical Image Classification Kanghao Chen, Weixian Lei, Rong Zhang, Shen Zhao, Wei-shi Zheng, Ruixuan Wang arXiv_CV arXiv_CV Pose Classification Medical Image_Classification PDF
2022-07-11 Adaptive Fine-Grained Predicates Learning for Scene Graph Generation Xinyu Lyu, Lianli Gao, Pengpeng Zeng, Heng Tao Shen, Jingkuan Song arXiv_AI arXiv_AI Image_Caption Pose Classification Relation Caption Image_Classification Prediction QA PDF
2022-07-10 Facilitated machine learning for image-based fruit quality assessment in developing countries Manuel Knott, Fernando Perez-Cruz, Thijs Defraeye arXiv_CV arXiv_CV Transformer Embedding OCR Pose Classification CNN Image_Classification PDF
2022-07-09 SiaTrans: Siamese Transformer Network for RGB-D Salient Object Detection with Depth Image Classification Xingzhao Jia, Dongye Changlei, Yanjun Peng arXiv_CV arXiv_CV Transformer Salient Pose Classification Detection Object_Detection Image_Classification Prediction PDF
2022-07-09 Rethinking Persistent Homology for Visual Recognition Ekaterina Khramtsova, Guido Zuccon, Xi Wang, Mahsa Baktashmotlagh arXiv_CV arXiv_CV Recognition Classification Image_Classification PDF
2022-07-08 Pixel-level Correspondence for Self-Supervised Learning from Video Yash Sharma, Yi Zhu, Chris Russell, Thomas Brox arXiv_CV arXiv_CV Tracking Represenation_Learning Self-Supervised Pose Contrastive_Learning Classification Image_Classification Optical_Flow Prediction PDF
2022-07-08 Guiding the retraining of convolutional neural networks against adversarial inputs Francisco Durán López, Silverio Martínez-Fernández, Michael Felderer, Xavier Franch arXiv_AI arXiv_AI Adversarial Classification Deep_Learning CNN Image_Classification PDF
2022-07-07 An Embedding-Dynamic Approach to Self-supervised Learning Suhong Moon, Domas Buracas, Seunghyun Park, Jinkyu Kim, John Canny arXiv_CV arXiv_CV Segmentation Embedding Transfer_Learning Optimization Regularization Knowledge Self-Supervised Classification Detection Object_Detection Image_Classification PDF
2022-07-07 Sociable and Ergonomic Human-Robot Collaboration through Action Recognition and Augmented Hierarchical Quadratic Programming Francesco Tassi, Francesco Iodice, Elena De Momi, Arash Ajoudani arXiv_RO arXiv_RO Recognition Pose Action_Recognition Action Classification Image_Classification PDF
2022-07-07 Improving Few-Shot Image Classification Using Machine- and User-Generated Natural Language Descriptions Kosuke Nishida, Kyosuke Nishida, Shuichi Nishioka arXiv_CV arXiv_CV Image_Caption Knowledge Pose Classification Few-Shot Image_Classification Prediction PDF
2022-07-06 Difference in Euclidean Norm Can Cause Semantic Divergence in Batch Normalization Zhennan Wang, Kehan Li, Runyi Yu, Yian Zhao, Pengchong Qiao, Guoli Song, Fan Xu, Jie Chen arXiv_AI arXiv_AI Scene_Classification Pose Classification Image_Classification PDF
2022-07-06 A Deep Model for Partial Multi-Label Image Classification with Curriculum Based Disambiguation Feng Sun, Ming-Kun Xie, Sheng-Jun Huang arXiv_CV arXiv_CV Regularization Knowledge Pose Classification Image_Classification PDF
2022-07-05 Generalization to translation shifts: a study in architectures and augmentations Suriya Gunasekar arXiv_CV arXiv_CV Transformer Classification CNN Image_Classification PDF
2022-07-05 ST-CoNAL: Consistency-Based Acquisition Criterion Using Temporal Self-Ensemble for Active Learning Jae Soon Baik, In Young Yoon, Jun Won Choi arXiv_CV arXiv_CV Gradient_Descent Optimization Pose Classification Deep_Learning Image_Classification PDF
2022-07-05 CNN-based Local Vision Transformer for COVID-19 Diagnosis Hongyan Xu, Xiu Su, Dadong Wang arXiv_CV arXiv_CV Transformer Pose Classification Deep_Learning Image_Classification PDF
2022-07-05 Understanding and Improving Group Normalization Agus Gunawan, Xu Yin, Kang Zhang arXiv_CV arXiv_CV Recognition Regularization Pose Classification Image_Classification PDF
2022-07-05 ReMix: A General and Efficient Framework for Multiple Instance Learning based Whole Slide Image Classification Jiawei Yang, Hanbo Chen, Yu Zhao, Fan Yang, Yao Zhang, Lei He, Jianhua Yao arXiv_CV arXiv_CV Weakly_Supervised Pose Classification Deep_Learning Image_Classification PDF
2022-07-05 Task-agnostic Defense against Adversarial Patch Attacks Ke Xu, Yao Xiao, Zhaoheng Zheng, Kaijie Cai, Ram Nevatia arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial Classification Detection Object_Detection Image_Classification Video_Classification PDF
2022-07-05 Vision-and-Language Pretraining Thong Nguyen, Cong-Duy Nguyen, Xiaobao Wu, Anh Tuan Luu arXiv_CL arXiv_CL Transfer_Learning Classification Deep_Learning Detection Object_Detection Image_Classification PDF
2022-07-04 Efficient Lung Cancer Image Classification and Segmentation Algorithm Based on Improved Swin Transformer Ruina Sun, Yuexin Pang arXiv_AI arXiv_AI Transformer Segmentation Pose Face Classification Detection Medical Image_Classification PDF
2022-07-04 Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation Models Xuhong Li, Haoyi Xiong, Yi Liu, Dingfu Zhou, Zeyu Chen, Yaqing Wang, Dejing Dou arXiv_CV arXiv_CV Segmentation Semantic_Segmentation OCR Pose Classification Image_Classification PDF
2022-07-04 DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Wenting Song, Huajun Chen arXiv_AI arXiv_AI Transformer Zero-Shot Knowledge Knowledge_Graph Self-Supervised Pose Contrastive_Learning Classification Image_Classification Language_Model Prediction PDF
2022-07-04 FlowNAS: Neural Architecture Search for Optical Flow Estimation Zhiwei Lin, Tingting Liang, Taihong Xiao, Yongtao Wang, Zhi Tang, Ming-Hsuan Yang arXiv_CV arXiv_CV NAS Pose Classification CNN Image_Classification Optical_Flow PDF
2022-07-04 Portuguese Man-of-War Image Classification with Convolutional Neural Networks Alessandra Carneiro, Lorena Nascimento, Mauricio Noernberg, Carmem Hara, Aurora Pozo arXiv_AI arXiv_AI Recognition Classification GAN CNN Image_Classification PDF
2022-07-03 Can Language Understand Depth? Renrui Zhang, Ziyao Zeng, Ziyu Guo arXiv_CV arXiv_CV Unsupervised 3D Zero-Shot Knowledge Pose Classification Image_Classification PDF
2022-07-03 NP-Match: When Neural Processes meet Semi-Supervised Learning Jianfeng Wang, Thomas Lukasiewicz, Daniela Massiceti, Xiaolin Hu, Vladimir Pavlovic, Alexandros Neophytou arXiv_CV arXiv_CV Classification Image_Classification Prediction PDF
2022-07-02 Between Progress and Potential Impact of AI: the Neglected Dimensions Fernando Martínez-Plumed, Shahar Avin, Miles Brundage, Allan Dafoe, Sean Ó hÉigeartaigh, José Hernández-Orallo arXiv_AI arXiv_AI Knowledge Face Classification Image_Classification PDF
2022-07-02 Learning Cross-Image Object Semantic Relation in Transformer for Few-Shot Fine-Grained Image Classification Bo Zhang, Jiakang Yuan, Baopu Li, Tao Chen, Jiayuan Fan, Botian Shi arXiv_CV arXiv_CV Transformer Enhancement Pose Action Classification Relation Few-Shot Image_Classification Matching PDF
2022-07-02 Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift Wenao Ma, Cheng Chen, Shuang Zheng, Jing Qin, Huimao Zhang, Qi Dou arXiv_CV arXiv_CV Pose Classification Medical Image_Classification Prediction PDF
2022-07-01 Unsupervised Cross-Domain Feature Extraction for Single Blood Cell Image Classification Raheleh Salehi, Ario Sadafi, Armin Gruber, Peter Lienemann, Nassir Navab, Shadi Albarqouni, Carsten Marr arXiv_CV arXiv_CV Unsupervised Pose Action Classification Image_Classification PDF
2022-07-01 BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean Label Shengshan Hu, Ziqi Zhou, Yechao Zhang, Leo Yu Zhang, Yifeng Zheng, Yuanyuan HE, Hai Jin arXiv_CV arXiv_CV Image_Retrieval Adversarial Pose Contrastive_Learning Classification GAN Image_Classification Recommendation PDF
2022-06-30 Learning Iterative Reasoning through Energy Minimization Yilun Du, Shuang Li, Joshua B. Tenenbaum, Igor Mordatch arXiv_AI arXiv_AI Recognition Optimization Classification Deep_Learning Image_Classification PDF
