Image_Classification

Image_Classification

• 2021-07-28 Content-aware Directed Propagation Network with Pixel Adaptive Kernel Attention    Min-Cheol Sagong, Yoon-Jae Yeo, Seung-Won Jung, Sung-Jea Ko arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Super_Resolution  Restoration  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2021-07-27 COPS: Controlled Pruning Before Training Starts    Paul Wimmer, Jens Mehnert, Alexandru Condurache arXiv_CV arXiv_CV  Optimization  Sparse  Pose  Classification  Image_Classification  PDF
• 2021-07-27 Identify Apple Leaf Diseases Using Deep Learning Algorithm    Daping Zhang, Hongyu Yang, Jiayu Cao arXiv_AI arXiv_AI  Recognition  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-07-26 Towards Efficient Tensor Decomposition-Based DNN Model Compression with Optimization Framework    Miao Yin, Yang Sui, Siyu Liao, Bo Yuan arXiv_AI arXiv_AI  Recognition  Optimization  RNN  Pose  Classification  CNN  Image_Classification  PDF
• 2021-07-25 Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation    Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaid, Ferdous Sohel, Dan Xu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Weakly_Supervised  Salient  Pose  Classification  Detection  Relation  Image_Classification  Prediction  PDF
• 2021-07-25 Temporal-wise Attention Spiking Neural Networks for Event Streams Classification    Man Yao, Huanhuan Gao, Guangshe Zhao, Dingheng Wang, Yihan Lin, Zhaoxu Yang, Guoqi Li arXiv_CV arXiv_CV  Recognition  Sparse  Gesture  Pose  Classification  Attention  Image_Classification  Inference  PDF
• 2021-07-25 Boosting Video Captioning with Dynamic Loss Network    Nasibullah, Partha Pratim Mohanta arXiv_CV arXiv_CV  Surveillance  Video_Caption  Face  Classification  Deep_Learning  Detection  Object_Detection  Caption  Image_Classification  Video_Retrieval  PDF
• 2021-07-24 An Uncertainty-Aware Deep Learning Framework for Defect Detection in Casting Products    Maryam Habibpour, Hassan Gharoun, AmirReza Tajally, Afshar Shamsi, Hamzeh Asgharnezhad, Abbas Khosravi, Saeid Nahavandi arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Detection  CNN  Image_Classification  Inference  PDF
• 2021-07-24 Multi-Label Image Classification with Contrastive Learning    Son D.Dao, Ethan Zhao, Dinh Phung, Jianfei Cai arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-07-24 Reconstructing Images of Two Adjacent Objects through Scattering Medium Using Generative Adversarial Network    Xuetian Lai, Qiongyao Li, Ziyang Chen, Xiaopeng Shao, Jixiong Pu arXiv_CV arXiv_CV  Reconstruction  Segmentation  Adversarial  Classification  GAN  Medical  CNN  Image_Classification  PDF
• 2021-07-23 RGB Image Classification with Quantum Convolutional Ansaetze    Yu Jing, Yang Yang, Chonghang Wu, Wenbing Fu, Wei Hu, Xiaogang Li, Hua Xu arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Relation  CNN  Image_Classification  PDF
• 2021-07-23 MCDAL: Maximum Classifier Discrepancy for Active Learning    Jae Won Cho, Dong-Jin Kim, Yunjae Jung, In So Kweon arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Adversarial  Pose  Classification  Relation  GAN  Image_Classification  Prediction  PDF
• 2021-07-23 Photon-Starved Scene Inference using Single Photon Cameras    Bhavya Goyal, Mohit Gupta arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  Inference  PDF
• 2021-07-23 Compositional Models: Multi-Task Learning and Knowledge Transfer with Modular Networks    Andrey Zhmoginov, Dina Bashkirova, Mark Sandler arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Knowledge  Pose  Classification  GAN  Image_Classification  PDF
• 2021-07-21 JS Fake Chorales: a Synthetic Dataset of Polyphonic Music with Human Annotation    Omar Peracha arXiv_SD arXiv_SD  Pose  Classification  Image_Classification  Language_Model  PDF
• 2021-07-21 Bridging the Gap between Spatial and Spectral Domains: A Theoretical Framework for Graph Neural Networks    Zhiqian Chen, Fanglan Chen, Lei Zhang, Taoran Ji, Kaiqun Fu, Liang Zhao, Feng Chen, Lingfei Wu, Charu Aggarwal, Chang-Tien Lu arXiv_AI arXiv_AI  Recognition  Speech  Pose  Survey  Classification  Deep_Learning  Relation  Speech_Recognition  Image_Classification  PDF
• 2021-07-20 Protecting Semantic Segmentation Models by Using Block-wise Image Encryption with Secret Key from Unauthorized Access    Hiroki Ito, MaungMaung AprilPyone, Hitoshi Kiya arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Image_Classification  PDF
• 2021-07-20 Understanding Gender and Racial Disparities in Image Recognition Models    Rohan Mahadev, Anindya Chakravarti arXiv_CV arXiv_CV  Recognition  Classification  Image_Classification  Prediction  PDF
• 2021-07-19 Just Train Twice: Improving Group Robustness without Training Group Information    Evan Zheran Liu, Behzad Haghgoo, Annie S. Chen, Aditi Raghunathan, Pang Wei Koh, Shiori Sagawa, Percy Liang, Chelsea Finn arXiv_AI arXiv_AI  Optimization  Pose  Classification  Relation  Image_Classification  PDF
• 2021-07-19 OODformer: Out-Of-Distribution Detection Transformer    Rajat Koner, Poulami Sinhamahapatra, Karsten Roscher, Stephan Günnemann, Volker Tresp arXiv_CV arXiv_CV  Transformer  Reconstruction  Embedding  Pose  Contrastive_Learning  Classification  Detection  Attention  Image_Classification  PDF
• 2021-07-19 Non-binary deep transfer learning for imageclassification    Jo Plested, Xuyang Shen, Tom Gedeon arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Classification  Image_Classification  Recommendation  PDF
• 2021-07-18 A High-Performance Adaptive Quantization Approach for Edge CNN Applications    Hsu-Hsun Chin, Ren-Song Tsay, Hsin-I Wu arXiv_CV arXiv_CV  Quantization  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  Language_Model  PDF
• 2021-07-17 PICASO: Permutation-Invariant Cascaded Attentional Set Operator    Samira Zare, Hien Van Nguyen arXiv_CV arXiv_CV  Pose  Classification  Detection  Attention  Image_Classification  Prediction  PDF
• 2021-07-16 Rectifying the Shortcut Learning of Background: Shared Object Concentration for Few-Shot Image Recognition    Xu Luo, Longhui Wei, Liangjian Wen, Jinrong Yang, Lingxi Xie, Zenglin Xu, Qi Tian arXiv_CV arXiv_CV  Recognition  Knowledge  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-07-16 A Comparison of Deep Learning Classification Methods on Small-scale Image Data set: from Converlutional Neural Networks to Visual Transformers    Peng Zhao, Chen Li, Md Mamunur Rahaman, Hechen Yang, Tao Jiang, Marcin Grzegorzek arXiv_CV arXiv_CV  Transformer  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-07-15 Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale Tasks    Andrey Malinin, Neil Band, German Chesnokov, Yarin Gal, Mark J. F. Gales, Alexey Noskov, Andrey Ploskonosov, Liudmila Prokhorenkova, Ivan Provilkov, Vatsal Raina, Vyas Raina, Mariya Shmatova, Panos Tigas, Boris Yangel arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-07-15 An Efficient and Small Convolutional Neural Network for Pest Recognition -- ExquisiteNet    Shi-Yao Zhou, Chung-Yen Su arXiv_CV arXiv_CV  Recognition  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-07-14 Training Compact CNNs for Image Classification using Dynamic-coded Filter Fusion    Mingbao Lin, Rongrong Ji, Bohong Chen, Fei Chao, Jianzhuang Liu, Wei Zeng, Yonghong Tian, Qi Tian arXiv_AI arXiv_AI  Sparse  Regularization  Pose  Classification  Image_Classification  PDF
• 2021-07-13 Cats, not CAT scans: a study of dataset similarity in transfer learning for 2D medical image classification    Irma van den Brandt, Floris Fok, Bas Mulders, Joaquin Vanschoren, Veronika Cheplygina arXiv_CV arXiv_CV  Transfer_Learning  3D  Classification  Medical  Image_Classification  PDF
• 2021-07-12 Interpretable Mammographic Image Classification using Cased-Based Reasoning and Deep Learning    Alina Jade Barnett, Fides Regina Schwartz, Chaofan Tao, Chaofan Chen, Yinhao Ren, Joseph Y. Lo, Cynthia Rudin arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  Image_Classification  Prediction  PDF
• 2021-07-10 Detection of Plant Leaf Disease Directly in the JPEG Compressed Domain using Transfer Learning Technique    Atul Sharma, Bulla Rajesh, Mohammed Javed arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Detection  Image_Classification  PDF
• 2021-07-10 Semi-Supervised Learning with Multi-Head Co-Training    Mingcai Chen, Yuntao Du, Yi Zhang, Shuwei Qian, Chongjun Wang arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-07-10 Local-to-Global Self-Attention in Vision Transformers    Jinpeng Li, Yichao Yan, Shengcai Liao, Xiaokang Yang, Ling Shao arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Classification  Attention  Image_Classification  PDF
• 2021-07-09 Towards Robust General Medical Image Segmentation    Laura Daza, Juan C. Pérez, Pablo Arbeláez arXiv_CV arXiv_CV  Segmentation  Adversarial  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-07-08 Exploiting the relationship between visual and textual features in social networks for image classification with zero-shot deep learning    Luis Lucas, David Tomas, Jose Garcia-Rodriguez arXiv_AI arXiv_AI  Unsupervised  Zero-Shot  Pose  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-07-07 Federated Learning with Downlink Device Selection    Mohammad Mohammadi Amiri, Sanjeev R. Kulkarni, H. Vincent Poor arXiv_AI arXiv_AI  Classification  Image_Classification  PDF
• 2021-07-07 Introducing the structural bases of typicality effects in deep learning    Omar Vidal Pino, Erickson Rangel Nascimento, Mario Fernando Montenegro Campos arXiv_AI arXiv_AI  Transfer_Learning  Pose  Action  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-07-07 Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification    Xiaohan Xing, Yuenan Hou, Hang Li, Yixuan Yuan, Hongsheng Li, Max Q.-H. Meng arXiv_CV arXiv_CV  Regularization  Knowledge  Pose  Classification  Relation  Medical  Image_Classification  PDF
• 2021-07-07 SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers    Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot arXiv_AI arXiv_AI  Transformer  Embedding  Pose  Classification  CNN  Image_Classification  PDF
• 2021-07-07 GLiT: Neural Architecture Search for Global and Local Image Transformer    Boyu Chen, Peixia Li, Chuming Li, Baopu Li, Lei Bai, Chen Lin, Ming Sun, Junjie yan, Wanli Ouyang arXiv_CV arXiv_CV  Transformer  NAS  Recognition  Pose  Classification  Relation  Image_Classification  PDF
• 2021-07-06 Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas Maps    Samuel Budd, Matthew Sinclair, Thomas Day, Athanasios Vlontzos, Jeremy Tan, Tianrui Liu, Jaqueline Matthew, Emily Skelton, John Simpson, Reza Razavi, Ben Glocker, Daniel Rueckert, Emma C. Robinson, Bernhard Kainz arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Classification  Detection  Image_Classification  Prediction  PDF
• 2021-07-06 Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation    Yufei Wang, Haoliang Li, Lap-pui Chau, Alex C. Kot arXiv_AI arXiv_AI  Segmentation  Reinforcement_Learning  Regularization  Knowledge  Pose  Classification  CNN  Image_Classification  PDF
• 2021-07-06 Confidence-based Out-of-Distribution Detection: A Comparative Study and Analysis    Christoph Berger, Magdalini Paschali, Ben Glocker, Konstantinos Kamnitsas arXiv_CV arXiv_CV  Classification  Detection  Medical  Image_Classification  PDF
• 2021-07-06 GCN-Based Linkage Prediction for Face Clusteringon Imbalanced Datasets: An Empirical Study    Huafeng Yang, Xingjian Chen, Fangyi Zhang, Guangyue Hei, Yunjie Wang, Rong Du arXiv_CV arXiv_CV  Face  Classification  Attention  CNN  Image_Classification  Prediction  PDF
• 2021-07-05 Vision Xformers: Efficient Attention for Image Classification    Pranav Jeevan, Amit Sethi (Indian Institute of Technology Bombay) arXiv_AI arXiv_AI  Transformer  Embedding  OCR  Classification  Attention  CNN  Image_Classification  PDF
• 2021-07-05 Continual Contrastive Self-supervised Learning for Image Classification    Zhiwei Lin, Yongtao Wang, Hongxiang Lin arXiv_AI arXiv_AI  Unsupervised  Knowledge  Self-Supervised  Classification  Image_Classification  PDF
• 2021-07-02 Vox Populi, Vox DIY: Benchmark Dataset for Crowdsourced Audio Transcription    Nikita Pavlichenko, Ivan Stelmakh, Dmitry Ustalov arXiv_SD arXiv_SD  Recognition  Speech  Classification  Speech_Recognition  Image_Classification  PDF
• 2021-07-02 Magnification-independent Histopathological Image Classification with Similarity-based Multi-scale Embeddings    Yibao Sun, Xingru Huang, Yaqi Wang, Huiyu Zhou, Qianni Zhang arXiv_CV arXiv_CV  Embedding  Pose  Classification  Image_Classification  PDF
• 2021-07-02 Mixed Supervision Learning for Whole Slide Image Classification    Jiahui Li, Wen Chen, Xiaodi Huang, Zhiqiang Hu, Qi Duan, Hongsheng Li, Dimitris N. Metaxas, Shaoting Zhang arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-07-02 MMF: Multi-Task Multi-Structure Fusion for Hierarchical Image Classification    Xiaoni Li, Yucan Zhou, Yu Zhou, Weiping Wang arXiv_CV arXiv_CV  Recognition  Knowledge  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-07-01 SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios    Suraj Kothawade, Nathan Beck, Krishnateja Killamsetty, Rishabh Iyer arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-07-01 AutoFormer: Searching Transformers for Visual Recognition    Minghao Chen, Houwen Peng, Jianlong Fu, Haibin Ling arXiv_CV arXiv_CV  Transformer  NAS  Embedding  Recognition  Pose  Classification  Detection  Image_Classification  PDF