2022-06-30 Shifts 2.0: Extending The Dataset of Real Distributional Shifts Andrey Malinin, Andreas Athanasopoulos, Muhamed Barakovic, Meritxell Bach Cuadra, Mark J. F. Gales, Cristina Granziera, Mara Graziani, Nikolay Kartashev, Konstantinos Kyriakopoulos, Po-Jui Lu, Nataliia Molchanova, Antonis Nikitakis, Vatsal Raina, Francesco La Rosa, Eli Sivena, Vasileios Tsarsitalidis, Efi Tsompopoulou, Elena Volf arXiv_AI arXiv_AI Segmentation 3D Classification Image_Classification Autonomous Prediction PDF
2022-06-28 ZoDIAC: Zoneout Dropout Injection Attention Calculation Zanyar Zohourianshahzadi, Jugal Kalita arXiv_CV arXiv_CV Image_Caption Transformer Pose Face Action Classification Relation Attention Caption Image_Classification PDF
2022-06-28 Continual Learning with Transformers for Image Classification Beyza Ermis, Giovanni Zappella, Martin Wistuba, Aditya Rawal, Cedric Archambeau arXiv_CV arXiv_CV Transformer Text_Classification Classification Image_Classification Inference PDF
2022-06-28 Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa arXiv_CV arXiv_CV Transformer Sketch Pose Classification Image_Classification Prediction PDF
2022-06-28 Ownership Verification of DNN Architectures via Hardware Cache Side Channels Xiaoxuan Lou, Shangwei Guo, Jiwei Li, Tianwei Zhang arXiv_CV arXiv_CV NAS Pose Action Classification Image_Classification PDF
2022-06-28 FedRare: Federated Learning with Intra- and Inter-Client Contrast for Effective Rare Disease Classification Nannan Wu, Li Yu, Xin Yang, Kwang-Ting Cheng, Zengqiang Yan arXiv_CV arXiv_CV Pose Contrastive_Learning Classification Attention Medical Image_Classification PDF
2022-06-27 Improved Text Classification via Test-Time Augmentation Helen Lu, Divya Shanmugam, Harini Suresh, John Guttag arXiv_CL arXiv_CL Text_Classification Classification Image_Classification Language_Model Prediction PDF
2022-06-27 Explicitly incorporating spatial information to recurrent networks for agriculture Claus Smitt, Michael Halstead, Alireza Ahmadi, Chris McCool arXiv_CV arXiv_CV Segmentation Pose Classification CNN Image_Classification PDF
2022-06-27 Kernel Attention Transformer for Histopathology Whole Slide Image Classification Yushan Zheng, Jun Li, Jun Shi, Fengying Xie, Zhiguo Jiang arXiv_CV arXiv_CV Transformer Embedding Pose Classification Attention Image_Classification PDF
2022-06-27 Unsupervised Domain Adaptation Using Feature Disentanglement And GCNs For Medical Image Classification Dwarikanath Mahapatra arXiv_CV arXiv_CV Unsupervised Pose Classification Deep_Learning Medical Image_Classification PDF
2022-06-26 Multi-view Feature Augmentation with Adaptive Class Activation Mapping Xiang Gao, Yingjie Tian arXiv_CV arXiv_CV Pose Classification CNN Image_Classification PDF
2022-06-26 Knowledge Distillation with Representative Teacher Keys Based on Attention Mechanism for Image Classification Model Compression Jun-Teng Yang, Sheng-Che Kao, Scott C.-H. Huang arXiv_AI arXiv_AI Knowledge Pose Classification Attention Image_Classification PDF
2022-06-25 p-Meta: Towards On-device Deep Model Adaptation Zhongnan Qu, Zimu Zhou, Yongxin Tong, Lothar Thiele arXiv_CV arXiv_CV Reinforcement_Learning Pose Classification Deep_Learning Few-Shot Image_Classification PDF
2022-06-25 Inverted Semantic-Index for Image Retrieval Ying Wang arXiv_CV arXiv_CV Unsupervised Quantization Image_Retrieval Pose Action Classification Image_Classification PDF
2022-06-25 SLIC: Self-Supervised Learning with Iterative Clustering for Human Action Videos Salar Hosseini Khorasgani, Yuxuan Chen, Florian Shkurti arXiv_CV arXiv_CV Self-Supervised Pose Contrastive_Learning Action Classification Image_Classification Video_Retrieval PDF
2022-06-24 Multitask vocal burst modeling with ResNets and pre-trained paralinguistic Conformers Josh Belanich, Krishna Somandepalli, Brian Eoff, Brendan Jou arXiv_SD arXiv_SD Recognition Speech Emotion Classification Detection Relation Image_Classification Prediction PDF
2022-06-24 FLVoogd: Robust And Privacy Preserving Federated Learning Yuhang Tian, Rui Wang, Yanqi Qiao, Emmanouil Panaousis, Kaitai Liang arXiv_AI arXiv_AI Pose Classification Image_Classification PDF
2022-06-24 Self Supervised Learning for Few Shot Hyperspectral Image Classification Nassim Ait Ali Braham, Lichao Mou, Jocelyn Chanussot, Julien Mairal, Xiao Xiang Zhu arXiv_CV arXiv_CV Pose Classification Deep_Learning Image_Classification PDF
2022-06-23 Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space Jinghuan Shang, Srijan Das, Michael S. Ryoo arXiv_CV arXiv_CV Transformer Recognition 3D Pose Action_Recognition Action Classification CNN Image_Classification PDF
2022-06-23 Toward Clinically Assisted Colorectal Polyp Recognition via Structured Cross-modal Representation Consistency Weijie Ma, Ye Zhu, Ruimao Zhang, Jie Yang, Yiwen Hu, Zhen Li, Li Xiang arXiv_CV arXiv_CV Transformer Recognition Pose Classification Attention Image_Classification Prediction PDF
2022-06-23 Few-Shot Non-Parametric Learning with Deep Latent Variable Model Zhiying Jiang, Yiqin Dai, Ji Xin, Ming Li, Jimmy Lin arXiv_AI arXiv_AI Unsupervised Knowledge Pose Face Classification Relation Few-Shot Image_Classification PDF
2022-06-23 A Model-Agnostic SAT-based Approach for Symbolic Explanation Enumeration Ryma Boumazouza (CRIL), Fahima Cheikh-Alili (CRIL), Bertrand Mazure (CRIL), Karim Tabia (CRIL) arXiv_AI arXiv_AI Pose Classification Relation Image_Classification Prediction PDF
2022-06-23 A novel adversarial learning strategy for medical image classification Zong Fan, Xiaohui Zhang, Jacob A. Gasienica, Jennifer Potts, Su Ruan, Wade Thorstad, Hiram Gay, Xiaowei Wang, Hua Li arXiv_CV arXiv_CV Optimization Adversarial Pose Classification Deep_Learning GAN Medical CNN Image_Classification PDF
2022-06-22 ROSE: A RObust and SEcure DNN Watermarking Kassem Kallas, Teddy Furon arXiv_AI arXiv_AI Pose Classification Image_Classification PDF
2022-06-22 How to Combine Variational Bayesian Networks in Federated Learning Atahan Ozer, Kadir Burak Buldu, Abdullah Akgül, Gozde Unal arXiv_AI arXiv_AI Classification Image_Classification Prediction PDF
2022-06-22 Feature Re-calibration based MIL for Whole Slide Image Classification Philip Chikontwe, Soo Jeong Nam, Heounjeong Go, Meejeong Kim, Hyun Jung Sung, Sang Hyun Park arXiv_CV arXiv_CV Transformer Weakly_Supervised Pose Classification Attention Image_Classification PDF
2022-06-22 Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized Activations Lin Zhao, Haixing Dai, Zihao Wu, Zhenxiang Xiao, Lu Zhang, David Weizhong Liu, Xintao Hu, Xi Jiang, Sheng Li, Dajiang Zhu, Tianming Liu arXiv_CV arXiv_CV Represenation_Learning Pose Classification Relation CNN Image_Classification PDF
2022-06-22 Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming Chuan Wen, Jianing Qian, Jierui Lin, Jiaye Teng, Dinesh Jayaraman, Yang Gao arXiv_CV arXiv_CV Optimization Salient Knowledge Classification Deep_Learning Image_Classification Autonomous PDF
2022-06-21 Vicinity Vision Transformer Weixuan Sun, Zhen Qin, Hui Deng, Jianyuan Wang, Yi Zhang, Kaihao Zhang, Nick Barnes, Stan Birchfield, Lingpeng Kong, Yiran Zhong arXiv_CV arXiv_CV Transformer Pose Classification Attention Image_Classification PDF
2022-06-20 When Does Re-initialization Work? Sheheryar Zaidi, Tudor Berariu, Hyunjik Kim, Jörg Bornschein, Claudia Clopath, Yee Whye Teh, Razvan Pascanu arXiv_CV arXiv_CV Regularization Classification Deep_Learning Image_Classification PDF
2022-06-20 Global Context Vision Transformers Ali Hatamizadeh, Hongxu Yin, Jan Kautz, Pavlo Molchanov arXiv_AI arXiv_AI Transformer Segmentation Semantic_Segmentation Pose Action Classification Detection Object_Detection Attention Image_Classification PDF
2022-06-20 Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification Massimiliano Patacchiola, John Bronskill, Aliaksandra Shysheya, Katja Hofmann, Sebastian Nowozin, Richard E. Turner arXiv_CV arXiv_CV Knowledge Classification Few-Shot Image_Classification PDF
2022-06-20 Visualizing and Understanding Self-Supervised Vision Learning Fawaz Sammani, Boris Joukovsky, Nikos Deligiannis arXiv_CV arXiv_CV Self-Supervised Action Classification Deep_Learning Image_Classification PDF
2022-06-20 Remote Sensing Image Classification using Transfer Learning and Attention Based Deep Neural Network Lam Pham, Khoa Tran, Dat Ngo, Jasmin Lampert, Alexander Schindler arXiv_CV arXiv_CV Transfer_Learning Scene_Classification Pose Classification Deep_Learning Detection Object_Detection Attention Image_Classification PDF
2022-06-20 Deep reinforced active learning for multi-class image classification Emma Slade, Kim M. Branson arXiv_CV arXiv_CV Reinforcement_Learning Classification Medical CNN Image_Classification Prediction PDF
2022-06-20 Revisiting lp-constrained Softmax Loss: A Comprehensive Study Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis arXiv_CV arXiv_CV Classification Deep_Learning Image_Classification PDF
2022-06-19 Terrain Classification using Transfer Learning on Hyperspectral Images: A Comparative study Uphar Singh, Kumar Saurabh, Neelaksh Trehan, Ranjana Vyas, O.P. Vyas arXiv_AI arXiv_AI Transfer_Learning Pose Classification Deep_Learning CNN Image_Classification PDF
2022-06-19 EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm Jiangning Zhang, Xiangtai Li, Yabiao Wang, Chengjie Wang, Yibo Yang, Yong Liu, Dacheng Tao arXiv_CV arXiv_CV Transformer Pose Action Quantitative Classification Detection Image_Classification PDF
2022-06-18 Weight Rescaling: Effective and Robust Regularization for Deep Neural Networks with Batch Normalization Ziquan Liu, Yufei Cui, Jia Wan, Yu Mao, Antoni B. Chan arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose Classification Detection Object_Detection Image_Classification PDF
2022-06-18 Design of Supervision-Scalable Learning Systems: Methodology and Performance Benchmarking Yijing Yang, Hongyu Fu, C.-C. Jay Kuo arXiv_CV arXiv_CV Represenation_Learning Pose Classification Image_Classification PDF
2022-06-18 Transform-Invariant Convolutional Neural Networks for Image Classification and Search David Yevick arXiv_CV arXiv_CV Classification CNN Image_Classification PDF
2022-06-17 DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification Linhao Qu, Xiaoyuan Luo, Shaolei Liu, Manning Wang, Zhijian Song arXiv_CV arXiv_CV Pose Classification Image_Classification PDF
2022-06-17 A Comparative Study of Confidence Calibration in Deep Learning: From Computer Vision to Medical Imaging Riqiang Gao, Thomas Li, Yucheng Tang, Zhoubing Xu, Michael Kammer, Sanja L. Antic, Kim Sandler, Fabien Moldonado, Thomas A. Lasko, Bennett Landman arXiv_CV arXiv_CV Pose Classification Deep_Learning Medical Image_Classification Prediction PDF
2022-06-17 The Importance of Background Information for Out of Distribution Generalization Jupinder Parmar, Khaled Saab, Brian Pogatchnik, Daniel Rubin, Christopher Ré arXiv_CV arXiv_CV Segmentation Classification Medical Image_Classification PDF
2022-06-17 FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification Aliaksandra Shysheya, John Bronskill, Massimiliano Patacchiola, Sebastian Nowozin, Richard E Turner arXiv_CV arXiv_CV Transfer_Learning Classification Deep_Learning Few-Shot Image_Classification PDF
2022-06-17 Minimum Noticeable Difference based Adversarial Privacy Preserving Image Generation Wen Sun, Jian Jin, Weisi Lin arXiv_CV arXiv_CV Recognition Knowledge Adversarial Pose Face Classification Deep_Learning Face_Recognition Image_Classification Prediction PDF
2022-06-17 Active Data Discovery: Mining Unknown Data using Submodular Information Measures Suraj Kothawade, Shivang Chopra, Saikat Ghosh, Rishabh Iyer arXiv_CV arXiv_CV Classification Detection Object_Detection Image_Classification PDF
2022-06-17 Neural Architecture Adaptation for Object Detection by Searching Channel Dimensions and Mapping Pre-trained Parameters Harim Jung, Myeong-Seok Oh, Cheoljong Yang, Seong-Whan Lee arXiv_CV arXiv_CV NAS Pose Classification Detection Object_Detection Image_Classification PDF
2022-06-16 Boosting the Adversarial Transferability of Surrogate Model with Dark Knowledge Dingcheng Yang, Zihao Xiao, Wenjian Yu arXiv_CV arXiv_CV Knowledge Adversarial Pose Face Classification Image_Classification PDF
2022-06-16 Simple and Efficient Architectures for Semantic Segmentation Dushyant Mehta, Andrii Skliar, Haitam Ben Yahia, Shubhankar Borse, Fatih Porikli, Amirhossein Habibian, Tijmen Blankevoort arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Salient Classification Image_Classification PDF
2022-06-16 Open-Set Recognition with Gradient-Based Representations Jinsol Lee, Ghassan AlRegib arXiv_CV arXiv_CV Recognition Pose Classification Detection Object_Detection Image_Classification Inference PDF
2022-06-16 Channel Importance Matters in Few-Shot Image Classification Xu Luo, Jing Xu, Zenglin Xu arXiv_CV arXiv_CV Image_Caption Pose Classification Few-Shot Attention CNN Image_Classification PDF
2022-06-16 Analysis and Extensions of Adversarial Training for Video Classification Kaleab A. Kinfu, René Vidal arXiv_AI arXiv_AI Adversarial Pose Classification Denoising Image_Classification Video_Classification PDF
2022-06-15 Masked Siamese ConvNets Li Jing, Jiachen Zhu, Yann LeCun arXiv_AI arXiv_AI Transformer Embedding Represenation_Learning Knowledge Self-Supervised Pose Classification Detection Object_Detection Image_Classification PDF
2022-06-15 SP-ViT: Learning 2D Spatial Priors for Vision Transformers Yuxuan Zhou, Wangmeng Xiang, Chao Li, Biao Wang, Xihan Wei, Lei Zhang, Margret Keuper, Xiansheng Hua arXiv_CV arXiv_CV Transformer Pose Classification Relation Attention CNN Image_Classification PDF
2022-06-15 Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification Adrian El Baz, André Carvalho, Hong Chen, Fabio Ferreira, Henry Gouk, Shell Hu, Frank Hutter, Zhengying Liu, Felix Mohr, Jan van Rijn, Xin Wang, Isabelle Guyon (TAU, LISN) arXiv_AI arXiv_AI Transfer_Learning Knowledge Classification Few-Shot GAN Image_Classification PDF
2022-06-15 Self-Supervised Implicit Attention: Guided Attention by The Model Itself Jinyi Wu, Xun Gong, Zhemin Zhang arXiv_CV arXiv_CV Self-Supervised Pose Classification Attention CNN Image_Classification Inference PDF
2022-06-15 Efficient Adaptive Ensembling for Image Classification Antonio Bruno, Davide Moroni, Massimo Martinelli arXiv_CV arXiv_CV Pose Classification Image_Classification PDF
2022-06-15 Recent Advances in Scene Image Representation and Classification Chiranjibi Sitaula, Tej Bahadur Shahi, Faezeh Marzbanrad arXiv_CV arXiv_CV Image_Caption Review Pose Survey Quantitative Classification Deep_Learning Image_Classification PDF
2022-06-14 Self-Supervised Pretraining for Differentially Private Learning Arash Asadian, Evan Weidner, Lei Jiang arXiv_CV arXiv_CV Self-Supervised Classification Deep_Learning Image_Classification PDF
2022-06-14 Evaluating histopathology transfer learning with ChampKit Jakub R. Kaczmarzyk, Tahsin M. Kurc, Shahira Abousamra, Rajarsi Gupta, Joel H. Saltz, Peter K. Koo arXiv_CV arXiv_CV Transfer_Learning Pose Classification Deep_Learning Detection Image_Classification Prediction PDF
2022-06-14 Peripheral Vision Transformer Juhong Min, Yucheng Zhao, Chong Luo, Minsu Cho arXiv_CV arXiv_CV Transformer Recognition Pose Classification Contour Attention Image_Classification PDF
2022-06-14 A Survey of Automated Data Augmentation Algorithms for Deep Learning-based Image Classication Tasks Zihan Yang, Richard O. Sinnott, James Bailey, Qiuhong Ke arXiv_CV arXiv_CV Knowledge Survey Classification Deep_Learning Image_Classification PDF
2022-06-13 Learning Task-Independent Game State Representations from Unlabeled Images Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis arXiv_CV arXiv_CV 3D Self-Supervised Pose Classification Relation Image_Classification PDF
2022-06-13 2nd Place Solution for ICCV 2021 VIPriors Image Classification Challenge: An Attract-and-Repulse Learning Approach Yilu Guo, Shicai Yang, Weijie Chen, Liang Ma, Di Xie, Shiliang Pu arXiv_CV arXiv_CV Regularization Pose Classification CNN Image_Classification Inference PDF
2022-06-13 Better Teacher Better Student: Dynamic Prior Knowledge for Knowledge Distillation Zengyu Qiu, Xinzhu Ma, Kunlin Yang, Chunya Liu, Jun Hou, Shuai Yi, Wanli Ouyang arXiv_CV arXiv_CV Knowledge Pose Classification Detection Object_Detection Image_Classification PDF
2022-06-13 Efficient Human-in-the-loop System for Guiding DNNs Attention Yi He, Xi Yang, Chia-Ming Chang, Haoran Xie, Takeo Igarashi arXiv_CV arXiv_CV Segmentation Pose Classification Deep_Learning Attention Image_Classification PDF