• 2021-07-01 On the Practicality of Deterministic Epistemic Uncertainty    Janis Postels, Mattia Segu, Tao Sun, Luc Van Gool, Fisher Yu, Federico Tombari arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Classification  Detection  Image_Classification  Inference  PDF
• 2021-07-01 Global Filter Networks for Image Classification    Yongming Rao, Wenliang Zhao, Zheng Zhu, Jiwen Lu, Jie Zhou arXiv_AI arXiv_AI  Transformer  Action  Classification  Attention  Image_Classification  PDF
• 2021-07-01 Focal Self-attention for Local-Global Interactions in Vision Transformers    Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Xiyang Dai, Bin Xiao, Lu Yuan, Jianfeng Gao arXiv_AI arXiv_AI  Transformer  Segmentation  Semantic_Segmentation  Pose  Action  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2021-07-01 Overhead-MNIST: Machine Learning Baselines for Image Classification    Erik Larsen, David Noever, Korey MacVittie, John Lilly arXiv_AI arXiv_AI  Embedding  Classification  CNN  Image_Classification  PDF
• 2021-07-01 Towards Measuring Bias in Image Classification    Nina Schaaf, Omar de Mitri, Hang Beom Kim, Alexander Windberger, Marco F. Huber arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2021-06-30 One-class Steel Detector Using Patch GAN Discriminator for Visualising Anomalous Feature Map    Takato Yasuno, Junichiro Fujii, Sakura Fukami arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Detection  Object_Detection  GAN  Image_Classification  PDF
• 2021-06-30 Align Yourself: Self-supervised Pre-training for Fine-grained Recognition via Saliency Alignment    Di Wu, Siyuan Li, Zelin Zang, Kai Wang, Lei Shang, Baigui Sun, Hao Li, Stan Z. Li arXiv_CV arXiv_CV  Recognition  Salient  Self-Supervised  Contrastive_Learning  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-06-29 Cells are Actors: Social Network Analysis with Classical ML for SOTA Histology Image Classification    Neda Zamanitajeddin, Mostafa Jahanifar, Nasir Rajpoot arXiv_CV arXiv_CV  Pose  Action  Classification  Deep_Learning  CNN  Image_Classification  Prediction  PDF
• 2021-06-29 K-ZSL: Resources for Knowledge-driven Zero-shot Learning    Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zonggang Yuan, Huajun Chen arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Classification  Relation  Image_Classification  PDF
• 2021-06-28 Hyperspectral Remote Sensing Image Classification Based on Multi-scale Cross Graphic Convolution    Yunsong Zhao, Yin Li, Zhihan Chen, Tianchong Qiu, Guojin Liu arXiv_AI arXiv_AI  Recognition  Pose  Classification  Relation  Image_Classification  PDF
• 2021-06-28 Co$^2$L: Contrastive Continual Learning    Hyuntak Cha, Jaeho Lee, Jinwoo Shin arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-06-28 Progressive Class-based Expansion Learning For Image Classification    Hui Wang, Hanbin Zhao, Xi Li arXiv_CV arXiv_CV  Optimization  Pose  Classification  Attention  Image_Classification  PDF
• 2021-06-28 Multi-Compound Transformer for Accurate Biomedical Image Segmentation    Yuanfeng Ji, Ruimao Zhang, Huijie Wang, Zhen Li, Lingyun Wu, Shaoting Zhang, Ping Luo arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  Enhancement  Action  Classification  Relation  Attention  Medical  CNN  Image_Classification  PDF
• 2021-06-27 Immuno-mimetic Deep Neural Networks    Ren Wang, Tianqi Chen, Stephen Lindsly, Cooper Stansbury, Indika Rajapakse, Alfred Hero arXiv_AI arXiv_AI  Adversarial  Classification  Image_Classification  PDF
• 2021-06-26 Image Classification with CondenseNeXt for ARM-Based Computing Platforms    Priyank Kalgaonkar, Mohamed El-Sharkawy arXiv_AI arXiv_AI  Classification  CNN  Image_Classification  Autonomous  PDF
• 2021-06-26 Spectral-Spatial Graph Reasoning Network for Hyperspectral Image Classification    Di Wang, Bo Du, Liangpei Zhang arXiv_CV arXiv_CV  Segmentation  Pose  Quantitative  Classification  Attention  Image_Classification  PDF
• 2021-06-25 Scene Uncertainty and the Wellington Posterior of Deterministic Image Classifiers    Stephanie Tsuei, Aditya Golatkar, Stefano Soatto arXiv_CV arXiv_CV  Reconstruction  Adversarial  Pose  Classification  GAN  Image_Classification  PDF
• 2021-06-25 Single Image Texture Translation for Data Augmentation    Boyi Li, Yin Cui, Tsung-Yi Lin, Serge Belongie arXiv_AI arXiv_AI  Recognition  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-06-25 Efficient Document Image Classification Using Region-Based Graph Neural Network    Jaya Krishna Mandivarapu, Eric Bunch, Qian You, Glenn Fung arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  Inference  Language_Model  PDF
• 2021-06-24 Frequency Domain Convolutional Neural Network: Accelerated CNN for Large Diabetic Retinopathy Image Classification    Ee Fey Goh, ZhiYuan Chen, Wei Xiang Lim arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2021-06-23 Florida Wildlife Camera Trap Dataset    Crystal Gagne, Jyoti Kini, Daniel Smith, Mubarak Shah arXiv_CV arXiv_CV  Action  Classification  Image_Classification  PDF
• 2021-06-23 Estimating the Robustness of Classification Models by the Structure of the Learned Feature-Space    Kalun Ho, Franz-Josef Pfreundt, Janis Keuper, Margret Keuper arXiv_CV arXiv_CV  Unsupervised  Classification  Relation  Image_Classification  PDF
• 2021-06-23 Unsupervised Classification of Intrusive Igneous Rock Thin Section Images using Edge Detection and Colour Analysis    S. Joseph, H. Ujir, I. Hipiny arXiv_CV arXiv_CV  Edge_Detection  Unsupervised  Pose  Classification  Detection  Image_Classification  PDF
• 2021-06-23 A Label Management Mechanism for Retinal Fundus Image Classification of Diabetic Retinopathy    Mengdi Gao, Ximeng Feng, Mufeng Geng, Zhe Jiang, Lei Zhu, Xiangxi Meng, Chuanqing Zhou, Qiushi Ren, Yanye Lu arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-06-23 PatentNet: A Large-Scale Incomplete Multiview, Multimodal, Multilabel Industrial Goods Image Database    Fangyuan Lei, Da Huang, Jianjian Jiang, Ruijun Ma, Senhong Wang, Jiangzhong Cao, Yusen Lin, Qingyun Dai arXiv_AI arXiv_AI  Recognition  Image_Retrieval  Classification  Deep_Learning  GAN  Image_Classification  PDF
• 2021-06-22 P2T: Pyramid Pooling Transformer for Scene Understanding    Yu-Huan Wu, Yun Liu, Xin Zhan, Ming-Ming Cheng arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Salient  Pose  Action  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2021-06-22 The Hitchhiker's Guide to Prior-Shift Adaptation    Tomas Sipka, Milan Sulc, Jiri Matas arXiv_CV arXiv_CV  Recognition  Pose  Classification  Image_Classification  PDF
• 2021-06-22 Multi-layered Semantic Representation Network for Multi-label Image Classification    Xiwen Qu, Hao Che, Jun Huang, Linchuan Xu, Xiao Zheng arXiv_AI arXiv_AI  Image_Caption  Pose  Classification  Relation  Attention  CNN  Image_Classification  PDF
• 2021-06-22 An Alternative Auxiliary Task for Enhancing Image Classification    Chen Liu arXiv_CV arXiv_CV  Reconstruction  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-06-21 On fine-tuning of Autoencoders for Fuzzy rule classifiers    Rahul Kumar Sevakula, Nishchal Kumar Verma, Hisao Ishibuchi arXiv_AI arXiv_AI  Knowledge  Pose  Classification  Relation  Image_Classification  PDF
• 2021-06-21 TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification    Andrés Villa, Juan-Manuel Perez-Rua, Vladimir Araujo, Juan Carlos Niebles, Victor Escorcia, Alvaro Soto arXiv_CV arXiv_CV  Recognition  Pose  Action  Classification  Few-Shot  Image_Classification  Inference  Video_Classification  PDF
• 2021-06-21 Pre-training also Transfers Non-Robustness    Jiaming Zhang, Jitao Sang, Qi Yi, Huiwen Dong, Jian Yu arXiv_AI arXiv_AI  Classification  Image_Classification  PDF
• 2021-06-21 Segmentation of cell-level anomalies in electroluminescence images of photovoltaic modules    Urtzi Otamendi, Iñigo Martinez, Marco Quartulli, Igor G. Olaizola, Elisabeth Viles, Werther Cambarau arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  RNN  Pose  Classification  Deep_Learning  Detection  Object_Detection  Image_Classification  PDF
• 2021-06-21 Brain tumor grade classification Using LSTM Neural Networks with Domain Pre-Transforms    Maedeh Sadat Fasihi (1), Wasfy B. Mikhael (1) ((1) Department of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL) arXiv_CV arXiv_CV  Weakly_Supervised  RNN  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-06-19 Exploring Vision Transformers for Fine-grained Classification    Marcos V. Conde, Kerem Turgutlu arXiv_CV arXiv_CV  Transformer  Recognition  Pose  Classification  Attention  Image_Classification  PDF
• 2021-06-19 Practical Transferability Estimation for Image Classification Tasks    Yang Tan, Yang Li, Shao-Lun Huang arXiv_AI arXiv_AI  Transfer_Learning  Pose  Classification  Image_Classification  PDF
• 2021-06-19 Informative Class Activation Maps    Zhenyue Qin, Dongwoo Kim, Tom Gedeon arXiv_CV arXiv_CV  Weakly_Supervised  Quantitative  Classification  Image_Classification  PDF
• 2021-06-19 QFCNN: Quantum Fourier Convolutional Neural Network    Feihong Shen, Jun Liu arXiv_AI arXiv_AI  Knowledge  Pose  Classification  Deep_Learning  CNN  Image_Classification  Prediction  PDF
• 2021-06-18 How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers    Andreas Steiner, Alexander Kolesnikov, Xiaohua Zhai, Ross Wightman, Jakob Uszkoreit, Lucas Beyer arXiv_AI arXiv_AI  Transformer  Segmentation  Regularization  Classification  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2021-06-18 Residual Error: a New Performance Measure for Adversarial Robustness    Hossein Aboutalebi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Deep_Learning  Detection  Image_Classification  Prediction  PDF
• 2021-06-18 Equivariance-bridged SO-Invariant Representation Learning using Graph Convolutional Network    Sungwon Hwang, Hyungtae Lim, Hyun Myung arXiv_CV arXiv_CV  Represenation_Learning  Pose  Quantitative  Classification  CNN  Image_Classification  PDF
• 2021-06-18 Light Lies: Optical Adversarial Attack    Kyu-Lim Kim, Jeong-Soo Kim, Seung-Ri Song, Jun-Ho Choi, Chul-Min Joo, Jong-Seok Lee arXiv_CV arXiv_CV  Quantization  Optimization  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-06-18 Quantized Neural Networks via {-1, +1} Encoding Decomposition and Acceleration    Qigong Sun, Xiufang Li, Fanhua Shang, Hongying Liu, Kang Yang, Licheng Jiao, Zhouchen Lin arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-06-18 Effective Model Sparsification by Scheduled Grow-and-Prune Methods    Xiaolong Ma, Minghai Qin, Fei Sun, Zejiang Hou, Kun Yuan, Yi Xu, Yanzhi Wang, Yen-Kuang Chen, Rong Jin, Yuan Xie arXiv_AI arXiv_AI  Segmentation  3D  Sparse  Pose  Classification  Detection  Image_Classification  Inference  PDF
• 2021-06-17 Deep reinforcement learning with automated label extraction from clinical reports accurately classifies 3D MRI brain volumes    Joseph Stember, Hrithwik Shalu arXiv_AI arXiv_AI  Reinforcement_Learning  3D  Bert  Pose  Action  Classification  Deep_Learning  Image_Classification  PDF
• 2021-06-17 Multi-Label Learning from Single Positive Labels    Elijah Cole, Oisin Mac Aodha, Titouan Lorieul, Pietro Perona, Dan Morris, Nebojsa Jojic arXiv_CV arXiv_CV  Pose  Classification  Detection  Image_Classification  PDF
• 2021-06-17 XCiT: Cross-Covariance Image Transformers    Alaaeldin El-Nouby, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Hervé Jegou arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Self-Supervised  Pose  Action  Classification  Detection  Object_Detection  Attention  CNN  Image_Classification  PDF
• 2021-06-17 MetaBalance: High-Performance Neural Networks for Class-Imbalanced Data    Arpit Bansal, Micah Goldblum, Valeriia Cherepanova, Avi Schwarzschild, C. Bayan Bruss, Tom Goldstein arXiv_AI arXiv_AI  Recognition  Classification  Detection  Image_Classification  Prediction  PDF
• 2021-06-17 Deep Subdomain Adaptation Network for Image Classification    Yongchun Zhu, Fuzhen Zhuang, Jindong Wang, Guolin Ke, Jingwu Chen, Jiang Bian, Hui Xiong, Qing He arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Adversarial  Classification  Relation  Attention  Image_Classification  PDF
• 2021-06-17 ShuffleBlock: Shuffle to Regularize Deep Convolutional Neural Networks    Sudhakar Kumawat, Gagan Kanojia, Shanmuganathan Raman arXiv_CV arXiv_CV  Regularization  Pose  Classification  CNN  Image_Classification  PDF
• 2021-06-17 Evaluating the Robustness of Bayesian Neural Networks Against Different Types of Attacks    Yutian Pang, Sheng Cheng, Jueming Hu, Yongming Liu arXiv_CV arXiv_CV  Enhancement  Adversarial  Classification  Image_Classification  PDF