2022-06-10 Learning the Space of Deep Models Gianluca Berardi, Luca De Luigi, Samuele Salti, Luigi Di Stefano arXiv_CV arXiv_CV Embedding 3D Optimization Represenation_Learning Classification Deep_Learning Image_Classification PDF
2022-06-10 Saccade Mechanisms for Image Classification, Object Detection and Tracking Saurabh Farkya, Zachary Daniels, Aswin Nadamuni Raghavan, David Zhang, Michael Piacentino arXiv_CV arXiv_CV Transformer Tracking Object_Tracking Pose Classification Detection Object_Detection Attention CNN Image_Classification PDF
2022-06-10 Masked Autoencoders are Robust Data Augmentors Haohang Xu, Shuangrui Ding, Xiaopeng Zhang, Hongkai Xiong, Qi Tian arXiv_CV arXiv_CV Recognition Regularization Self-Supervised Pose Classification Few-Shot Image_Classification PDF
2022-06-09 OOD Augmentation May Be at Odds with Open-Set Recognition Mohammad Azizmalayeri, Mohammad Hossein Rohban arXiv_CV arXiv_CV Transformer Recognition Pose Classification Image_Classification PDF
2022-06-08 An Improved One millisecond Mobile Backbone Pavan Kumar Anasosalu Vasu, James Gabriel, Jeff Zhu, Oncel Tuzel, Anurag Ranjan arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Optimization Classification Detection Object_Detection Image_Classification Inference PDF
2022-06-08 Gradient Obfuscation Gives a False Sense of Security in Federated Learning Kai Yue, Richeng Jin, Chau-Wai Wong, Dror Baron, Huaiyu Dai arXiv_AI arXiv_AI Reconstruction Quantization Enhancement Pose Classification Image_Classification PDF
2022-06-08 Disentangled Ontology Embedding for Zero-shot Learning Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen arXiv_AI arXiv_AI Embedding Zero-Shot Knowledge Knowledge_Graph Pose Ontology Classification Relation Image_Classification PDF
2022-06-08 DebiasBench: Benchmark for Fair Comparison of Debiasing in Image Classification Jungsoo Lee, Juyoung Lee, Sanghun Jung, Jaegul Choo arXiv_CV arXiv_CV Pose Classification Relation Image_Classification Prediction PDF
2022-06-08 Solving the Spike Feature Information Vanishing Problem in Spiking Deep Q Network with Potential Based Normalization Yinqian Sun, Yi Zeng, Yang Li arXiv_AI arXiv_AI Recognition Reinforcement_Learning Pose Classification Detection Image_Classification PDF
2022-06-07 IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach Haoyuan Chen, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek arXiv_CV arXiv_CV Weakly_Supervised Pose Action Classification Deep_Learning Attention Activity CNN Image_Classification PDF
2022-06-07 Localizing Semantic Patches for Accelerating Image Classification Chuanguang Yang, Zhulin An, Yongjun Xu arXiv_CV arXiv_CV Pose Classification CNN Image_Classification Inference PDF
2022-06-07 Masked Unsupervised Self-training for Zero-shot Image Classification Junnan Li, Silvio Savarese, Steven C.H. Hoi arXiv_AI arXiv_AI Unsupervised Zero-Shot Represenation_Learning Regularization Self-Supervised Pose Classification Image_Classification PDF
2022-06-06 Robust Fine-Tuning of Deep Neural Networks with Hessian-based Generalization Guarantees Haotian Ju, Dongyue Li, Hongyang R. Zhang arXiv_CV arXiv_CV Transfer_Learning Regularization Classification Image_Classification PDF
2022-06-06 Is More Data All You Need? A Causal Exploration Athanasios Vlontzos, Hadrien Reynaud, Bernhard Kainz arXiv_AI arXiv_AI Optimization Action Classification Medical Image_Classification PDF
2022-06-06 JigsawHSI: a network for Hyperspectral Image classification Jaime Moraga, H. Sebnem Duzgun arXiv_CV arXiv_CV 3D Classification CNN Image_Classification PDF
2022-06-04 Rethinking the Openness of CLIP Shuhuai Ren, Lei Li, Xuancheng Ren, Guangxiang Zhao, Xu Sun arXiv_CV arXiv_CV Pose Classification Image_Classification Inference Matching PDF
2022-06-03 Effects of Auxiliary Knowledge on Continual Learning Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Lorenzo Bonicelli, Matteo Boschini, Simone Calderara, Concetto Spampinato arXiv_AI arXiv_AI Knowledge Pose Action Classification Image_Classification PDF
2022-06-03 Distributional loss for convolutional neural network regression and application to GNSS multi-path estimation Thomas Gonzalez, Antoine Blais, Nicolas Couëllan, Christian Ruiz arXiv_CV arXiv_CV Enhancement Pose Classification CNN Image_Classification Recommendation PDF
2022-06-03 Learning rich optical embeddings for privacy-preserving lensless image classification Eric Bezzam, Martin Vetterli, Matthieu Simeoni arXiv_CV arXiv_CV Embedding Optimization Knowledge Pose Classification Image_Classification PDF
2022-06-03 Supernet Training for Federated Image Classification under System Heterogeneity Taehyeon Kim, Se-Young Yun arXiv_CV arXiv_CV Pose Classification Image_Classification PDF
2022-06-02 VL-BEiT: Generative Vision-Language Pretraining Hangbo Bao, Wenhui Wang, Li Dong, Furu Wei arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Classification VQA Image_Classification Language_Model Prediction PDF
2022-06-02 CVM-Cervix: A Hybrid Cervical Pap-Smear Image Classification Framework Using CNN, Visual Transformer and Multilayer Perceptron Wanli Liu, Chen Li, Ning Xu, Tao Jiang, Md Mamunur Rahaman, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek arXiv_CV arXiv_CV Transformer Pose Action Classification Deep_Learning CNN Image_Classification PDF
2022-06-02 Leveraging Systematic Knowledge of 2D Transformations Jiachen Kang, Wenjing Jia, Xiangjian He arXiv_CV arXiv_CV Knowledge Classification Deep_Learning Image_Classification PDF
2022-06-01 Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction Jun Chen, Ming Hu, Boyang Li, Mohamed Elhoseiny arXiv_CV arXiv_CV Transformer Reconstruction Segmentation Semantic_Segmentation Self-Supervised Pose Classification Detection Object_Detection Image_Classification PDF
2022-06-01 Analysis of Catastrophic Forgetting for Random Orthogonal Transformation Tasks in the Overparameterized Regime Daniel Goldfarb, Paul Hand arXiv_AI arXiv_AI Gradient_Descent Regularization Classification Image_Classification PDF
2022-06-01 CLIP4IDC: CLIP for Image Difference Captioning Zixin Guo, Tzu-Jui Julius Wang, Jorma Laaksonen arXiv_CV arXiv_CV Transformer Pose Classification Caption Image_Classification PDF
2022-06-01 Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection Omid Ghorbanzadeh, Yonghao Xu, Pedram Ghamis, Michael Kopp, David Kreil arXiv_CV arXiv_CV Segmentation Classification Deep_Learning Detection Image_Classification PDF
2022-05-31 Deep learning pipeline for image classification on mobile phones Muhammad Muneeb, Samuel F. Feng, Andreas Henschel arXiv_CV arXiv_CV Pose Classification Deep_Learning Medical Image_Classification PDF
2022-05-31 FHIST: A Benchmark for Few-shot Classification of Histological Images Fereshteh Shakeri, Malik Boudiaf, Sina Mohammadi, Ivaxi Sheth, Mohammad Havaei, Ismail Ben Ayed, Samira Ebrahimi Kahou arXiv_CV arXiv_CV Sparse Regularization Classification Few-Shot Medical Image_Classification PDF
2022-05-31 What Knowledge Gets Distilled in Knowledge Distillation? Utkarsh Ojha, Yuheng Li, Yong Jae Lee arXiv_CV arXiv_CV Knowledge Adversarial Classification Image_Classification PDF
2022-05-31 Contrastive Centroid Supervision Alleviates Domain Shift in Medical Image Classification Wenshuo Zhou, Dalu Yang, Binghong Wu, Yehui Yang, Junde Wu, Xiaorong Wang, Lei Wang, Haifeng Huang, Yanwu Xu arXiv_CV arXiv_CV Unsupervised Pose Classification Deep_Learning Medical Image_Classification PDF
2022-05-31 An Effective Fusion Method to Enhance the Robustness of CNN Yating Ma, Zhichao Lian arXiv_CV arXiv_CV Pose Classification Denoising Attention CNN Image_Classification PDF
2022-05-30 Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance? Christoph Koller, Göran Kauermann, Xiao Xiang Zhu arXiv_CV arXiv_CV Classification Deep_Learning Image_Classification Prediction PDF
2022-05-30 Pooling Revisited: Your Receptive Field is Suboptimal Dong-Hwan Jang, Sanghyeok Chu, Joonhyuk Kim, Bohyung Han arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Image_Classification PDF
2022-05-30 Task-Prior Conditional Variational Auto-Encoder for Few-Shot Image Classification Zaiyun Yang arXiv_CV arXiv_CV Regularization Pose Classification Few-Shot Image_Classification PDF