• 2021-06-16 Effective Evaluation of Deep Active Learning on Image Classification Tasks    Nathan Beck, Durga Sivasubramanian, Apurva Dani, Ganesh Ramakrishnan, Rishabh Iyer arXiv_AI arXiv_AI  Optimization  Face  Classification  Deep_Learning  Image_Classification  PDF
• 2021-06-16 Positional Contrastive Learning for VolumetricMedical Image Segmentation    Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  Pose  Contrastive_Learning  Classification  Deep_Learning  GAN  Medical  Image_Classification  PDF
• 2021-06-16 Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation    Haoxiang Wang, Han Zhao, Bo Li arXiv_CV arXiv_CV  Optimization  Classification  Few-Shot  Image_Classification  Prediction  PDF
• 2021-06-16 ParticleAugment: Sampling-Based Data Augmentation    Alexander Tsaregorodtsev, Vasileios Belagiannis arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-06-16 Structured DropConnect for Uncertainty Inference in Image Classification    Wenqing Zheng, Jiyang Xie, Weidong Liu, Zhanyu Ma arXiv_AI arXiv_AI  Pose  Classification  Detection  Image_Classification  Inference  PDF
• 2021-06-16 Disentangling Semantic-to-visual Confusion for Zero-shot Learning    Zihan Ye, Fuyuan Hu, Fan Lyu, Linyan Li, Kaizhu Huang arXiv_CV arXiv_CV  Recognition  Zero-Shot  Adversarial  Pose  Classification  GAN  Image_Classification  PDF
• 2021-06-16 Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching    Quande Liu, Hongzheng Yang, Qi Dou, Pheng-Ann Heng arXiv_CV arXiv_CV  Regularization  Knowledge  Pose  Classification  Relation  Medical  Image_Classification  Matching  PDF
• 2021-06-15 BEiT: BERT Pre-Training of Image Transformers    Hangbo Bao, Li Dong, Furu Wei arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Bert  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-06-15 Contextualizing Multiple Tasks via Learning to Decompose    Han-Jia Ye, Da-Wei Zhou, Lanqing Hong, Zhenguo Li, Xiu-Shen Wei, De-Chuan Zhan arXiv_CV arXiv_CV  Recognition  Pose  Classification  Relation  Few-Shot  Image_Classification  PDF
• 2021-06-15 Computer-aided Interpretable Features for Leaf Image Classification    Jayani P. G. Lakshika, Thiyanga S. Talagala arXiv_CV arXiv_CV  Unsupervised  Knowledge  Pose  Action  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-06-15 SAR Image Classification Based on Spiking Neural Network through Spike-Time Dependent Plasticity and Gradient Descent    Jiankun Chen, Xiaolan Qiu, Chibiao Ding, Yirong Wu arXiv_CV arXiv_CV  Unsupervised  Gradient_Descent  Face  Classification  CNN  Image_Classification  PDF
• 2021-06-15 Revisiting the Calibration of Modern Neural Networks    Matthias Minderer, Josip Djolonga, Rob Romijnders, Frances Hubis, Xiaohua Zhai, Neil Houlsby, Dustin Tran, Mario Lucic arXiv_CV arXiv_CV  Classification  Image_Classification  Prediction  PDF
• 2021-06-15 Zero-sample surface defect detection and classification based on semantic feedback neural network    Yibo Guo, Yiming Fan, Zhiyang Xiang, Haidi Wang, Wenhua Meng, Mingliang Xu arXiv_AI arXiv_AI  Embedding  Zero-Shot  Pose  Face  Classification  Detection  Attention  Image_Classification  Prediction  PDF
• 2021-06-15 MLP Singer: Towards Rapid Parallel Korean Singing Voice Synthesis    Jaesung Tae, Hyeongju Kim, Younggun Lee arXiv_SD arXiv_SD  Knowledge  Pose  Classification  Deep_Learning  Attention  GAN  Image_Classification  Inference  PDF
• 2021-06-15 A Lightweight ReLU-Based Feature Fusion for Aerial Scene Classification    Md Adnan Arefeen, Sumaiya Tabassum Nimi, Md Yusuf Sarwar Uddin, Zhu Li arXiv_CV arXiv_CV  Scene_Classification  Pose  Classification  Image_Classification  PDF
• 2021-06-15 Learning Stable Classifiers by Transferring Unstable Features    Yujia Bao, Shiyu Chang, Regina Barzilay arXiv_AI arXiv_AI  Transfer_Learning  Classification  Relation  Image_Classification  PDF
• 2021-06-14 pix2rule: End-to-end Neuro-symbolic Rule Learning    Nuri Cingillioglu, Alessandra Russo arXiv_AI arXiv_AI  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-06-14 NG+ : A Multi-Step Matrix-Product Natural Gradient Method for Deep Learning    Minghan Yang, Dong Xu, Qiwen Cui, Zaiwen Wen, Pengxiang Xu arXiv_AI arXiv_AI  Transformer  Pose  Classification  Deep_Learning  Image_Classification  Recommendation  PDF
• 2021-06-14 Variational Quanvolutional Neural Networks with enhanced image encoding    Denny Mattern, Darya Martyniuk, Henri Willems, Fabian Bergmann, Adrian Paschke arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-06-13 On-Off Center-Surround Receptive Fields for Accurate and Robust Image Classification    Zahra Babaiee, Ramin Hasani, Mathias Lechner, Daniela Rus, Radu Grosu arXiv_AI arXiv_AI  Classification  Detection  CNN  Image_Classification  Inference  PDF
• 2021-06-13 Survey: Image Mixing and Deleting for Data Augmentation    Humza Naveed arXiv_CV arXiv_CV  Recognition  Regularization  Review  Pose  Survey  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-06-13 NDPNet: A novel non-linear data projection network for few-shot fine-gained image classification    Weichuan Zhangy, Xuefang Liuy, Zhe Xue, Yongsheng Gao, Changming Sun arXiv_CV arXiv_CV  Embedding  Pose  Action  Classification  Relation  Few-Shot  Image_Classification  PDF
• 2021-06-13 DMSANet: Dual Multi Scale Attention Network    Abhinav Sagar arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Detection  Object_Detection  Attention  CNN  Image_Classification  PDF
• 2021-06-13 An Interaction-based Convolutional Neural Network Towards Better Understanding of COVID-19 X-ray Images    Shaw-Hwa Lo, Yiqiao Yin arXiv_CV arXiv_CV  Pose  Action  Classification  Deep_Learning  CNN  Image_Classification  Prediction  PDF
• 2021-06-12 Disrupting Model Training with Adversarial Shortcuts    Ivan Evtimov, Ian Covert, Aditya Kusupati, Tadayoshi Kohno arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-06-11 HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers    Mingyu Ding, Xiaochen Lian, Linjie Yang, Peng Wang, Xiaojie Jin, Zhiwu Lu, Ping Luo arXiv_CV arXiv_CV  Transformer  NAS  Segmentation  Semantic_Segmentation  Pose_Estimation  Pose  Classification  Detection  CNN  Image_Classification  Prediction  PDF
• 2021-06-11 AugNet: End-to-End Unsupervised Visual Representation Learning with Image Augmentation    Mingxiang Chen, Zhanguo Chang, Haonan Lu, Bitao Yang, Zhuang Li, Liufang Guo, Zhecheng Wang arXiv_CV arXiv_CV  Embedding  Unsupervised  Represenation_Learning  Image_Retrieval  Pose  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-06-11 MlTr: Multi-label Classification with Transformer    Xing Cheng, Hezheng Lin, Xiangyu Wu, Fan Yang, Dong Shen, Zhongyuan Wang, Nian Shi, Honglin Liu arXiv_CV arXiv_CV  Transformer  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2021-06-10 Self-Supervised 3D Hand Pose Estimation from monocular RGB via Contrastive Learning    Adrian Spurr, Aneesh Dahiya, Xucong Zhang, Xi Wang, Otmar Hilliges arXiv_CV arXiv_CV  3D  Represenation_Learning  Pose_Estimation  Self-Supervised  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-06-10 Deep neural network loses attention to adversarial images    Shashank Kotyan, Danilo Vasconcellos Vargas arXiv_AI arXiv_AI  Gradient_Descent  Salient  Adversarial  Classification  Attention  Image_Classification  PDF
• 2021-06-09 Rethink Transfer Learning in Medical Image Classification    Le Peng, Hengyue Liang, Taihui Li, Ju Sun arXiv_CV arXiv_CV  Transfer_Learning  Classification  Medical  CNN  Image_Classification  PDF
• 2021-06-09 Salient Positions based Attention Network for Image Classification    Sheng Fang, Kaiyu Li, Zhe Li arXiv_CV arXiv_CV  Salient  Knowledge  Pose  Classification  Attention  Image_Classification  PDF
• 2021-06-09 CLCC: Contrastive Learning for Color Constancy    Yi-Chen Lo, Chia-Che Chang, Hsuan-Chao Chiu, Yu-Hao Huang, Chia-Ping Chen, Yu-Lin Chang, Kevin Jou arXiv_CV arXiv_CV  Sparse  Contrastive_Learning  Classification  Deep_Learning  Image_Classification  PDF
• 2021-06-09 Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection    Hritam Basak, Rohit Kundu, Sukanta Chakraborty, Nibaran Das arXiv_AI arXiv_AI  Optimization  Pose  Classification  Deep_Learning  Detection  CNN  Image_Classification  Prediction  PDF
• 2021-06-08 Explainable AI for medical imaging: Explaining pneumothorax diagnoses with Bayesian Teaching    Tomas Folke, Scott Cheng-Hsin Yang, Sean Anderson, Patrick Shafto arXiv_AI arXiv_AI  Pose  Classification  Medical  Image_Classification  PDF
• 2021-06-08 SpaceMeshLab: Spatial Context Memoization and Meshgrid Atrous Convolution Consensus for Semantic Segmentation    Taehun Kim, Jinseong Kim, Daijin Kim arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Pose  Classification  Image_Classification  PDF
• 2021-06-07 Reveal of Vision Transformers Robustness against Adversarial Attacks    Ahmed Aldahdooh, Wassim Hamidouche, Olivier Deforges arXiv_CV arXiv_CV  Transformer  Adversarial  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2021-06-07 Refiner: Refining Self-attention for Vision Transformers    Daquan Zhou, Yujun Shi, Bingyi Kang, Weihao Yu, Zihang Jiang, Yuan Li, Xiaojie Jin, Qibin Hou, Jiashi Feng arXiv_CV arXiv_CV  Transformer  Classification  Attention  Image_Classification  PDF
• 2021-06-07 Shuffle Transformer: Rethinking Spatial Shuffle for Vision Transformer    Zilong Huang, Youcheng Ben, Guozhong Luo, Pei Cheng, Gang Yu, Bin Fu arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2021-06-07 Making EfficientNet More Efficient: Exploring Batch-Independent Normalization, Group Convolutions and Reduced Resolution Training    Dominic Masters, Antoine Labatie, Zach Eaton-Rosen, Carlo Luschi arXiv_CV arXiv_CV  Classification  Image_Classification  Inference  PDF
• 2021-06-07 An Intelligent Hybrid Model for Identity Document Classification    Nouna Khandan arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-06-07 Representation mitosis in wide neural networks    Diego Doimo, Aldo Glielmo, Sebastian Goldt, Alessandro Laio arXiv_CV arXiv_CV  Classification  Deep_Learning  Image_Classification  PDF
• 2021-06-05 An End-to-End Breast Tumour Classification Model Using Context-Based Patch Modelling- A BiLSTM Approach for Image Classification    Suvidha Tripathi, Satish Kumar Singh, Hwee Kuan Lee arXiv_AI arXiv_AI  RNN  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-06-05 Semi-Supervised Domain Adaptation via Adaptive and Progressive Feature Alignment    Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Image_Classification  PDF
• 2021-06-04 Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics    Bhavin Choksi, Milad Mozafari, Callum Biggs O'May, Benjamin Ador, Andrea Alamia, Rufin VanRullen arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Pose  Classification  Activity  CNN  Image_Classification  PDF
• 2021-06-04 Efficient Classification of Very Large Images with Tiny Objects    Fanjie Kong, Ricardo Henao arXiv_CV arXiv_CV  Face  Action  Classification  Attention  Medical  CNN  Image_Classification  PDF
• 2021-06-04 RegionViT: Regional-to-Local Attention for Vision Transformers    Chun-Fu Chen, Rameswar Panda, Quanfu Fan arXiv_CV arXiv_CV  Transformer  Recognition  Pose  Action_Recognition  Action  Classification  Detection  Object_Detection  Attention  CNN  Image_Classification  PDF
• 2021-06-04 Improve the Interpretability of Attention: A Fast, Accurate, and Interpretable High-Resolution Attention Model    Tristan Gomez, Suiyi Ling, Thomas Fréour, Harold Mouchère arXiv_CV arXiv_CV  Person_Re-identification  Pose  Classification  Few-Shot  Attention  Re-identification  Image_Classification  Prediction  PDF
• 2021-06-04 A New Gastric Histopathology Subsize Image Database for Classification Algorithm Test: from Linear Regression to Visual Transformer    Weiming Hu, Chen Li, Xiaoyan Li, Haoyuan Chen, Wanli Liu, Changhao Sun, Marcin Grzegorzek arXiv_CV arXiv_CV  Transformer  Classification  Image_Classification  PDF
• 2021-06-03 Stochastic Whitening Batch Normalization    Shengdong Zhang, Ehsan Nezhadarya, Homa Fashandi, Jiayi Liu, Darin Graham, Mohak Shah arXiv_CV arXiv_CV  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-06-03 Nonuniform Defocus Removal for Image Classification    Nguyen Hieu Thao, Oleg Soloviev, Jacques Noom, Michel Verhaegen arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2021-06-03 A Comparison for Anti-noise Robustness of Deep Learning Classification Methods on a Tiny Object Image Dataset: from Convolutional Neural Network to Visual Transformer and Performer    Ao Chen, Chen Li, Haoyuan Chen, Hechen Yang, Peng Zhao, Weiming Hu, Wanli Liu, Shuojia Zou, Marcin Grzegorzek arXiv_CV arXiv_CV  Transformer  Review  Adversarial  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-06-03 Denoising and Optical and SAR Image Classifications Based on Feature Extraction and Sparse Representation    Battula Balnarsaiah, G Rajitha arXiv_CV arXiv_CV  Sparse  Action  Classification  Relation  Denoising  Image_Classification  PDF
• 2021-06-03 TVDIM: Enhancing Image Self-Supervised Pretraining via Noisy Text Data    Pengda Qin, Yuhong Li arXiv_CL arXiv_CL  Self-Supervised  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-06-03 Attention-Guided Supervised Contrastive Learning for Semantic Segmentation    Ho Hin Lee, Yucheng Tang, Qi Yang, Xin Yu, Shunxing Bao, Bennett A. Landman, Yuankai Huo arXiv_AI arXiv_AI  Segmentation  Embedding  Semantic_Segmentation  Pose  Contrastive_Learning  Classification  Attention  GAN  Medical  Image_Classification  Prediction  PDF
• 2021-06-02 Towards Robust Classification Model by Counterfactual and Invariant Data Generation    Chun-Hao Chang, George Alexandru Adam, Anna Goldenberg arXiv_AI arXiv_AI  Salient  Pose  Classification  Relation  Image_Classification  Prediction  PDF
• 2021-06-01 Fidelity Estimation Improves Noisy-Image Classification with Pretrained Networks    Xiaoyu Lin, Deblina Bhattacharjee, Majed El Helou, Sabine Süsstrunk arXiv_CV arXiv_CV  Restoration  Pose  Classification  Deep_Learning  Attention  CNN  Image_Classification  PDF
• 2021-06-01 Hyperspectral Band Selection for Multispectral Image Classification with Convolutional Networks    Giorgio Morales, John Sheppard, Riley Logan, Joseph Shaw arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2021-06-01 Reconciliation of Statistical and Spatial Sparsity For Robust Image and Image-Set Classification    Hao Cheng, Kim-Hui Yap, Bihan Wen arXiv_CV arXiv_CV  Image_Caption  Sparse  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-06-01 Rethinking Pseudo Labels for Semi-Supervised Object Detection    Hengduo Li, Zuxuan Wu, Abhinav Shrivastava, Larry S. Davis arXiv_CV arXiv_CV  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-05-31 MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens    Jiemin Fang, Lingxi Xie, Xinggang Wang, Xiaopeng Zhang, Wenyu Liu, Qi Tian arXiv_CV arXiv_CV  Transformer  Recognition  Pose  Classification  Detection  Object_Detection  Attention  CNN  Image_Classification  Inference  PDF
• 2021-05-31 Analysis of convolutional neural network image classifiers in a hierarchical max-pooling model with additional local pooling    Benjamin Walter arXiv_CV arXiv_CV  Classification  CNN  Image_Classification  PDF
• 2021-05-31 Scorpion detection and classification systems based on computer vision and deep learning for health security purposes    Francisco Luis Giambelluca, Marcelo A. Cappelletti, Jorge Osio, Luis A. Giambelluca arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Detection  Object_Detection  Image_Classification  PDF
• 2021-05-31 Bounded logit attention: Learning to explain image classifiers    Thomas Baumhauer, Djordje Slijepcevic, Matthias Zeppelzauer arXiv_AI arXiv_AI  Transfer_Learning  Pose  Classification  Attention  CNN  Image_Classification  Prediction  PDF
• 2021-05-31 Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent    Anis Elgabli, Chaouki Ben Issaid, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  PDF
• 2021-05-31 Dual-stream Network for Visual Recognition    Mingyuan Mao, Renrui Zhang, Honghui Zheng, Peng Gao, Teli Ma, Yan Peng, Errui Ding, Shumin Han arXiv_CV arXiv_CV  Transformer  Segmentation  Recognition  Pose  Action  Classification  Detection  Object_Detection  Image_Classification  Prediction  PDF
• 2021-05-30 High Performance Hyperspectral Image Classification using Graphics Processing Units    Mahmoud Hossam arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Detection  Image_Classification  Autonomous  PDF
• 2021-05-30 EPSANet: An Efficient Pyramid Split Attention Block on Convolutional Neural Network    Hu Zhang, Keke Zu, Jian Lu, Yuru Zou, Deyu Meng arXiv_CV arXiv_CV  Segmentation  Embedding  Pose  Classification  Detection  Object_Detection  Attention  CNN  Image_Classification  PDF
• 2021-05-30 Transformer-Based Deep Image Matching for Generalizable Person Re-identification    Shengcai Liao, Ling Shao arXiv_CV arXiv_CV  Transformer  Person_Re-identification  Represenation_Learning  Pose  Classification  Attention  Re-identification  Image_Classification  Prediction  Matching  PDF
• 2021-05-29 A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification    Qiqi Zhu, Weihuan Deng, Zhuo Zheng, Yanfei Zhong, Qingfeng Guan, Weihua Lin, Liangpei Zhang, Deren Li arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Attention  CNN  Image_Classification  PDF
• 2021-05-29 Less is More: Pay Less Attention in Vision Transformers    Zizheng Pan, Bohan Zhuang, Haoyu He, Jing Liu, Jianfei Cai arXiv_CV arXiv_CV  Transformer  Segmentation  Recognition  Pose  Classification  Deep_Learning  Detection  Object_Detection  Attention  CNN  Image_Classification  Inference  Prediction  PDF
• 2021-05-29 FoveaTer: Foveated Transformer for Image Classification    Aditya Jonnalagadda, William Wang, Miguel P. Eckstein arXiv_CV arXiv_CV  Transformer  Adversarial  Pose  Action  Classification  Attention  Image_Classification  PDF
• 2021-05-29 EDDA: Explanation-driven Data Augmentation to Improve Model and Explanation Alignment    Ruiwen Li (co-first author), Zhibo Zhang (co-first author), Jiani Li, Scott Sanner, Jongseong Jang, Yeonjeong Jeong, Dongsub Shim arXiv_AI arXiv_AI  Salient  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-05-28 A systematic review of transfer learning based approaches for diabetic retinopathy detection    Burcu Oltu, Büşra Kübra Karaca, Hamit Erdem, Atilla Özgür arXiv_CV arXiv_CV  Transfer_Learning  Review  Classification  Detection  Medical  CNN  Image_Classification  PDF
• 2021-05-28 AutoSampling: Search for Effective Data Sampling Schedules    Ming Sun, Haoxuan Dou, Baopu Li, Lei Cui, Junjie Yan, Wanli Ouyang arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-05-28 ResT: An Efficient Transformer for Visual Recognition    Qinglong Zhang, Yubin Yang arXiv_CV arXiv_CV  Transformer  Embedding  Recognition  Pose  Action  Classification  Attention  Image_Classification  PDF
• 2021-05-27 Training With Data Dependent Dynamic Learning Rates    Shreyas Saxena, Nidhi Vyas, Dennis DeCoste arXiv_AI arXiv_AI  Optimization  Pose  Classification  Image_Classification  PDF
• 2021-05-26 ViPTT-Net: Video pretraining of spatio-temporal model for tuberculosis type classification from chest CT scans    Hasib Zunair, Aimon Rahman, Nabeel Mohammed arXiv_CV arXiv_CV  3D  RNN  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2021-05-26 Aggregating Nested Transformers    Zizhao Zhang, Han Zhang, Long Zhao, Ting Chen, Tomas Pfister arXiv_CV arXiv_CV  Transformer  Pose  Classification  Image_Classification  PDF
• 2021-05-26 Dynamic Probabilistic Pruning: A general framework for hardware-constrained pruning at different granularities    Lizeth Gonzalez-Carabarin, Iris A.M. Huijben, Bastiaan S. Veeling, Alexandre Schmid, Ruud J.G. van Sloun arXiv_CV arXiv_CV  Quantization  Optimization  Sparse  Pose  Classification  Deep_Learning  GAN  Image_Classification  PDF
• 2021-05-26 Predict then Interpolate: A Simple Algorithm to Learn Stable Classifiers    Yujia Bao, Shiyu Chang, Regina Barzilay arXiv_AI arXiv_AI  Text_Classification  Optimization  Pose  Classification  Relation  Image_Classification  Prediction  PDF
• 2021-05-24 FedScale: Benchmarking Model and System Performance of Federated Learning    Fan Lai, Yinwei Dai, Xiangfeng Zhu, Mosharaf Chowdhury arXiv_AI arXiv_AI  Recognition  Reinforcement_Learning  Optimization  Speech  Classification  Detection  Object_Detection  Speech_Recognition  Image_Classification  Language_Model  PDF
• 2021-05-24 StructuralLM: Structural Pre-training for Form Understanding    Chenliang Li, Bin Bi, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si arXiv_CL arXiv_CL  Image_Caption  Pose  Action  Classification  VQA  Image_Classification  Language_Model  PDF
• 2021-05-24 Pulmonary embolism identification in computerized tomography pulmonary angiography scans with deep learning technologies in COVID-19 patients    Chairi Kiourt, Georgios Feretzakis, Konstantinos Dalamarinis, Dimitris Kalles, Georgios Pantos, Ioannis Papadopoulos, Spyros Kouris, George Ioannakis, Evangelos Loupelis, Aikaterini Sakagianni arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2021-05-22 PLM: Partial Label Masking for Imbalanced Multi-label Classification    Kevin Duarte, Yogesh S. Rawat, Mubarak Shah arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-05-21 Compressing Deep CNNs using Basis Representation and Spectral Fine-tuning    Muhammad Tayyab, Fahad Ahmad Khan, Abhijit Mahalanobis arXiv_CV arXiv_CV  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2021-05-21 Extremely Lightweight Quantization Robust Real-Time Single-Image Super Resolution for Mobile Devices    Mustafa Ayazoglu arXiv_AI arXiv_AI  Reconstruction  Quantization  Super_Resolution  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-05-21 Rotation invariant CNN using scattering transform for image classification    Rosemberg Rodriguez Salas (LIGM), Eva Dokladalova (LIGM), Petr Dokládal (CMM) arXiv_CV arXiv_CV  3D  Pose  Classification  CNN  Image_Classification  Prediction  PDF
• 2021-05-21 Safety Metrics for Semantic Segmentation in Autonomous Driving    Chih-Hong Cheng, Alois Knoll, Hsuan-Cheng Liao arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  Image_Classification  Autonomous  PDF
• 2021-05-21 Visual representation of negation: Real world data analysis on comic image design    Yuri Sato, Koji Mineshima, Kazuhiro Ueda arXiv_AI arXiv_AI  Image_Caption  Knowledge  Classification  Deep_Learning  Caption  Image_Classification  PDF
• 2021-05-20 Opening Deep Neural Networks with Generative Models    Marcos Vendramini, Hugo Oliveira, Alexei Machado, Jefersson A. dos Santos arXiv_CV arXiv_CV  Recognition  Knowledge  Pose  Classification  CNN  Image_Classification  Prediction  PDF
• 2021-05-20 AnaXNet: Anatomy Aware Multi-label Finding Classification in Chest X-ray    Nkechinyere N. Agu, Joy T. Wu, Hanqing Chao, Ismini Lourentzou, Arjun Sharma, Mehdi Moradi, Pingkun Yan, James Hendler arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Detection  Relation  CNN  Image_Classification  PDF
• 2021-05-20 Intra-Model Collaborative Learning of Neural Networks    Shijie Fang, Tong Lin arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-05-20 Superpixel-based Domain-Knowledge Infusion in Computer Vision    Gunjan Chhablani, Abheesht Sharma, Harshit Pandey, Tirtharaj Dash arXiv_CV arXiv_CV  Recognition  Knowledge  Pose  Face  Classification  Detection  Relation  Face_Recognition  CNN  Image_Classification  PDF
• 2021-05-19 Correlated Input-Dependent Label Noise in Large-Scale Image Classification    Mark Collier, Basil Mustafa, Efi Kokiopoulou, Rodolphe Jenatton, Jesse Berent arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-05-19 Prototype Guided Federated Learning of Visual Feature Representations    Umberto Michieli, Mete Ozay arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Optimization  Knowledge  Pose  Classification  Relation  Attention  Image_Classification  Prediction  PDF
• 2021-05-19 A Lightweight Privacy-Preserving Scheme Using Label-based Pixel Block Mixing for Image Classification in Deep Learning    Yuexin Xiang, Tiantian Li, Wei Ren, Tianqing Zhu, Kim-Kwang Raymond Choo arXiv_CV arXiv_CV  Pose  Face  Classification  Deep_Learning  Image_Classification  PDF
• 2021-05-17 Deep Metric Learning for Few-Shot Image Classification: A Selective Review    Xiaoxu Li, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Review  Survey  Classification  Deep_Learning  Few-Shot  Image_Classification  PDF
• 2021-05-17 BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval    Gencer Sumbul, Arne de Wall, Tristan Kreuziger, Filipe Marcelino, Hugo Costa, Pedro Benevides, Mário Caetano, Begüm Demir, Volker Markl arXiv_CV arXiv_CV  Scene_Classification  Image_Retrieval  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-05-17 Large-Scale Unsupervised Person Re-Identification with Contrastive Learning    Weiquan Huang, Yan Bai, Qiuyu Ren, Xinbo Zhao, Ming Feng, Yin Wang arXiv_CV arXiv_CV  Surveillance  Person_Re-identification  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Re-identification  Image_Classification  PDF
• 2021-05-17 Dermoscopic Image Classification with Neural Style Transfer    Yutong Li, Ruoqing Zhu, Annie Qu, Mike Yeh arXiv_CV arXiv_CV  Transfer_Learning  Style_Transfer  Pose  Classification  Image_Classification  PDF
• 2021-05-16 Is Image Size Important? A Robustness Comparison of Deep Learning Methods for Multi-scale Cell Image Classification Tasks: from Convolutional Neural Networks to Visual Transformers    Wanli Liu, Chen Li, Hongzan Sun, Weiming Hu, Haoyuan Chen, Changhao Sun, Marcin Grzegorzek arXiv_CV arXiv_CV  Transformer  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2021-05-16 Semi-Supervised Classification and Segmentation on High Resolution Aerial Images    Sahil Khose, Abhiraj Tiwari, Ankita Ghosh arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Pose  Classification  Image_Classification  PDF
• 2021-05-16 Real-time Detection of Practical Universal Adversarial Perturbations    Kenneth T. Co, Luis Muñoz-González, Leslie Kanthan, Emil C. Lupu arXiv_AI arXiv_AI  Adversarial  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-05-15 Rethinking Skip Connection with Layer Normalization in Transformers and ResNets    Fenglin Liu, Xuancheng Ren, Zhiyuan Zhang, Xu Sun, Yuexian Zou arXiv_CV arXiv_CV  Transformer  Optimization  Pose  Classification  Image_Classification  PDF