2022-05-30 Exploring the Open World Using Incremental Extreme Value Machines Tobias Koch, Felix Liebezeit, Christian Riess, Vincent Christlein, Thomas Köhler arXiv_CV arXiv_CV Recognition Knowledge Pose Face Classification Face_Recognition Image_Classification PDF
2022-05-29 Mixture GAN For Modulation Classification Resiliency Against Adversarial Attacks Eyad Shtaiwi, Ahmed El Ouadrhiri, Majid Moradikia, Salma Sultana, Ahmed Abdelhadi, Zhu Han arXiv_AI arXiv_AI Adversarial Pose Classification GAN Image_Classification PDF
2022-05-29 A General Multiple Data Augmentation Based Framework for Training Deep Neural Networks Binyan Hu, Yu Sun, A. K. Qin arXiv_CV arXiv_CV Knowledge Pose Classification Attention Image_Classification Inference PDF
2022-05-29 BiasEnsemble: Revisiting the Importance of Amplifying Bias for Debiasing Jungsoo Lee, Jeonghoon Park, Daeyoung Kim, Juyoung Lee, Edward Choi, Jaegul Choo arXiv_CV arXiv_CV Pose Classification Relation Image_Classification PDF
2022-05-28 Contributor-Aware Defenses Against Adversarial Backdoor Attacks Glenn Dawson, Muhammad Umer, Robi Polikar arXiv_AI arXiv_AI Knowledge Adversarial Pose Classification Detection Relation Attention Image_Classification Inference PDF
2022-05-28 BadDet: Backdoor Attacks on Object Detection Shih-Han Chan, Yinpeng Dong, Jun Zhu, Xiaolu Zhang, Jun Zhou arXiv_AI arXiv_AI Surveillance Adversarial Pose Classification Deep_Learning Detection Object_Detection Image_Classification Autonomous Prediction PDF
2022-05-28 MDMLP: Image Classification from Scratch on Small Datasets with MLP Tian Lv, Chongyang Bai, Chaojie Wang arXiv_AI arXiv_AI Transformer Classification Attention Image_Classification PDF
2022-05-28 Data Generation for Satellite Image Classification Using Self-Supervised Representation Learning Sarun Gulyanon, Wasit Limprasert, Pokpong Songmuang, Rachada Kongkachandra arXiv_CV arXiv_CV Represenation_Learning Knowledge Self-Supervised Pose Classification Image_Classification PDF
2022-05-28 WaveMix-Lite: A Resource-efficient Neural Network for Image Analysis Pranav Jeevan, Kavitha Viswanathan, Amit Sethi arXiv_AI arXiv_AI Transformer Segmentation Semantic_Segmentation Classification CNN Image_Classification PDF
2022-05-28 Object-wise Masked Autoencoders for Fast Pre-training Jiantao Wu, Shentong Mo arXiv_CV arXiv_CV Transformer Reconstruction Self-Supervised Classification Relation Attention Image_Classification PDF
2022-05-27 Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation Yixuan Wei, Han Hu, Zhenda Xie, Zheng Zhang, Yue Cao, Jianmin Bao, Dong Chen, Baining Guo arXiv_CV arXiv_CV Optimization Self-Supervised Contrastive_Learning Classification Attention Image_Classification PDF
2022-05-27 GIT: A Generative Image-to-text Transformer for Vision and Language Jianfeng Wang, Zhengyuan Yang, Xiaowei Hu, Linjie Li, Kevin Lin, Zhe Gan, Zicheng Liu, Ce Liu, Lijuan Wang arXiv_CV arXiv_CV Image_Caption Transformer Recognition Video_Caption OCR Optical_Character Scene_Text Classification Detection Object_Detection Caption Image_Classification Language_Model PDF
2022-05-27 Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed Melanie Bernhardt, Fabio De Sousa Ribeiro, Ben Glocker arXiv_AI arXiv_AI Pose Classification Detection Medical Image_Classification PDF
2022-05-27 X-ViT: High Performance Linear Vision Transformer without Softmax Jeonggeun Song, Heung-Chang Lee arXiv_CV arXiv_CV Transformer Pose Classification Attention Image_Classification Prediction PDF
2022-05-27 DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images Hongzheng Yang, Cheng Chen, Meirui Jiang, Quande Liu, Jianfeng Cao, Pheng Ann Heng, Qi Dou arXiv_CV arXiv_CV Segmentation 3D Pose Classification Medical Image_Classification PDF
2022-05-26 CA-UDA: Class-Aware Unsupervised Domain Adaptation with Optimal Assignment and Pseudo-Label Refinement Can Zhang, Gim Hee Lee arXiv_CV arXiv_CV Unsupervised Pose Classification Image_Classification PDF
2022-05-26 TransBoost: Improving the Best ImageNet Performance using Deep Transduction Omer Belhasin, Guy Bar-Shalom, Ran El-Yaniv arXiv_AI arXiv_AI Pose Classification Image_Classification PDF
2022-05-26 Fast Vision Transformers with HiLo Attention Zizheng Pan, Jianfei Cai, Bohan Zhuang arXiv_AI arXiv_AI Transformer Segmentation Pose Classification Detection Relation Attention Image_Classification PDF
2022-05-26 Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels Tao Pu, Tianshui Chen, Hefeng Wu, Yongyi Lu, Liang Lin arXiv_CV arXiv_CV Recognition Pose Classification Image_Classification PDF
2022-05-25 Inception Transformer Chenyang Si, Weihao Yu, Pan Zhou, Yichen Zhou, Xinchao Wang, Shuicheng Yan arXiv_AI arXiv_AI Transformer Segmentation Pose Classification Detection Attention Image_Classification PDF
2022-05-25 A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer Weiming Hu, Haoyuan Chen, Wanli Liu, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek, Chen Li arXiv_CV arXiv_CV Transformer Classification Deep_Learning Detection CNN Image_Classification PDF
2022-05-25 An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale Multitask Learning Systems Andrea Gesmundo, Jeff Dean arXiv_AI arXiv_AI Sparse Knowledge Pose Classification Image_Classification PDF
2022-05-25 A CNN with Noise Inclined Module and Denoise Framework for Hyperspectral Image Classification Zhiqiang Gong, Ping Zhong, Jiahao Qi, Panhe Hu arXiv_CV arXiv_CV Pose Classification Deep_Learning Image_Classification PDF
2022-05-25 Region-aware Knowledge Distillation for Efficient Image-to-Image Translation Linfeng Zhang, Xin Chen, Runpei Dong, Kaisheng Ma arXiv_CV arXiv_CV Knowledge Adversarial Pose Contrastive_Learning Classification Attention GAN Image_Classification PDF
2022-05-24 Privacy-Preserving Image Classification Using Vision Transformer Zheng Qi, AprilPyone MaungMaung, Yuma Kinoshita, Hitoshi Kiya arXiv_CV arXiv_CV Transformer Embedding Pose Classification Image_Classification PDF
2022-05-24 An interpretation of the final fully connected layer Siddhartha arXiv_CV arXiv_CV Pose Classification Image_Classification PDF
2022-05-24 DPSNN: A Differentially Private Spiking Neural Network Jihang Wang, Dongcheng Zhao, Guobin Shen, Qian Zhang, Yi Zeng arXiv_AI arXiv_AI Recognition Speech Pose Face Classification Detection Object_Detection Face_Recognition Speech_Recognition Image_Classification PDF
2022-05-24 Deep Learning-based automated classification of Chinese Speech Sound Disorders Yao-Ming Kuo, Shanq-Jang Ruan, Yu-Chin Chen, Ya-Wen Tu arXiv_AI arXiv_AI Speech Classification Deep_Learning Image_Classification PDF
2022-05-24 Deep Geometric Moment Rajhans Singh (1), Ankita Shukla (1), Pavan Turaga (1) ((1) Arizona State University) arXiv_CV arXiv_CV Pose Classification Image_Classification PDF
2022-05-23 Deep Image Retrieval is not Robust to Label Noise Stanislav Dereka, Ivan Karpukhin, Sergey Kolesnikov arXiv_CV arXiv_CV Image_Retrieval Classification Deep_Learning Image_Classification PDF
2022-05-23 Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation Jiazhi Xu, Sheng Huang, Fengtao Zhou, Luwen Huangfu, Daniel Zeng, Bo Liu arXiv_AI arXiv_AI Knowledge Pose Classification Relation Image_Classification PDF
2022-05-22 muNet: Evolving Pretrained Deep Neural Networks into Scalable Auto-tuning Multitask Systems Andrea Gesmundo, Jeff Dean arXiv_AI arXiv_AI Knowledge Pose Classification Image_Classification PDF
2022-05-22 Learning Muti-expert Distribution Calibration for Long-tailed Video Classification Yufan Hu, Junyu Gao, Changsheng Xu arXiv_CV arXiv_CV Knowledge Pose Classification Image_Classification Video_Classification PDF
2022-05-22 Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang, Mingli Song, Jenq-Neng Hwang arXiv_CV arXiv_CV Segmentation Embedding Tracking Object_Tracking Survey Classification Detection Relation Object_Detection Re-identification Image_Classification PDF
2022-05-21 Facing the Void: Overcoming Missing Data in Multi-View Imagery Gabriel Machado, Keiller Nogueira, Matheus Barros Pereira, Jefersson Alex dos Santos arXiv_CV arXiv_CV Pose Classification Deep_Learning Image_Classification PDF