• 2021-05-15 Analyzing Images for Music Recommendation    Anant Baijal, Vivek Agarwal, Danny Hyun arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  Recommendation  PDF
• 2021-05-14 MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations    Taojiannan Yang, Sijie Zhu, Matias Mendieta, Pu Wang, Ravikumar Balakrishnan, Minwoo Lee, Tao Han, Mubarak Shah, Chen Chen arXiv_CV arXiv_CV  Segmentation  Recognition  3D  Knowledge  Pose  Action_Recognition  Action  Classification  Detection  Object_Detection  Image_Classification  Inference  PDF
• 2021-05-13 Contrastive Learning of Image Representations with Cross-Video Cycle-Consistency    Haiping Wu, Xiaolong Wang arXiv_CV arXiv_CV  Image_Caption  Tracking  Recognition  Object_Tracking  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Classification  Relation  Image_Classification  PDF
• 2021-05-13 Adaptive Test-Time Augmentation for Low-Power CPU    Luca Mocerino, Roberto G. Rizzo, Valentino Peluso, Andrea Calimera, Enrico Macii arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  Inference  Prediction  PDF
• 2021-05-12 Segmenter: Transformer for Semantic Segmentation    Robin Strudel, Ricardo Garcia, Ivan Laptev, Cordelia Schmid arXiv_AI arXiv_AI  Transformer  Segmentation  Embedding  Semantic_Segmentation  Classification  Image_Classification  PDF
• 2021-05-12 Label Geometry Aware Discriminator for Conditional Generative Networks    Suman Sapkota, Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Tae-Kyun Kim arXiv_CV arXiv_CV  Image_Generation  Adversarial  Pose  Face  Classification  GAN  Image_Classification  Prediction  PDF
• 2021-05-12 A Novel Uncertainty-aware Collaborative Learning Method for Remote Sensing Image Classification Under Multi-Label Noise    Ahmet Kerem Aksoy, Mahdyar Ravanbakhsh, Tristan Kreuziger, Begum Demir arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-05-11 Image Classification with Classic and Deep Learning Techniques    Òscar Lorente, Ian Riera, Aditya Rana arXiv_CV arXiv_CV  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-05-11 A Feature Fusion-Net Using Deep Spatial Context Encoder and Nonstationary Joint Statistical Model for High Resolution SAR Image Classification    Wenkai Liang, Yan Wu, Ming Li, Peng Zhang, Yice Cao, Xin Hu arXiv_CV arXiv_CV  Pose  Classification  Relation  CNN  Image_Classification  PDF
• 2021-05-10 An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle Imagery    Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Nesrine Atitallah, Henda Ben Ghézala arXiv_CV arXiv_CV  Surveillance  Recognition  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-05-10 A framework for the automation of testing computer vision systems    Franz Wotawa, Lorenz Klampfl, Ledio Jahaj arXiv_CV arXiv_CV  Surveillance  Recognition  Face  Classification  Image_Classification  PDF
• 2021-05-10 AFINet: Attentive Feature Integration Networks for Image Classification    Xinglin Pan, Jing Xu, Yu Pan, liangjian Wen, WenXiang Lin, Kun Bai, Zenglin Xu arXiv_CV arXiv_CV  Classification  Relation  CNN  Image_Classification  PDF
• 2021-05-10 In-Hindsight Quantization Range Estimation for Quantized Training    Marios Fournarakis, Markus Nagel arXiv_AI arXiv_AI  Quantization  Pose  Classification  Image_Classification  Inference  PDF
• 2021-05-10 Robust Training Using Natural Transformation    Shuo Wang, Lingjuan Lyu, Surya Nepal, Carsten Rudolph, Marthie Grobler, Kristen Moore arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Adversarial  Classification  Deep_Learning  GAN  Image_Classification  PDF
• 2021-05-09 Truly shift-equivariant convolutional neural networks with adaptive polyphase upsampling    Anadi Chaman, Ivan Dokmanić arXiv_CV arXiv_CV  Reconstruction  Pose  Classification  CNN  Image_Classification  PDF
• 2021-05-09 DiagSet: a dataset for prostate cancer histopathological image classification    Michał Koziarski, Bogusław Cyganek, Bogusław Olborski, Zbigniew Antosz, Marcin Żydak, Bogdan Kwolek, Paweł Wąsowicz, Andrzej Bukała, Jakub Swadźba, Piotr Sitkowski arXiv_CV arXiv_CV  Recognition  Pose  Classification  Detection  Image_Classification  Prediction  PDF
• 2021-05-08 MetaKernel: Learning Variational Random Features with Limited Labels    Yingjun Du, Haoliang Sun, Xiantong Zhen, Jun Xu, Yilong Yin, Ling Shao, Cees G. M. Snoek arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Few-Shot  Image_Classification  Inference  PDF
• 2021-05-07 ResMLP: Feedforward networks for image classification with data-efficient training    Hugo Touvron, Piotr Bojanowski, Mathilde Caron, Matthieu Cord, Alaaeldin El-Nouby, Edouard Grave, Armand Joulin, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-05-07 Exploring Instance Relations for Unsupervised Feature Embedding    Yifei Zhang, Yu Zhou, Weiping Wang arXiv_CV arXiv_CV  Embedding  Unsupervised  Pose  Contrastive_Learning  Classification  Relation  Image_Classification  PDF
• 2021-05-07 Few-Shot Learning for Image Classification of Common Flora    Joshua Ball arXiv_CV arXiv_CV  Transfer_Learning  Classification  Few-Shot  CNN  Image_Classification  PDF
• 2021-05-06 Two4Two: Evaluating Interpretable Machine Learning - A Synthetic Dataset For Controlled Experiments    Martin Schuessler, Philipp Weiß, Leon Sixt arXiv_AI arXiv_AI  3D  Classification  Image_Classification  PDF
• 2021-05-06 Sparse convolutional context-aware multiple instance learning for whole slide image classification    Marvin Lerousseau, Maria Vakalopoulou, Nikos Paragios, Eric Deutsch arXiv_CV arXiv_CV  Sparse  Classification  CNN  Image_Classification  PDF
• 2021-05-06 Do You Even Need Attention? A Stack of Feed-Forward Layers Does Surprisingly Well on ImageNet    Luke Melas-Kyriazi arXiv_CV arXiv_CV  Transformer  Embedding  Classification  Attention  Image_Classification  PDF
• 2021-05-06 VideoLT: Large-scale Long-tailed Video Recognition    Xing Zhang, Zuxuan Wu, Zejia Weng, Huazhu Fu, Jingjing Chen, Yu-Gang Jiang, Larry Davis arXiv_CV arXiv_CV  Recognition  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-05-05 Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks    Meng-Hao Guo, Zheng-Ning Liu, Tai-Jiang Mu, Shi-Min Hu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  Pose  Classification  Relation  Attention  Image_Classification  PDF
• 2021-05-05 A CNN With Multi-scale Convolution for Hyperspectral Image Classification using Target-Pixel-Orientation scheme    Jayasree Saha, Yuvraj Khanna, Jayanta Mukherjee arXiv_CV arXiv_CV  3D  Pose  Action  Classification  Image_Classification  PDF
• 2021-05-05 Perceptual Gradient Networks    Dmitry Nikulin, Roman Suvorov, Aleksei Ivakhnenko, Victor Lempitsky arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-05-05 MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space    Rui Huang, Yixuan Li arXiv_CV arXiv_CV  Pose  Classification  Detection  Image_Classification  Inference  PDF
• 2021-05-04 MLP-Mixer: An all-MLP Architecture for Vision    Ilya Tolstikhin, Neil Houlsby, Alexander Kolesnikov, Lucas Beyer, Xiaohua Zhai, Thomas Unterthiner, Jessica Yung, Daniel Keysers, Jakob Uszkoreit, Mario Lucic, Alexey Dosovitskiy arXiv_AI arXiv_AI  Transformer  Regularization  Classification  Attention  CNN  Image_Classification  Inference  PDF
• 2021-05-03 Synthetic Data for Model Selection    Matan Fintz, Alon Shoshan, Nadav Bhonker, Igor Kviatkovsky, Gerard Medioni arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-05-02 GRNN: Generative Regression Neural Network -- A Data Leakage Attack for Federated Learning    Hanchi Ren, Jingjing Deng, Xianghua Xie arXiv_CV arXiv_CV  RNN  Adversarial  Pose  Face  Classification  Deep_Learning  GAN  Re-identification  Image_Classification  PDF
• 2021-05-02 Subspace Representation Learning for Few-shot Image Classification    Ting-Yao Hu, Zhi-Qi Cheng, Alexander G. Hauptmann arXiv_CV arXiv_CV  Represenation_Learning  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-04-30 Embedding Semantic Hierarchy in Discrete Optimal Transport for Risk Minimization    Yubin Ge, Site Li, Xuyang Li, Fangfang Fan, Wanqing Xie, Jane You, Xiaofeng Liu arXiv_CV arXiv_CV  Embedding  Optimization  Pose  Classification  Relation  Image_Classification  Prediction  PDF
• 2021-04-30 Submodular Mutual Information for Targeted Data Subset Selection    Suraj Kothawade, Vishal Kaushal, Ganesh Ramakrishnan, Jeff Bilmes, Rishabh Iyer arXiv_CV arXiv_CV  Classification  Deep_Learning  Image_Classification  PDF
• 2021-04-30 Black-box adversarial attacks using Evolution Strategies    Hao Qiu, Leonardo Lucio Custode, Giovanni Iacca arXiv_CV arXiv_CV  Optimization  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-04-30 Deep Image Destruction: A Comprehensive Study on Vulnerability of Deep Image-to-Image Models against Adversarial Attacks    Jun-Ho Choi, Huan Zhang, Jun-Hyuk Kim, Cho-Jui Hsieh, Jong-Seok Lee arXiv_CV arXiv_CV  Adversarial  Quantitative  Classification  Image_Classification  PDF
• 2021-04-30 Unsupervised data augmentation for object detection    Yichen Zhang, Zeyang Song, Wenbo Li arXiv_CV arXiv_CV  Unsupervised  Adversarial  Pose  Classification  Detection  Object_Detection  GAN  Image_Classification  PDF
• 2021-04-30 GM-MLIC: Graph Matching based Multi-Label Image Classification    Yanan Wu, He Liu, Songhe Feng, Yi Jin, Gengyu Lyu, Zizhang Wu arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Relation  Image_Classification  Prediction  Matching  PDF
• 2021-04-29 Ensembling with Deep Generative Views    Lucy Chai, Jun-Yan Zhu, Eli Shechtman, Phillip Isola, Richard Zhang arXiv_CV arXiv_CV  Reconstruction  Pose  Face  Classification  GAN  Image_Classification  PDF
• 2021-04-29 GasHis-Transformer: A Multi-scale Visual Transformer Approach for Gastric Histopathology Image Classification    Haoyuan Chen, Chen Li, Xiaoyan Li, Ge Wang, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Yudong Yao, Marcin Grzegorzek arXiv_CV arXiv_CV  Transformer  Recognition  Pose  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2021-04-29 Locality Constrained Analysis Dictionary Learning via K-SVD Algorithm    Kun Jiang, Zhaoli Liu, Zheng Liu, Qindong Sun arXiv_CV arXiv_CV  Sparse  Regularization  Pose  Classification  Image_Classification  PDF
• 2021-04-29 Hardware Architecture of Embedded Inference Accelerator and Analysis of Algorithms for Depthwise and Large-Kernel Convolutions    Tse-Wei Chen, Wei Tao, Deyu Wang, Dongchao Wen, Kinya Osa, Masami Kato arXiv_CV arXiv_CV  Face_Detection  Pose  Face  Classification  Detection  CNN  Image_Classification  Inference  PDF
• 2021-04-28 EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion    Christos Kyrkou, Theocharis Theocharides arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Drone  CNN  Image_Classification  Inference  PDF
• 2021-04-28 Filter Distribution Templates in Convolutional Networks for Image Classification Tasks    Ramon Izquierdo-Cordova, Walterio Mayol-Cuevas arXiv_CV arXiv_CV  NAS  Classification  CNN  Image_Classification  PDF
• 2021-04-28 Zero-Shot Detection via Vision and Language Knowledge Distillation    Xiuye Gu, Tsung-Yi Lin, Weicheng Kuo, Yin Cui arXiv_AI arXiv_AI  Embedding  Zero-Shot  Knowledge  Pose  Classification  Detection  Object_Detection  Image_Classification  Inference  PDF
• 2021-04-28 Boosting Co-teaching with Compression Regularization for Label Noise    Yingyi Chen, Xi Shen, Shell Xu Hu, Johan A.K. Suykens arXiv_CV arXiv_CV  Regularization  Pose  Classification  Image_Classification  PDF
• 2021-04-28 Deep Neural Networks Based Weight Approximation and Computation Reuse for 2-D Image Classification    Mohammed F. Tolba, Huruy Tekle Tesfai, Hani Saleh, Baker Mohammad, Mahmoud Al-Qutayri arXiv_CV arXiv_CV  Recognition  Pose  Classification  Image_Classification  Inference  PDF
• 2021-04-28 Deep Domain Generalization with Feature-norm Network    Mohammad Mahfujur Rahman, Clinton Fookes, Sridha Sridharan arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-04-27 ConTNet: Why not use convolution and transformer at the same time?    Haotian Yan, Zhe Li, Weijian Li, Changhu Wang, Ming Wu, Chuang Zhang arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  Prediction  PDF
• 2021-04-27 Explaining in Style: Training a GAN to explain a classifier in StyleSpace    Oran Lang, Yossi Gandelsman, Michal Yarom, Yoav Wald, Gal Elidan, Avinatan Hassidim, William T. Freeman, Phillip Isola, Amir Globerson, Michal Irani, Inbar Mosseri arXiv_CV arXiv_CV  Pose  Face  Classification  GAN  Image_Classification  PDF
• 2021-04-27 Rethinking BiSeNet For Real-time Semantic Segmentation    Mingyuan Fan, Shenqi Lai, Junshi Huang, Xiaoming Wei, Zhenhua Chai, Junfeng Luo, Xiaolin Wei arXiv_CV arXiv_CV  Image_Caption  Segmentation  Semantic_Segmentation  Pose  Classification  Image_Classification  Inference  PDF
• 2021-04-27 Watershed of Artificial Intelligence: Human Intelligence, Machine Intelligence, and Biological Intelligence    Li Weigang, Liriam Enamoto, Denise Leyi Li, Geraldo Pereira Rocha Filho arXiv_AI arXiv_AI  Knowledge  Review  Pose  Classification  Detection  Image_Classification  PDF
• 2021-04-26 SGNet: A Super-class Guided Network for Image Classification and Object Detection    Kaidong Li, Nina Y. Wang, Yiju Yang, Guanghui Wang arXiv_CV arXiv_CV  Pose  Classification  Detection  Object_Detection  Image_Classification  Inference  Prediction  PDF
• 2021-04-26 Multimodal Contrastive Training for Visual Representation Learning    Xin Yuan, Zhe Lin, Jason Kuen, Jianming Zhang, Yilin Wang, Michael Maire, Ajinkya Kale, Baldo Faieta arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Classification  Detection  Relation  Object_Detection  Image_Classification  Prediction  PDF
• 2021-04-26 Balancing Constraints and Submodularity in Data Subset Selection    Srikumar Ramalingam, Daniel Glasner, Kaushal Patel, Raviteja Vemulapalli, Sadeep Jayasumana, Sanjiv Kumar arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-04-26 HAO: Hardware-aware neural Architecture Optimization for Efficient Inference    Zhen Dong, Yizhao Gao, Qijing Huang, John Wawrzynek, Hayden K.H. So, Kurt Keutzer arXiv_CV arXiv_CV  NAS  Quantization  Optimization  Classification  Image_Classification  Inference  PDF
• 2021-04-26 Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets    Yuan-Hong Liao, Amlan Kar, Sanja Fidler arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-04-26 Good Artists Copy, Great Artists Steal: Model Extraction Attacks Against Image Translation Generative Adversarial Networks    Sebastian Szyller, Vasisht Duddu, Tommi Gröndahl, N. Asokan arXiv_CV arXiv_CV  Style_Transfer  Super_Resolution  Adversarial  Face  Action  Classification  GAN  Image_Classification  Inference  PDF
• 2021-04-26 Mutual Contrastive Learning for Visual Representation Learning    Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Contrastive_Learning  Action  Classification  Few-Shot  Image_Classification  PDF
• 2021-04-26 Wise-SrNet: A Novel Architecture for Enhancing Image Classification by Learning Spatial Resolution of Feature Maps    Mohammad Rahimzadeh, Soroush Parvin, Elnaz Safi, Mohammad Reza Mohammadi arXiv_AI arXiv_AI  Pose  Classification  CNN  Image_Classification  PDF
• 2021-04-25 3D/2D regularized CNN feature hierarchy for Hyperspectral image classification    Muhammad Ahmad, Manuel Mazzara, Salvatore Distefano arXiv_CV arXiv_CV  3D  Regularization  Pose  Classification  CNN  Image_Classification  PDF
• 2021-04-25 ASPCNet: A Deep Adaptive Spatial Pattern Capsule Network for Hyperspectral Image Classification    Jinping Wang, Xiaojun Tan, Jianhuang Lai, Jun Li, Canqun Xiang arXiv_CV arXiv_CV  Pose  Action  Classification  CNN  Image_Classification  PDF
• 2021-04-24 EXplainable Neural-Symbolic Learning methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case    Natalia Díaz-Rodríguez, Alberto Lamas, Jules Sanchez, Gianni Franchi, Ivan Donadello, Siham Tabik, David Filliat, Policarpo Cruz, Rosana Montes, Francisco Herrera arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Classification  Deep_Learning  Detection  Image_Classification  Inference  PDF
• 2021-04-24 Carrying out CNN Channel Pruning in a White Box    Yuxin Zhang, Mingbao Lin, Chia-Wen Lin, Jie Chen, Feiyue Huang, Yongjian Wu, Yonghong Tian, Rongrong Ji arXiv_CV arXiv_CV  Knowledge  Classification  Image_Classification  PDF
• 2021-04-23 Research on the Detection Method of Breast Cancer Deep Convolutional Neural Network Based on Computer Aid    Mengfan Li arXiv_CV arXiv_CV  Knowledge  Pose  Action  Classification  Detection  Medical  CNN  Image_Classification  PDF
• 2021-04-23 Supervised Video Summarization via Multiple Feature Sets with Parallel Attention    Junaid Ahmed Ghauri, Sherzod Hakimov, Ralph Ewerth arXiv_AI arXiv_AI  Pose  Classification  Attention  Summarization  Image_Classification  PDF
• 2021-04-22 Multiscale Vision Transformers    Haoqi Fan, Bo Xiong, Karttikeya Mangalam, Yanghao Li, Zhicheng Yan, Jitendra Malik, Christoph Feichtenhofer arXiv_AI arXiv_AI  Transformer  Recognition  Classification  Image_Classification  PDF
• 2021-04-22 VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text    Hassan Akbari, Linagzhe Yuan, Rui Qian, Wei-Hong Chuang, Shih-Fu Chang, Yin Cui, Boqing Gong arXiv_AI arXiv_AI  Transformer  Recognition  Self-Supervised  Action_Recognition  Action  Classification  Image_Classification  Video_Retrieval  PDF
• 2021-04-22 Mini-batch graphs for robust image classification    Arnab Kumar Mondal, Vineet Jain, Kaleem Siddiqi arXiv_AI arXiv_AI  Scene_Classification  Adversarial  Classification  Deep_Learning  Relation  GAN  Image_Classification  PDF
• 2021-04-21 Stateless Neural Meta-Learning using Second-Order Gradients    Mike Huisman, Aske Plaat, Jan N. van Rijn arXiv_AI arXiv_AI  RNN  Classification  Deep_Learning  Few-Shot  Image_Classification  PDF
• 2021-04-21 Visual Analysis Motivated Rate-Distortion Model for Image Coding    Zhimeng Huang, Chuanmin Jia, Shanshe Wang, Siwei Ma arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-04-20 MixDefense: A Defense-in-Depth Framework for Adversarial Example Detection Based on Statistical and Semantic Analysis    Yang Yijun, Gao Ruiyuan, Li Yu, Lai Qiuxia, Xu Qiang arXiv_AI arXiv_AI  Knowledge  Adversarial  Pose  Classification  Detection  Medical  Image_Classification  Autonomous  Inference  PDF
• 2021-04-20 BraidNet: procedural generation of neural networks for image classification problems using braid theory    Olga Lukyanova, Oleg Nikitin, Alex Kunin arXiv_AI arXiv_AI  Optimization  Pose  Classification  CNN  Image_Classification  PDF
• 2021-04-20 Differentiable Model Compression via Pseudo Quantization Noise    Alexandre Défossez, Yossi Adi, Gabriel Synnaeve arXiv_AI arXiv_AI  Transformer  Quantization  Pose  Classification  Image_Classification  Language_Model  PDF
• 2021-04-19 A Framework using Contrastive Learning for Classification with Noisy Labels    Madalina Ciortan, Romain Dupuis, Thomas Peel arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-04-19 Improving Adversarial Robustness Using Proxy Distributions    Vikash Sehwag, Saeed Mahloujifar, Tinashe Handina, Sihui Dai, Chong Xiang, Mung Chiang, Prateek Mittal arXiv_CV arXiv_CV  Adversarial  Classification  Image_Classification  PDF
• 2021-04-19 Contrastive Learning Improves Model Robustness Under Label Noise    Aritra Ghosh, Andrew Lan arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-04-18 Texture Based Classification of High Resolution Remotely Sensed Imagery using Weber Local Descriptor    Decky Aspandi-Latif, Sally Goldin, Preesan Rakwatin, Kurt Rudahl arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-04-16 Efficient and Generic 1D Dilated Convolution Layer for Deep Learning    Narendra Chaudhary, Sanchit Misra, Dhiraj Kalamkar, Alexander Heinecke, Evangelos Georganas, Barukh Ziv, Menachem Adelman, Bharat Kaul arXiv_AI arXiv_AI  Recognition  Speech  Classification  Deep_Learning  Speech_Recognition  CNN  Image_Classification  PDF
• 2021-04-15 Out-of-Distribution Detection for Dermoscopic Image Classification    Mohammadreza Mohseni, Jordan Yap, William Yolland, Majid Razmara, M Stella Atkins arXiv_CV arXiv_CV  Classification  Detection  Medical  Image_Classification  PDF
• 2021-04-15 Semisupervised Manifold Alignment of Multimodal Remote Sensing Images    Devis Tuia, Michele Volpi, Maxime Trolliet, Gustau Camps-Valls arXiv_CV arXiv_CV  Pose  Action  Classification  Image_Classification  PDF
• 2021-04-15 A survey of active learning algorithms for supervised remote sensing image classification    Devis Tuia, Michele Volpi, Loris Copa, Mikhail Kanevski, Jordi Munoz-Mari arXiv_CV arXiv_CV  Review  Survey  Classification  Image_Classification  PDF
• 2021-04-15 All-You-Can-Fit 8-Bit Flexible Floating-Point Format for Accurate and Memory-Efficient Inference of Deep Neural Networks    Cheng-Wei Huang, Tim-Wei Chen, Juinn-Dar Huang arXiv_AI arXiv_AI  Pose  Action  Classification  Image_Classification  Inference  PDF
• 2021-04-15 A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation    Jianlong Yuan, Yifan Liu, Chunhua Shen, Zhibin Wang, Hao Li arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Image_Classification  PDF
• 2021-04-14 Continual Learning From Unlabeled Data Via Deep Clustering    Jiangpeng He, Fengqing Zhu arXiv_CV arXiv_CV  Unsupervised  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-04-14 Annealing Knowledge Distillation    Aref Jafari, Mehdi Rezagholizadeh, Pranav Sharma, Ali Ghodsi arXiv_CL arXiv_CL  Bert  Knowledge  Pose  Classification  Image_Classification  Inference  PDF
• 2021-04-14 Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview Coding    Vladan Stojnić (1), Vladimir Risojević (1) ((1) Faculty of Electrical Engineering, University of Banja Luka, Bosnia and Herzegovina) arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Classification  Image_Classification  PDF
• 2021-04-13 ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration    Junyu Chen, Yufan He, Eric C. Frey, Ye Li, Yong Du arXiv_CV arXiv_CV  Transformer  Segmentation  Unsupervised  Pose  Classification  Relation  Attention  Medical  CNN  Image_Classification  PDF
• 2021-04-13 Anomaly Detection in Image Datasets Using Convolutional Neural Networks, Center Loss, and Mahalanobis Distance    Garnik Vareldzhan, Kirill Yurkov, Konstantin Ushenin arXiv_CV arXiv_CV  Pose  Classification  Detection  CNN  Image_Classification  PDF
• 2021-04-13 Fast Hierarchical Games for Image Explanations    Jacopo Teneggi, Alexandre Luster, Jeremias Sulam arXiv_CV arXiv_CV  Classification  Medical  Image_Classification  Prediction  PDF
• 2021-04-12 Domain Adaptive Monocular Depth Estimation With Semantic Information    Fei Lu, Hyeonwoo Yu, Jean Oh arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-04-12 Fruit Quality and Defect Image Classification with Conditional GAN Data Augmentation    Jordan J. Bird, Chloe M. Barnes, Luis J. Manso, Anikó Ekárt, Diego R. Faria arXiv_CV arXiv_CV  Transfer_Learning  Adversarial  Classification  GAN  CNN  Image_Classification  PDF
• 2021-04-12 Improved Conformer-based End-to-End Speech Recognition Using Neural Architecture Search    Yukun Liu, Ta Li, Pengyuan Zhang, Yonghong Yan arXiv_SD arXiv_SD  Transformer  NAS  Recognition  Speech  Pose  Classification  Speech_Recognition  Image_Classification  PDF
• 2021-04-11 Zero-Shot Learning on 3D Point Cloud Objects and Beyond    Ali Cheraghian, Shafinn Rahman, Townim F. Chowdhury, Dylan Campbell, Lars Petersson arXiv_CV arXiv_CV  Point_Cloud  3D  Zero-Shot  Pose  Classification  Attention  Image_Classification  PDF
• 2021-04-09 Class-Wise Principal Component Analysis for hyperspectral image feature extraction    Dimitra Koumoutsou, Eleni Charou, Georgios Siolas, Giorgos Stamou arXiv_CV arXiv_CV  Pose  Action  Classification  Image_Classification  PDF
• 2021-04-09 Unsupervised Class-Incremental Learning Through Confusion    Shivam Khare, Kun Cao, James Rehg arXiv_CV arXiv_CV  Unsupervised  Classification  Detection  Image_Classification  PDF
• 2021-04-09 CondenseNet V2: Sparse Feature Reactivation for Deep Networks    Le Yang, Haojun Jiang, Ruojin Cai, Yulin Wang, Shiji Song, Gao Huang, Qi Tian arXiv_CV arXiv_CV  Sparse  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-04-09 Out-of-distribution detection in satellite image classification    Jakob Gawlikowski, Sudipan Saha, Anna Kruspe, Xiao Xiang Zhu arXiv_CV arXiv_CV  Classification  Deep_Learning  Detection  Image_Classification  PDF
• 2021-04-09 Direct Differentiable Augmentation Search    Aoming Liu, Zehao Huang, Zhiwu Huang, Naiyan Wang arXiv_CV arXiv_CV  Pose  Classification  Detection  Object_Detection  GAN  Image_Classification  PDF
• 2021-04-09 Multiple Simultaneous Pseudo Image Classification with Random Fields and a Deep Belief Network for Disease Indication    Robert A. Murphy arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-04-09 Reinforced Attention for Few-Shot Learning and Beyond    Jie Hong, Pengfei Fang, Weihao Li, Tong Zhang, Christian Simon, Mehrtash Harandi, Lars Petersson arXiv_CV arXiv_CV  Embedding  Reinforcement_Learning  Pose  Classification  Few-Shot  Attention  Image_Classification  Prediction  PDF
• 2021-04-09 Social Media Images Classification Models for Real-time Disaster Response    Firoj Alam, Tanvirul Alam, Ferda Ofli, Muhammad Imran arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-04-09 Combined Depth Space based Architecture Search For Person Re-identification    Hanjun Li, Gaojie Wu, Wei-Shi Zheng arXiv_CV arXiv_CV  NAS  Person_Re-identification  Pose  Action  Classification  Re-identification  Image_Classification  Inference  PDF
• 2021-04-09 eGAN: Unsupervised approach to class imbalance using transfer learning    Ademola Okerinde, Lior Shamir, William Hsu, Tom Theis, Nasik Nafi arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Knowledge  Adversarial  Pose  Classification  GAN  Image_Classification  Prediction  PDF
• 2021-04-09 Self-Weighted Ensemble Method to Adjust the Influence of Individual Models based on Reliability    YeongHyeon Park, JoonSung Lee, Wonseok Park arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-04-08 Robust Differentiable SVD    Wei Wang, Zheng Dang, Yinlin Hu, Pascal Fua, Mathieu Salzmann arXiv_CV arXiv_CV  Style_Transfer  Classification  Image_Classification  PDF