2022-05-21 Knowledge Distillation from A Stronger Teacher Tao Huang, Shan You, Fei Wang, Chen Qian, Chang Xu arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Knowledge Pose Classification Detection Relation Object_Detection Image_Classification Prediction PDF
2022-05-20 Robust Sensible Adversarial Learning of Deep Neural Networks for Image Classification Jungeum Kim, Xiao Wang arXiv_CV arXiv_CV Recognition Adversarial Pose Classification Image_Classification PDF
2022-05-20 Set-based Meta-Interpolation for Few-Task Meta-Learning Seanie Lee, Bruno Andreis, Kenji Kawaguchi, Juho Lee, Sung Ju Hwang arXiv_AI arXiv_AI Recognition Text_Classification Optimization Knowledge Speech Pose Classification Speech_Recognition Image_Classification Prediction PDF
2022-05-20 Deep transfer learning for image classification: a survey Jo Plested, Tom Gedeon arXiv_AI arXiv_AI Transformer Transfer_Learning Knowledge Review Survey Classification Relation CNN Image_Classification PDF
2022-05-19 Incremental Learning with Differentiable Architecture and Forgetting Search James Seale Smith, Zachary Seymour, Han-Pang Chiu arXiv_AI arXiv_AI NAS Pose Classification Image_Classification PDF
2022-05-19 Semi-Supervised Learning for Image Classification using Compact Networks in the BioMedical Context Adrián Inés, Andrés Díaz-Pinto, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual arXiv_AI arXiv_AI Face Classification Deep_Learning Medical CNN Image_Classification PDF
2022-05-19 A graph-transformer for whole slide image classification Yi Zheng, Rushin H. Gindra, Emily J. Green, Eric J. Burks, Margrit Betke, Jennifer E. Beane, Vijaya B. Kolachalama arXiv_CV arXiv_CV Transformer Salient Contrastive_Learning Classification Deep_Learning Image_Classification PDF
2022-05-19 Masked Image Modeling with Denoising Contrast Kun Yi, Yixiao Ge, Xiaotong Li, Shusheng Yang, Dian Li, Jianping Wu, Ying Shan, Xiaohu Qie arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Represenation_Learning Self-Supervised Contrastive_Learning Classification Detection Object_Detection Denoising Image_Classification Prediction PDF
2022-05-19 EXACT: How to Train Your Accuracy Ivan Karpukhin, Stanislav Dereka, Sergey Kolesnikov arXiv_CV arXiv_CV Optimization Pose Classification Image_Classification PDF
2022-05-19 TRT-ViT: TensorRT-oriented Vision Transformer Xin Xia, Jiashi Li, Jie Wu, Xing Wang, Mingkai Wang, Xuefeng Xiao, Min Zheng, Rui Wang arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Classification Detection Object_Detection Image_Classification Inference PDF
2022-05-19 Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification Mohammad Joshaghani, Amirabbas Davari, Faezeh Nejati Hatamian, Andreas Maier, Christian Riess arXiv_CV arXiv_CV Knowledge Classification Relation CNN Image_Classification Prediction PDF
2022-05-18 Large Neural Networks Learning from Scratch with Very Few Data and without Regularization Christoph Linse, Thomas Martinetz arXiv_AI arXiv_AI Regularization Classification CNN Image_Classification PDF
2022-05-17 Application of Graph Based Features in Computer Aided Diagnosis for Histopathological Image Classification of Gastric Cancer Haiqing Zhang, Chen Li, Shiliang Ai, Haoyuan Chen, Yuchao Zheng, Yixin Li, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek arXiv_CV arXiv_CV Segmentation Action Classification Detection Image_Classification PDF
2022-05-17 A psychological theory of explainability Scott Cheng-Hsin Yang, Tomas Folke, Patrick Shafto arXiv_AI arXiv_AI Salient Pose Quantitative Classification Image_Classification Inference Prediction PDF
2022-05-17 Monotonicity Regularization: Improved Penalties and Novel Applications to Disentangled Representation Learning and Robust Classification Joao Monteiro, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Greg Mori arXiv_AI arXiv_AI Represenation_Learning Regularization Pose Classification Image_Classification Prediction PDF
2022-05-17 Uncertainty-based Network for Few-shot Image Classification Minglei Yuan, Qian Xu, Chunhao Cai, Yin-Dong Zheng, Tao Wang, Tong Lu arXiv_CV arXiv_CV Optimization Pose Classification Few-Shot Image_Classification Inference PDF
2022-05-16 An Empirical Investigation of Representation Learning for Imitation Xin Chen, Sam Toyer, Cody Wild, Scott Emmons, Ian Fischer, Kuang-Huei Lee, Neel Alex, Steven H Wang, Ping Luo, Stuart Russell, Pieter Abbeel, Rohin Shah arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Pose Classification Image_Classification PDF
2022-05-16 Binarizing by Classification: Is soft function really necessary? Yefei He, Luoming Zhang, Weijia Wu, Hong Zhou arXiv_AI arXiv_AI Pose_Estimation Pose Classification Image_Classification PDF
2022-05-14 Corrosion Detection for Industrial Objects: From Multi-Sensor System to 5D Feature Space Dennis Haitz, Boris Jutzi, Patrick Huebner, Markus Ulrich arXiv_CV arXiv_CV 3D Pose Face Classification Detection Image_Classification PDF
2022-05-12 Simple Open-Vocabulary Object Detection with Vision Transformers Matthias Minderer, Alexey Gritsenko, Austin Stone, Maxim Neumann, Dirk Weissenborn, Alexey Dosovitskiy, Aravindh Mahendran, Anurag Arnab, Mostafa Dehghani, Zhuoran Shen, Xiao Wang, Xiaohua Zhai, Thomas Kipf, Neil Houlsby arXiv_CV arXiv_CV Transformer Zero-Shot Regularization Pose Classification Detection Object_Detection Image_Classification PDF
2022-05-12 Feedback Gradient Descent: Efficient and Stable Optimization with Orthogonality for DNNs Fanchen Bu, Dong Eui Chang arXiv_AI arXiv_AI Gradient_Descent Optimization Knowledge Pose Classification Image_Classification PDF
2022-05-12 Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger arXiv_CV arXiv_CV Segmentation Weakly_Supervised Regularization Pose Face Classification Image_Classification PDF
2022-05-12 Cross-domain Few-shot Meta-learning Using Stacking Hongyu Wang, Eibe Frank, Bernhard Pfahringer, Michael Mayo, Geoffrey Holmes arXiv_CV arXiv_CV Knowledge Pose Classification Few-Shot CNN Image_Classification Inference PDF
2022-05-11 An Empirical Study Of Self-supervised Learning Approaches For Object Detection With Transformers Gokul Karthik Kumar, Sahal Shaji Mullappilly, Abhishek Singh Gehlot arXiv_AI arXiv_AI Transformer Reconstruction Self-Supervised Classification Detection Relation Object_Detection CNN Image_Classification Language_Model PDF
2022-05-11 Hyperspectral Image Classification With Contrastive Graph Convolutional Network Wentao Yu, Sheng Wan, Guangyu Li, Jian Yang, Chen Gong arXiv_AI arXiv_AI Represenation_Learning Pose Contrastive_Learning Quantitative Classification Relation CNN Image_Classification PDF
2022-05-11 Multi-Label Logo Recognition and Retrieval based on Weighted Fusion of Neural Features Marisa Bernabeu, Antonio Javier Gallego, Antonio Pertusa arXiv_CV arXiv_CV Recognition Pose Survey Quantitative Classification Image_Classification PDF
2022-05-10 Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling Etienne Bennequin, Myriam Tami, Antoine Toubhans, Celine Hudelot arXiv_CV arXiv_CV Pose Quantitative Classification Relation Few-Shot Image_Classification PDF
2022-05-10 Privacy Enhancement for Cloud-Based Few-Shot Learning Archit Parnami, Muhammad Usama, Liyue Fan, Minwoo Lee arXiv_CV arXiv_CV Embedding Enhancement Pose Classification Few-Shot Image_Classification PDF
2022-05-10 A Safety Assurable Human-Inspired Perception Architecture Rick Salay, Krzysztof Czarnecki arXiv_AI arXiv_AI Sketch Review Adversarial Pose Classification Image_Classification Autonomous PDF
2022-05-10 Hyperparameter optimization of hybrid quantum neural networks for car classification Asel Sagingalieva, Andrii Kurkin, Artem Melnikov, Daniil Kuhmistrov, Michael Perelshtein, Alexey Melnikov, Andrea Skolik, David Von Dollen arXiv_CV arXiv_CV Recognition Optimization Quantitative Classification Image_Classification PDF
2022-05-10 Robust Medical Image Classification from Noisy Labeled Data with Global and Local Representation Guided Co-training Cheng Xue, Lequan Yu, Pengfei Chen, Qi Dou, Pheng-Ann Heng arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Pose Classification Medical Image_Classification PDF
2022-05-09 When does dough become a bagel? Analyzing the remaining mistakes on ImageNet Vijay Vasudevan, Benjamin Caine, Raphael Gontijo-Lopes, Sara Fridovich-Keil, Rebecca Roelofs arXiv_CV arXiv_CV Review Pose Classification Image_Classification PDF