• 2021-04-08 Robust Self-Ensembling Network for Hyperspectral Image Classification    Yonghao Xu, Bo Du, Liangpei Zhang arXiv_CV arXiv_CV  Unsupervised  Knowledge  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-04-08 Few-Shot Action Recognition with Compromised Metric via Optimal Transport    Su Lu, Han-Jia Ye, De-Chuan Zhan arXiv_AI arXiv_AI  Embedding  Recognition  Pose  Action_Recognition  Action  Classification  Relation  Few-Shot  Image_Classification  Matching  PDF
• 2021-04-08 HindSight: A Graph-Based Vision Model Architecture For Representing Part-Whole Hierarchies    Muhammad AbdurRafae arXiv_AI arXiv_AI  Image_Caption  Self-Supervised  Pose  Action  Classification  Detection  Object_Detection  Caption  Image_Classification  PDF
• 2021-04-08 Prototypical Region Proposal Networks for Few-Shot Localization and Classification    Elliott Skomski, Aaron Tuor, Andrew Avila, Lauren Phillips, Zachary New, Henry Kvinge, Courtney D. Corley, Nathan Hodas arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-04-08 Deep Features for training Support Vector Machine    Loris Nanni, Stefano Ghidoni, Sheryl Brahnam arXiv_AI arXiv_AI  Salient  Pose  Classification  CNN  Image_Classification  PDF
• 2021-04-07 Quantum Enhanced Filter: QFilter    Parfait Atchade-Adelomou, Guillermo Alonso-Linaje arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-04-07 Streaming Self-Training via Domain-Agnostic Unlabeled Images    Zhiqiu Lin, Deva Ramanan, Aayush Bansal arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Recognition  OCR  Knowledge  Face  Classification  Medical  Image_Classification  PDF
• 2021-04-07 Distilling and Transferring Knowledge via cGAN-generated Samples for Image Classification and Regression    Xin Ding, Z. Jane Wang, Zuheng Xu, Yongwei Wang, William J. Welch arXiv_CV arXiv_CV  Knowledge  Adversarial  Pose  Face  Classification  Deep_Learning  GAN  Image_Classification  PDF
• 2021-04-07 Darts-Conformer: Towards Efficient Gradient-Based Neural Architecture Search For End-to-End ASR    Xian Shi, Pan Zhou, Wei Chen, Lei Xie arXiv_SD arXiv_SD  NAS  Knowledge  Pose  Classification  Attention  Image_Classification  Language_Model  PDF
• 2021-04-06 Robust Semantic Interpretability: Revisiting Concept Activation Vectors    Jacob Pfau, Albert T. Young, Jerome Wei, Maria L. Wei, Michael J. Keiser arXiv_AI arXiv_AI  Salient  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-04-06 Fourier Image Transformer    Tim-Oliver Buchholz, Florian Jug arXiv_CV arXiv_CV  Image_Caption  Transformer  Reconstruction  Pose  Classification  CNN  Image_Classification  PDF
• 2021-04-06 White Box Methods for Explanations of Convolutional Neural Networks in Image Classification Tasks    Meghna P Ayyar, Jenny Benois-Pineau, Akka Zemmari arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  CNN  Image_Classification  Prediction  PDF
• 2021-04-06 Dopamine Transporter SPECT Image Classification for Neurodegenerative Parkinsonism via Diffusion Maps and Machine Learning Classifiers    Jun-En Ding, Chi-Hsiang Chu, Mong-Na Lo Huang, Chien-Ching Hsu arXiv_CV arXiv_CV  Embedding  Image_Generation  3D  Pose  Classification  Image_Classification  PDF
• 2021-04-06 Beyond Categorical Label Representations for Image Classification    Boyuan Chen, Yu Li, Sunand Raghupathi, Hod Lipson arXiv_AI arXiv_AI  Adversarial  Classification  Image_Classification  PDF
• 2021-04-06 Hypothesis-driven Stream Learning with Augmented Memory    Mengmi Zhang, Rohil Badkundri, Morgan B. Talbot, Gabriel Kreiman arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-04-05 Explainability-aided Domain Generalization for Image Classification    Robin M. Schmidt arXiv_CV arXiv_CV  Transformer  Pose  Classification  Attention  Image_Classification  Prediction  PDF
• 2021-04-03 Towards Self-Adaptive Metric Learning On the Fly    Yang Gao, Yi-Fan Li, Swarup Chandra, Latifur Khan, Bhavani Thuraisingham arXiv_CV arXiv_CV  Image_Retrieval  Pose  Classification  Image_Classification  PDF
• 2021-04-02 Misclassification-Aware Gaussian Smoothing improves Robustness against Domain Shifts    Athanasios Tsiligkaridis, Theodoros Tsiligkaridis arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-04-02 LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference    Ben Graham, Alaaeldin El-Nouby, Hugo Touvron, Pierre Stock, Armand Joulin, Hervé Jégou, Matthijs Douze arXiv_CV arXiv_CV  Transformer  Pose  Classification  Attention  CNN  Image_Classification  Inference  PDF
• 2021-04-02 Defending Against Image Corruptions Through Adversarial Augmentations    Dan A. Calian, Florian Stimberg, Olivia Wiles, Sylvestre-Alvise Rebuffi, Andras Gyorgy, Timothy Mann, Sven Gowal arXiv_CV arXiv_CV  Adversarial  Classification  Image_Classification  PDF
• 2021-04-02 Plot2API: Recommending Graphic API from Plot via Semantic Parsing Guided Neural Network    Zeyu Wang, Sheng Huang, Zhongxin Liu, Meng Yan, Xin Xia, Bei Wang, Dan Yang arXiv_AI arXiv_AI  Classification  Deep_Learning  Relation  CNN  Image_Classification  Recommendation  PDF
• 2021-04-02 LiftPool: Bidirectional ConvNet Pooling    Jiaojiao Zhao, Cees G.M. Snoek arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  CNN  Image_Classification  PDF
• 2021-04-02 AAformer: Auto-Aligned Transformer for Person Re-Identification    Kuan Zhu, Haiyun Guo, Shiliang Zhang, Yaowei Wang, Gaopan Huang, Honglin Qiao, Jing Liu, Jinqiao Wang, Ming Tang arXiv_CV arXiv_CV  Transformer  Embedding  Person_Re-identification  Pose  Classification  Detection  Object_Detection  Attention  Re-identification  CNN  Image_Classification  PDF
• 2021-04-02 Network Quantization with Element-wise Gradient Scaling    Junghyup Lee, Dohyung Kim, Bumsub Ham arXiv_CV arXiv_CV  Quantization  Pose  Classification  Image_Classification  PDF
• 2021-04-02 Analyzing and Quantifying Generalization in Convolutional Neural Networks    Yang Zhao, Hao Zhang arXiv_CV arXiv_CV  Pose  Quantitative  Classification  CNN  Image_Classification  PDF
• 2021-04-02 Unconstrained Face Recognition using ASURF and Cloud-Forest Classifier optimized with VLAD    A Vinay, Aviral Joshi, Hardik Mahipal Surana, Harsh Garg, K N BalasubramanyaMurthy, S Natarajan arXiv_CV arXiv_CV  Face_Detection  Quantization  Recognition  Pose  Face  Classification  Detection  Face_Recognition  Image_Classification  PDF
• 2021-04-01 Effect of Radiology Report Labeler Quality on Deep Learning Models for Chest X-Ray Interpretation    Saahil Jain, Akshay Smit, Andrew Y. Ng, Pranav Rajpurkar arXiv_CV arXiv_CV  Bert  Classification  Deep_Learning  Image_Classification  PDF
• 2021-04-01 A study on the effects of compression on hyperspectral image classification    Kiran Mantripragada, Phuong D. Dao, Yuhong He, Faisal Z. Qureshi arXiv_CV arXiv_CV  Reconstruction  Classification  Image_Classification  PDF
• 2021-04-01 Confidence Adaptive Anytime Pixel-Level Recognition    Zhuang Liu, Trevor Darrell, Evan Shelhamer arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  Pose_Estimation  Pose  Classification  Image_Classification  Inference  Prediction  PDF
• 2021-04-01 Remote Sensing Image Classification with the SEN12MS Dataset    Michael Schmitt, Yu-Lun Wu arXiv_CV arXiv_CV  Scene_Classification  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-04-01 Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study    Zhiqiang Shen, Zechun Liu, Dejia Xu, Zitian Chen, Kwang-Ting Cheng, Marios Savvides arXiv_AI arXiv_AI  Knowledge  Pose  Quantitative  Classification  Image_Classification  PDF
• 2021-04-01 SpectralNET: Exploring Spatial-Spectral WaveletCNN for Hyperspectral Image Classification    Tanmay Chakraborty, Utkarsh Trehan arXiv_CV arXiv_CV  3D  Pose  Classification  CNN  Image_Classification  PDF
• 2021-03-31 Going deeper with Image Transformers    Hugo Touvron, Matthieu Cord, Alexandre Sablayrolles, Gabriel Synnaeve, Hervé Jégou arXiv_CV arXiv_CV  Transformer  Optimization  Classification  CNN  Image_Classification  PDF
• 2021-03-31 Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition    Guangrun Wang, Liang Lin, Rongcong Chen, Guangcong Wang, Jiqi Zhang arXiv_CV arXiv_CV  NAS  Person_Re-identification  Unsupervised  Recognition  Self-Supervised  Classification  Re-identification  Image_Classification  PDF
• 2021-03-31 A Novel Deep ML Architecture by Integrating Visual Simultaneous Localization and Mapping into Mask R-CNN for Real-time Surgical Video Analysis    Ella Selina Lan arXiv_CV arXiv_CV  Recognition  3D  Review  SLAM  Classification  Detection  Object_Detection  Image_Classification  Prediction  PDF
• 2021-03-31 Fixing the Teacher-Student Knowledge Discrepancy in Distillation    Jiangfan Han, Mengya Gao, Yujie Wang, Quanquan Li, Hongsheng Li, Xiaogang Wang arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-03-31 On the Robustness of Vision Transformers to Adversarial Examples    Kaleel Mahmood, Rigel Mahmood, Marten van Dijk arXiv_CV arXiv_CV  Transformer  Adversarial  Classification  Attention  CNN  Image_Classification  PDF
• 2021-03-30 DAP: Detection-Aware Pre-training with Weak Supervision    Yuanyi Zhong, Jianfeng Wang, Lijuan Wang, Jian Peng, Yu-Xiong Wang, Lei Zhang arXiv_CV arXiv_CV  Weakly_Supervised  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-03-30 Exploiting Invariance in Training Deep Neural Networks    Chengxi Ye, Xiong Zhou, Tristan McKinney, Yanfeng Liu, Qinggang Zhou, Fedor Zhdanov arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Gradient_Descent  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-03-30 Learning Representational Invariances for Data-Efficient Action Recognition    Yuliang Zou, Jinwoo Choi, Qitong Wang, Jia-Bin Huang arXiv_CV arXiv_CV  Recognition  Action_Recognition  Action  Classification  Image_Classification  Prediction  PDF
• 2021-03-30 Distribution Alignment: A Unified Framework for Long-tail Visual Recognition    Songyang Zhang, Zeming Li, Shipeng Yan, Xuming He, Jian Sun arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Recognition  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-03-30 Rethinking Spatial Dimensions of Vision Transformers    Byeongho Heo, Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Junsuk Choe, Seong Joon Oh arXiv_CV arXiv_CV  Transformer  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2021-03-30 Model-Contrastive Federated Learning    Qinbin Li, Bingsheng He, Dawn Song arXiv_AI arXiv_AI  Pose  Contrastive_Learning  Classification  Deep_Learning  Image_Classification  PDF
• 2021-03-30 MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption    Alexander Bartler, Andre Bühler, Felix Wiewel, Mario Döbler, Bin Yang arXiv_AI arXiv_AI  Self-Supervised  Pose  Classification  Deep_Learning  Image_Classification  Prediction  PDF
• 2021-03-29 Data Augmentation in a Hybrid Approach for Aspect-Based Sentiment Analysis    Tomas Liesting, Flavius Frasincar, Maria Mihaela Trusca arXiv_CL arXiv_CL  Knowledge  Pose  Classification  Sentiment  Image_Classification  PDF
• 2021-03-29 Automating Defense Against Adversarial Attacks: Discovery of Vulnerabilities and Application of Multi-INT Imagery to Protect Deployed Models    Josh Kalin, David Noever, Matthew Ciolino, Dominick Hambrick, Gerry Dozier arXiv_CV arXiv_CV  Recognition  Adversarial  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-03-29 Rethinking Neural Operations for Diverse Tasks    Nicholas Roberts, Mikhail Khodak, Tri Dao, Liam Li, Christopher Ré, Ameet Talwalkar arXiv_AI arXiv_AI  NAS  Classification  Image_Classification  PDF
• 2021-03-29 Discrimination-aware Network Pruning for Deep Model Compression    Jing Liu, Bohan Zhuang, Zhuangwei Zhuang, Yong Guo, Junzhou Huang, Jinhui Zhu, Mingkui Tan arXiv_CV arXiv_CV  Reconstruction  Recognition  Pose  Face  Classification  Face_Recognition  Image_Classification  Inference  PDF
• 2021-03-29 ViViT: A Video Vision Transformer    Anurag Arnab, Mostafa Dehghani, Georg Heigold, Chen Sun, Mario Lučić, Cordelia Schmid arXiv_CV arXiv_CV  Transformer  3D  Pose  Classification  CNN  Image_Classification  Video_Classification  PDF
• 2021-03-29 Capsule Network is Not More Robust than Convolutional Network    Jindong Gu, Volker Tresp, Han Hu arXiv_CV arXiv_CV  Reconstruction  Regularization  Pose  Classification  CNN  Image_Classification  PDF
• 2021-03-29 Selective Output Smoothing Regularization: Regularize Neural Networks by Softening Output Distributions    Xuan Cheng, Tianshu Xie, Xiaomin Wang, Qifeng Weng, Minghui Liu, Jiali Deng, Ming Liu arXiv_CV arXiv_CV  Regularization  Pose  Classification  Detection  CNN  Image_Classification  PDF
• 2021-03-29 Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding    Pengchuan Zhang, Xiyang Dai, Jianwei Yang, Bin Xiao, Lu Yuan, Lei Zhang, Jianfeng Gao arXiv_AI arXiv_AI  Transformer  Segmentation  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2021-03-29 Classifying Video based on Automatic Content Detection Overview    Yilin Wang, Jiayi Ye arXiv_CV arXiv_CV  Review  Classification  Detection  Relation  Image_Classification  Video_Classification  PDF