2022-05-09 Introspective Deep Metric Learning Chengkun Wang, Wenzhao Zheng, Zheng Zhu, Jie Zhou, Jiwen Lu arXiv_AI arXiv_AI Embedding Image_Retrieval Pose Classification Image_Classification PDF
2022-05-08 Preservation of High Frequency Content for Deep Learning-Based Medical Image Classification Declan McIntosh, Tunai Porto Marques, Alexandra Branzan Albu arXiv_CV arXiv_CV Pose Classification Deep_Learning Medical CNN Image_Classification PDF
2022-05-08 VPN: Verification of Poisoning in Neural Networks Youcheng Sun, Muhammad Usman, Divya Gopinath, Corina S. Păsăreanu arXiv_AI arXiv_AI Pose Classification Image_Classification PDF
2022-05-08 ConvMAE: Masked Convolution Meets Masked Autoencoders Peng Gao, Teli Ma, Hongsheng Li, Jifeng Dai, Yu Qiao arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Pose Classification Detection Object_Detection Image_Classification PDF
2022-05-07 Comparison Knowledge Translation for Generalizable Image Classification Zunlei Feng, Tian Qiu, Sai Wu, Xiaotuan Jin, Zengliang He, Mingli Song, Huiqiong Wang arXiv_CV arXiv_CV Recognition Knowledge Adversarial Classification Deep_Learning Image_Classification Matching PDF
2022-05-06 Investigating and Explaining the Frequency Bias in Image Classification ZhiYu Lin, YiFei Gao, JiTao Sang arXiv_CV arXiv_CV Classification Image_Classification PDF
2022-05-06 RCMNet: A deep learning model assists CAR-T therapy for leukemia Ruitao Zhang, Xueying Han, Ijaz Gul, Shiyao Zhai, Ying Liu, Yongbing Zhang, Yuhan Dong, Lan Ma, Dongmei Yu, Jin Zhou, Peiwu Qin arXiv_CV arXiv_CV Transformer Transfer_Learning Pose Classification Deep_Learning CNN Image_Classification PDF
2022-05-06 Large Scale Transfer Learning for Differentially Private Image Classification Harsh Mehta, Abhradeep Thakurta, Alexey Kurakin, Ashok Cutkosky arXiv_CV arXiv_CV Transfer_Learning Gradient_Descent Adversarial Classification Deep_Learning Image_Classification PDF
2022-05-05 Biologically inspired deep residual networks for computer vision applications Prathibha Varghese, Dr. G. Arockia Selva Saroja arXiv_CV arXiv_CV Pose Classification CNN Image_Classification PDF
2022-05-04 Immiscible Color Flows in Optimal Transport Networks for Image Classification Alessandro Lonardi, Diego Baptista, Caterina De Bacco arXiv_CV arXiv_CV Pose Classification Image_Classification PDF
2022-05-04 Sequencer: Deep LSTM for Image Classification Yuki Tatsunami, Masato Taki arXiv_AI arXiv_AI Transformer RNN Pose Classification Attention CNN Image_Classification PDF
2022-05-04 Scene Clustering Based Pseudo-labeling Strategy for Multi-modal Aerial View Object Classification Jun Yu, Hao Chang, Keda Lu, Liwen Zhang, Shenshen Du arXiv_CV arXiv_CV Recognition Pose Classification Image_Classification PDF
2022-05-03 Masked Generative Distillation Zhendong Yang, Zhe Li, Mingqi Shao, Dachuan Shi, Zehuan Yuan, Chun Yuan arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Pose Classification Detection Object_Detection Image_Classification PDF
2022-05-02 MIRST-DM: Multi-Instance RST with Drop-Max Layer for Robust Classification of Breast Cancer Shoukun Sun, Min Xian, Aleksandar Vakanski, Hossny Ghanem arXiv_CV arXiv_CV Adversarial Pose Classification Medical Image_Classification PDF
2022-05-02 On the generalization capabilities of FSL methods through domain adaptation: a case study in endoscopic kidney stone image classification Mauricio Mendez-Ruiz, Francisco Lopez-Tiro, Jonathan El-Beze, Vincent Estrade, Gilberto Ochoa-Ruiz1, Jacques Hubert, Andres Mendez-Vazquez, Christian Daul arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Deep_Learning Detection Few-Shot Object_Detection Image_Classification PDF
2022-04-30 Engineering flexible machine learning systems by traversing functionally invariant paths in weight space Guruprasad Raghavan, Matt Thomson arXiv_AI arXiv_AI Adversarial Classification Image_Classification PDF
2022-04-30 Elucidating Meta-Structures of Noisy Labels in Semantic Segmentation by Deep Neural Networks Yaoru Luo, Guole Liu, Yuanhao Guo, Ge Yang arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Action Classification Image_Classification PDF
2022-04-29 PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining Yuting Gao, Jinfeng Liu, Zihan Xu, Jun Zhang, Ke Li, Chunhua Shen arXiv_AI arXiv_AI Zero-Shot Pose Classification Detection Relation Object_Detection Image_Classification Language_Model PDF
2022-04-29 Noise-reducing attention cross fusion learning transformer for histological image classification of osteosarcoma Liangrui Pan, Hetian Wang, Lian Wang, Boya Ji, Mingting Liu, Mitchai Chongcheawchamnan, Jin Yuan, Shaoliang Peng arXiv_CV arXiv_CV Transformer Pose Action Classification Deep_Learning Detection Attention CNN Image_Classification Prediction PDF
2022-04-28 Depth Estimation with Simplified Transformer John Yang, Le An, Anurag Dixit, Jinkyu Koo, Su Inn Park arXiv_CV arXiv_CV Transformer Self-Supervised Pose Classification Image_Classification Autonomous Inference Prediction PDF
2022-04-28 Unlocking High-Accuracy Differentially Private Image Classification through Scale Soham De, Leonard Berrada, Jamie Hayes, Samuel L. Smith, Borja Balle arXiv_CV arXiv_CV Gradient_Descent Classification Image_Classification PDF
2022-04-28 Semantic Communication: An Information Bottleneck View Edgar Beck, Carsten Bockelmann, Armin Dekorsy arXiv_AI arXiv_AI Optimization Pose Classification Attention Image_Classification PDF
2022-04-28 Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor Yang Yang, Zhiying Cui, Junjie Xu, Changhong Zhong, Wei-Shi Zheng, Ruixuan Wang arXiv_CV arXiv_CV Knowledge Pose Classification Deep_Learning Medical Image_Classification PDF
2022-04-26 PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions Zhaoqi Leng, Mingxing Tan, Chenxi Liu, Ekin Dogus Cubuk, Xiaojie Shi, Shuyang Cheng, Dragomir Anguelov arXiv_CV arXiv_CV Segmentation 3D Pose Classification Detection Object_Detection Image_Classification PDF
2022-04-26 A survey on attention mechanisms for medical applications: are we moving towards better algorithms? Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira, Jaime S. Cardoso arXiv_AI arXiv_AI Transformer Salient Review Pose Survey Classification Deep_Learning Attention Medical Image_Classification PDF
2022-04-26 Quantum-classical convolutional neural networks in radiological image classification Andrea Matic, Maureen Monnet, Jeanette Miriam Lorenz, Balthasar Schachtner, Thomas Messerer arXiv_AI arXiv_AI Pose Classification Attention Medical CNN Image_Classification PDF
2022-04-26 Causal Transportability for Visual Recognition Chengzhi Mao, Kevin Xia, James Wang, Hao Wang, Junfeng Yang, Elias Bareinboim, Carl Vondrick arXiv_CV arXiv_CV Recognition Classification Relation Image_Classification PDF
2022-04-25 Do Users Benefit From Interpretable Vision? A User Study, Baseline, And Dataset Leon Sixt, Martin Schuessler, Oana-Iuliana Popescu, Philipp Weiß, Tim Landgraf arXiv_AI arXiv_AI Classification Image_Classification Prediction PDF
2022-04-25 End-to-End Audio Strikes Back: Boosting Augmentations Towards An Efficient Audio Classification Network Avi Gazneli, Gadi Zimerman, Tal Ridnik, Gilad Sharir, Asaf Noy arXiv_CV arXiv_CV Classification Image_Classification PDF
2022-04-25 OCFormer: One-Class Transformer Network for Image Classification Prerana Mukherjee, Chandan Kumar Roy, Swalpa Kumar Roy arXiv_CV arXiv_CV Transformer Pose Classification Deep_Learning Image_Classification PDF
2022-04-25 Surpassing the Human Accuracy: Detecting Gallbladder Cancer from USG Images with Curriculum Learning Soumen Basu, Mayank Gupta, Pratyaksha Rana, Pankaj Gupta, Chetan Arora arXiv_CV arXiv_CV Salient Pose Classification Detection Object_Detection GAN Image_Classification PDF
2022-04-22 iCAR: Bridging Image Classification and Image-text Alignment for Visual Recognition Yixuan Wei, Yue Cao, Zheng Zhang, Zhuliang Yao, Zhenda Xie, Han Hu, Baining Guo arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition Zero-Shot Represenation_Learning Pose Action_Recognition Action Classification Detection Few-Shot Object_Detection Image_Classification PDF
2022-04-22 Reinforcing Generated Images via Meta-learning for One-Shot Fine-Grained Visual Recognition Satoshi Tsutsui, Yanwei Fu, David Crandall arXiv_CV arXiv_CV Recognition Adversarial Pose Classification GAN Image_Classification PDF
2022-04-22 Balancing Expert Utilization in Mixture-of-Experts Layers Embedded in CNNs Svetlana Pavlitskaya, Christian Hubschneider, Lukas Struppek, J. Marius Zöllner arXiv_CV arXiv_CV Embedding Sparse Pose Classification Detection Object_Detection CNN Image_Classification PDF
2022-04-22 A Closer Look at Personalization in Federated Image Classification Changxing Jing, Yan Huang, Yihong Zhuang, Liyan Sun, Yue Huang, Zhenlong Xiao, Xinghao Ding arXiv_AI arXiv_AI Represenation_Learning Pose Classification Image_Classification PDF
2022-04-21 Multiple EffNet/ResNet Architectures for Melanoma Classification Jiaqi Xue, Chentian Ma, Li Li, Xuan Wen arXiv_CV arXiv_CV Pose Classification Attention Image_Classification Prediction PDF
2022-04-21 GAF-NAU: Gramian Angular Field encoded Neighborhood Attention U-Net for Pixel-Wise Hyperspectral Image Classification Sidike Paheding, Abel A. Reyes, Anush Kasaragod, Thomas Oommen arXiv_CV arXiv_CV Pose Classification Deep_Learning Attention Image_Classification PDF
2022-04-20 Self-supervised Learning for Sonar Image Classification Alan Preciado-Grijalva, Bilal Wehbe, Miguel Bande Firvida, Matias Valdenegro-Toro arXiv_CV arXiv_CV Image_Caption Transfer_Learning Self-Supervised Classification Few-Shot Denoising Image_Classification PDF
2022-04-20 A 3-stage Spectral-spatial Method for Hyperspectral Image Classification Raymond H. Chan, Ruoning Li arXiv_CV arXiv_CV Enhancement Pose Classification Image_Classification PDF
2022-04-20 K-LITE: Learning Transferable Visual Models with External Knowledge Sheng Shen, Chunyuan Li, Xiaowei Hu, Yujia Xie, Jianwei Yang, Pengchuan Zhang, Anna Rohrbach, Zhe Gan, Lijuan Wang, Lu Yuan, Ce Liu, Kurt Keutzer, Trevor Darrell, Jianfeng Gao arXiv_AI arXiv_AI Image_Caption Transfer_Learning Zero-Shot Knowledge Pose Classification Detection Few-Shot Object_Detection Caption Image_Classification PDF
2022-04-20 Robustness Testing of Data and Knowledge Driven Anomaly Detection in Cyber-Physical Systems Xugui Zhou, Maxfield Kouzel, Homa Alemzadeh arXiv_AI arXiv_AI Recognition Knowledge Speech Classification Deep_Learning Detection Attention Speech_Recognition Image_Classification PDF
2022-04-19 ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models Chunyuan Li, Haotian Liu, Liunian Harold Li, Pengchuan Zhang, Jyoti Aneja, Jianwei Yang, Ping Jin, Yong Jae Lee, Houdong Hu, Zicheng Liu, Jianfeng Gao arXiv_CV arXiv_CV Zero-Shot Knowledge Pose Classification Detection Few-Shot Object_Detection Image_Classification PDF
2022-04-19 Image Data Augmentation for Deep Learning: A Survey Suorong Yang, Weikang Xiao, Mengcheng Zhang, Suhan Guo, Jian Zhao, Furao Shen arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Review Pose Face Survey Classification Deep_Learning Detection Object_Detection Image_Classification PDF
2022-04-18 LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei arXiv_CV arXiv_CV Transformer Represenation_Learning Self-Supervised Pose Classification VQA Image_Classification Language_Model PDF
2022-04-18 Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives Jun Yue, Leyuan Fang, Pedram Ghamisi, Weiying Xie, Jun Li, Jocelyn Chanussot, Antonio J Plaza arXiv_CV arXiv_CV Image_Caption Segmentation Weakly_Supervised Face Classification Detection Object_Detection Image_Classification PDF
2022-04-17 Continual Hippocampus Segmentation with Transformers Amin Ranem, Camila González, Anirban Mukhopadhyay arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Pose Action Classification Attention Medical CNN Image_Classification PDF
2022-04-17 An Extendable, Efficient and Effective Transformer-based Object Detector Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, Ming-Hsuan Yang arXiv_AI arXiv_AI Transformer Segmentation Recognition Classification Detection Object_Detection Attention Image_Classification PDF
2022-04-16 Towards Lightweight Transformer via Group-wise Transformation for Vision-and-Language Tasks Gen Luo, Yiyi Zhou, Xiaoshuai Sun, Yan Wang, Liujuan Cao, Yongjian Wu, Feiyue Huang, Rongrong Ji arXiv_CV arXiv_CV Transformer Optimization Pose Quantitative Classification Attention Image_Classification PDF
2022-04-16 Searching Intrinsic Dimensions of Vision Transformers Fanghui Xue, Biao Yang, Yingyong Qi, Jack Xin arXiv_CV arXiv_CV Transformer Pose Classification Detection Object_Detection Attention CNN Image_Classification PDF
2022-04-16 Privacy-Preserving Image Classification Using Isotropic Network AprilPyone MaungMaung, Hitoshi Kiya arXiv_CV arXiv_CV Transformer Embedding Knowledge Pose Classification Image_Classification PDF
2022-04-15 Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference Shell Xu Hu, Da Li, Jan Stühmer, Minyoung Kim, Timothy M. Hospedales arXiv_CV arXiv_CV Transformer Unsupervised Transfer_Learning Classification Few-Shot Image_Classification PDF
2022-04-14 Neighborhood Attention Transformer Ali Hassani, Steven Walton, Jiachen Li, Shen Li, Humphrey Shi arXiv_AI arXiv_AI Transformer Classification Attention Image_Classification PDF
2022-04-14 Masked Siamese Networks for Label-Efficient Learning Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Florian Bordes, Pascal Vincent, Armand Joulin, Michael Rabbat, Nicolas Ballas arXiv_AI arXiv_AI Image_Caption Transformer Embedding Self-Supervised Pose Classification Image_Classification PDF
2022-04-14 DeiT III: Revenge of the ViT Hugo Touvron, Matthieu Cord, Hervé Jégou arXiv_CV arXiv_CV Transformer Segmentation Transfer_Learning Semantic_Segmentation Bert Self-Supervised Classification Image_Classification PDF
2022-04-14 Detection of Degraded Acacia tree species using deep neural networks on uav drone imagery Anne Achieng Osio, Hoàng-Ân Lê, Samson Ayugi, Fred Onyango, Peter Odwe, Sébastien Lefèvre arXiv_CV arXiv_CV Classification Deep_Learning Detection Object_Detection Drone CNN Image_Classification PDF
2022-04-14 Explainable Analysis of Deep Learning Methods for SAR Image Classification Shenghan Su, Ziteng Cui, Weiwei Guo, Zenghui Zhang, Wenxian Yu arXiv_CV arXiv_CV Quantitative Classification Deep_Learning CNN Image_Classification Prediction PDF
2022-04-14 ViTOL: Vision Transformer for Weakly Supervised Object Localization Saurav Gupta, Sourav Lakhotia, Abhay Rawat, Rahul Tallamraju arXiv_CV arXiv_CV Transformer Weakly_Supervised Pose Quantitative Classification Attention Image_Classification PDF
2022-04-14 HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images Jikuan Qian (1,2 and 3), Rui Li (1,2 and 3), Xin Yang (1,2 and 3), Yuhao Huang (1,2 and 3), Mingyuan Luo (1,2 and 3), Zehui Lin (1,2 and 3), Wenhui Hong (1,2 and 3), Ruobing Huang (1,2 and 3), Haining Fan (4), Dong Ni (1,2 and 3), Jun Cheng (1,2 and 3) ((1) aNational-Regional Key Technology Engineering Laboratory for Medical Ultrasound, School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China, (2) Medical Ultrasound Image Computing (MUSIC) Laboratory, Shenzhen University, Shenzhen, China, (3) Marshall Laboratory of Biomedical Engineering, Shenzhen University, Shenzhen, China, (4) Qinghai University Affiliated Hospital, Xining, Qinghai, China) arXiv_AI arXiv_AI NAS Segmentation Knowledge Pose Classification CNN Image_Classification PDF
2022-04-12 ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension Sanjay Subramanian, Will Merrill, Trevor Darrell, Matt Gardner, Sameer Singh, Anna Rohrbach arXiv_CL arXiv_CL Zero-Shot Pose Classification Relation Image_Classification PDF
2022-04-12 VisCUIT: Visual Auditor for Bias in CNN Image Classifier Seongmin Lee, Zijie J. Wang, Judy Hoffman, Duen Horng (Polo) Chau arXiv_CV arXiv_CV Classification Image_Classification PDF
2022-04-12 Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification Jin-Yu Yang, Heng-Chao Li, Wen-Shuai Hu, Lei Pan, Qian Du arXiv_AI arXiv_AI Pose Classification Relation Attention CNN Image_Classification PDF
2022-04-12 Examining the Proximity of Adversarial Examples to Class Manifolds in Deep Networks Štefan Pócoš, Iveta Bečková, Igor Farkaš arXiv_CV arXiv_CV