• 2021-03-29 'Weak AI' is Likely to Never Become 'Strong AI', So What is its Greatest Value for us?    Bin Liu arXiv_AI arXiv_AI  Classification  Image_Classification  Prediction  PDF
• 2021-03-28 BA^2M: A Batch Aware Attention Module for Image Classification    Qishang Cheng, Hongliang Li, Qingbo Wu, King Ngi Ngan arXiv_CV arXiv_CV  Recognition  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2021-03-27 Going Deeper Into Face Detection: A Survey    Shervin Minaee, Ping Luo, Zhe Lin, Kevin Bowyer arXiv_CV arXiv_CV  Face_Detection  Recognition  Pose  Face  Survey  Classification  Deep_Learning  Detection  Image_Classification  PDF
• 2021-03-27 IoU Attack: Towards Temporally Coherent Black-Box Adversarial Attack for Visual Object Tracking    Shuai Jia, Yibing Song, Chao Ma, Xiaokang Yang arXiv_CV arXiv_CV  Tracking  Object_Tracking  Knowledge  Adversarial  Pose  Classification  Detection  Relation  Image_Classification  PDF
• 2021-03-27 CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification    Chun-Fu Chen, Quanfu Fan, Rameswar Panda arXiv_CV arXiv_CV  Transformer  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2021-03-26 Understanding Robustness of Transformers for Image Classification    Srinadh Bhojanapalli, Ayan Chakrabarti, Daniel Glasner, Daliang Li, Thomas Unterthiner, Andreas Veit arXiv_AI arXiv_AI  Transformer  Classification  CNN  Image_Classification  PDF
• 2021-03-26 Unsupervised Robust Domain Adaptation without Source Data    Peshal Agarwal, Danda Pani Paudel, Jan-Nico Zaech, Luc Van Gool arXiv_CV arXiv_CV  Unsupervised  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-03-26 Distilling Object Detectors via Decoupled Features    Jianyuan Guo, Kai Han, Yunhe Wang, Han Wu, Xinghao Chen, Chunjing Xu, Chang Xu arXiv_CV arXiv_CV  Embedding  Knowledge  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-03-26 MedSelect: Selective Labeling for Medical Image Classification Combining Meta-Learning with Deep Reinforcement Learning    Akshay Smit, Damir Vrabac, Yujie He, Andrew Y. Ng, Andrew L. Beam, Pranav Rajpurkar arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-03-26 Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification    Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang arXiv_CV arXiv_CV  Image_Caption  Embedding  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-03-25 Swin Transformer: Hierarchical Vision Transformer using Shifted Windows    Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  Attention  Image_Classification  Prediction  PDF
• 2021-03-25 Self-Supervised Training Enhances Online Continual Learning    Jhair Gallardo, Tyler L. Hayes, Christopher Kanan arXiv_CV arXiv_CV  Self-Supervised  Classification  Image_Classification  PDF
• 2021-03-25 Spatial-spectral Hyperspectral Image Classification via Multiple Random Anchor Graphs Ensemble Learning    Yanling Miao, Qi Wang, Mulin Chen, Xuelong Li arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-03-25 ECINN: Efficient Counterfactuals from Invertible Neural Networks    Frederik Hvilshøj, Alexandros Iosifidis, Ira Assent arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-03-24 Diverse Branch Block: Building a Convolution as an Inception-like Unit    Xiaohan Ding, Xiangyu Zhang, Jungong Han, Guiguang Ding arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  Inference  PDF
• 2021-03-24 Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types    Thomas Mensink, Jasper Uijlings, Alina Kuznetsova, Michael Gygli, Vittorio Ferrari arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Knowledge  Classification  Detection  Object_Detection  Image_Classification  Autonomous  Recommendation  PDF
• 2021-03-24 W2WNet: a two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality    Francesco Ponzio, Enrico Macii, Elisa Ficarra, Santa Di Cataldo arXiv_AI arXiv_AI  Pose  Classification  CNN  Image_Classification  Inference  Prediction  PDF
• 2021-03-23 Enhanced Gradient for Differentiable Architecture Search    Haichao Zhang, Kuangrong Hao, Lei Gao, Xuesong Tang, Bing Wei arXiv_CV arXiv_CV  NAS  Pose  Classification  Image_Classification  PDF
• 2021-03-22 DeepViT: Towards Deeper Vision Transformer    Daquan Zhou, Bingyi Kang, Xiaojie Jin, Linjie Yang, Xiaochen Lian, Qibin Hou, Jiashi Feng arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2021-03-21 Hierarchical Representation based Query-Specific Prototypical Network for Few-Shot Image Classification    Yaohui Li, Huaxiong Li, Haoxing Chen, Chunlin Chen arXiv_CV arXiv_CV  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-03-20 Patch AutoAugment    Shiqi Lin, Tao Yu, Ruoyu Feng, Zhibo Chen arXiv_CV arXiv_CV  Recognition  Reinforcement_Learning  Pose  Classification  Image_Classification  PDF
• 2021-03-19 Variational Knowledge Distillation for Disease Classification in Chest X-Rays    Tom van Sonsbeek, Xiantong Zhen, Marcel Worring, Ling Shao arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Medical  Image_Classification  Inference  PDF
• 2021-03-19 ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases    Stéphane d'Ascoli, Hugo Touvron, Matthew Leavitt, Ari Morcos, Giulio Biroli, Levent Sagun arXiv_CV arXiv_CV  Transformer  Classification  Attention  CNN  Image_Classification  PDF
• 2021-03-19 Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification    Yash Sharma, Aman Shrivastava, Lubaina Ehsan, Christopher A. Moskaluk, Sana Syed, Donald E. Brown arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Attention  CNN  Image_Classification  Prediction  PDF
• 2021-03-19 Scalable Visual Transformers with Hierarchical Pooling    Zizheng Pan, Bohan Zhuang, Jing Liu, Haoyu He, Jianfei Cai arXiv_CV arXiv_CV  Transformer  Recognition  Pose  Classification  Attention  CNN  Image_Classification  Inference  PDF
• 2021-03-18 3D Human Pose Estimation with Spatial and Temporal Transformers    Ce Zheng, Sijie Zhu, Matias Mendieta, Taojiannan Yang, Chen Chen, Zhengming Ding arXiv_AI arXiv_AI  Transformer  Segmentation  Semantic_Segmentation  3D  Pose_Estimation  Pose  Quantitative  Classification  Detection  Relation  Object_Detection  CNN  Image_Classification  PDF
• 2021-03-18 The Low-Rank Simplicity Bias in Deep Networks    Minyoung Huh, Hossein Mobahi, Richard Zhang, Brian Cheung, Pulkit Agrawal, Phillip Isola arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-03-18 Consistency-based Active Learning for Object Detection    Weiping Yu, Sijie Zhu, Taojiannan Yang, Chen Chen arXiv_AI arXiv_AI  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-03-18 The Case for High-Accuracy Classification: Think Small, Think Many!    Mohammad Hosseini, Mahmudul Hasan arXiv_AI arXiv_AI  Pose  Classification  Detection  Image_Classification  Inference  Prediction  PDF
• 2021-03-18 TPPI-Net: Towards Efficient and Practical Hyperspectral Image Classification    Hao Chen, Xiaohua Li, Jiliu Zhou arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-03-17 HAMIL: Hierarchical Aggregation-Based Multi-Instance Learning for Microscopy Image Classification    Yanlun Tu, Houchao Lei, Wei Long, Yang Yang arXiv_CV arXiv_CV  Pose  Action  Classification  Medical  CNN  Image_Classification  PDF
• 2021-03-17 Gradient Projection Memory for Continual Learning    Gobinda Saha, Isha Garg, Kaushik Roy arXiv_CV arXiv_CV  Gradient_Descent  Pose  Quantitative  Classification  Image_Classification  PDF
• 2021-03-17 Quantitative Effectiveness Assessment and Role Categorization of Individual Units in Convolutional Neural Networks    Yang Zhao, Hao Zhang arXiv_CV arXiv_CV  Pose  Quantitative  Classification  CNN  Image_Classification  PDF
• 2021-03-17 Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions    Sebastian Bujwid, Josephine Sullivan arXiv_CV arXiv_CV  Embedding  Zero-Shot  Classification  Image_Classification  PDF
• 2021-03-17 Triplet-Watershed for Hyperspectral Image Classification    Aditya Challa, Sravan Danda, B.S.Daya Sagar, Laurent Najman arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Relation  Image_Classification  Inference  PDF
• 2021-03-16 Is it Enough to Optimize CNN Architectures on ImageNet?    Lukas Tuggener, Jürgen Schmidhuber, Thilo Stadelmann arXiv_CV arXiv_CV  Classification  Relation  CNN  Image_Classification  PDF
• 2021-03-16 Distributed Deep Learning Using Volunteer Computing-Like Paradigm    Medha Atre, Birendra Jha, Ashwini Rao arXiv_AI arXiv_AI  Recognition  Speech  Classification  Deep_Learning  Sentiment  Speech_Recognition  Image_Classification  PDF
• 2021-03-16 Learned Gradient Compression for Distributed Deep Learning    Lusine Abrahamyan, Yiming Chen, Giannis Bekoulis, Nikos Deligiannis arXiv_AI arXiv_AI  Segmentation  Quantization  Semantic_Segmentation  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-03-16 Adversarial YOLO: Defense Human Detection Patch Attacks via Detecting Adversarial Patches    Nan Ji, YanFei Feng, Haidong Xie, Xueshuang Xiang, Naijin Liu arXiv_CV arXiv_CV  Knowledge  Adversarial  Pose  Classification  Detection  Object_Detection  Attention  Image_Classification  Inference  PDF
• 2021-03-15 Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification    Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu arXiv_CV arXiv_CV  Unsupervised  Reinforcement_Learning  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-03-15 UPANets: Learning from the Universal Pixel Attention Networks    Ching-Hsun Tseng, Shin-Jye Lee, Jia-Nan Feng, Shengzhong Mao, Yu-Ping Wu, Jia-Yu Shang, Mou-Chung Tseng, Xiao-Jun Zeng arXiv_CV arXiv_CV  Transformer  Pose  Classification  Attention  Image_Classification  PDF
• 2021-03-15 Sampling-free Variational Inference for Neural Networks with Multiplicative Activation Noise    Jannik Schmitt, Stefan Roth arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  Inference  Prediction  PDF
• 2021-03-15 Evolving parametrized Loss for Image Classification Learning on Small Datasets    Zhaoyang Hai, Xiabi Liu arXiv_AI arXiv_AI  Gradient_Descent  Pose  Classification  Image_Classification  PDF
• 2021-03-14 CrossoverScheduler: Overlapping Multiple Distributed Training Applications in a Crossover Manner    Cheng Luo, Lei Qu, Youshan Miao, Peng Cheng, Yongqiang Xiong arXiv_AI arXiv_AI  Gradient_Descent  Classification  Deep_Learning  Image_Classification  PDF
• 2021-03-13 Efficient Sparse Artificial Neural Networks    Seyed Majid Naji, Azra Abtahi, Farokh Marvasti arXiv_AI arXiv_AI  Sparse  Pose  Classification  Image_Classification  PDF
• 2021-03-12 Uncertainty-guided Model Generalization to Unseen Domains    Fengchun Qiao, Xi Peng arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  Text_Classification  Knowledge  Speech  Pose  Classification  GAN  Speech_Recognition  Image_Classification  PDF
• 2021-03-12 Sequential Random Network for Fine-grained Image Classification    Chaorong Li, Malu Zhang, Wei Huang, Fengqing Qin, Anping Zeng, Yuanyuan Huang arXiv_AI arXiv_AI  Transformer  Recognition  RNN  Pose  Classification  CNN  Image_Classification  PDF
• 2021-03-12 Learnable Companding Quantization for Accurate Low-bit Neural Networks    Kohei Yamamoto arXiv_CV arXiv_CV  Quantization  Pose  Classification  Detection  Object_Detection  Image_Classification  Inference  PDF
• 2021-03-12 Interleaving Learning, with Application to Neural Architecture Search    Hao Ban, Pengtao Xie arXiv_AI arXiv_AI  NAS  Optimization  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-03-10 Spatially Consistent Representation Learning    Byungseok Roh, Wuhyun Shin, Ildoo Kim, Sungwoong Kim arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-03-10 TransMed: Transformers Advance Multi-modal Medical Image Classification    Yin Dai, Yifan Gao arXiv_CV arXiv_CV  Transformer  Segmentation  Knowledge  Pose  Classification  Detection  Relation  Medical  CNN  Image_Classification  PDF
• 2021-03-10 Evaluating COPY-BLEND Augmentation for Low Level Vision Tasks    Pranjay Shyam, Sandeep Singh Sengar, Kuk-Jin Yoon, Kyung-Soo Kim arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Enhancement  Image_Enhancement  Classification  Detection  Relation  Object_Detection  Image_Classification  PDF
• 2021-03-09 Thumbnail: A Novel Data Augmentation for Convolutional Neural Network    Tianshu Xie, Xuan Cheng, Minghui Liu, Jiali Deng, Xiaomin Wang, Ming Liu arXiv_CV arXiv_CV  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2021-03-08 Multimodal Representation Learning via Maximization of Local Mutual Information    Ruizhi Liao, Daniel Moyer, Miriam Cha, Keegan Quigley, Seth Berkowitz, Steven Horng, Polina Golland, William M. Wells arXiv_CV arXiv_CV  Image_Caption  Represenation_Learning  Pose  Classification  Image_Classification  PDF
• 2021-03-08 Improving Global Adversarial Robustness Generalization With Adversarially Trained GAN    Desheng Wang (1), Weidong Jin (1), Yunpu Wu (1), Aamir Khan (1) ((1) School of Electrical Engineering, Southwest Jiaotong University, Chengdu, P. R. China) arXiv_CV arXiv_CV  Adversarial  Pose  Classification  GAN  CNN  Image_Classification  PDF
• 2021-03-07 Efficient Model Performance Estimation via Feature Histories    Shengcao Cao, Xiaofang Wang, Kris Kitani arXiv_CV arXiv_CV  NAS  Optimization  Pose  Classification  Image_Classification  PDF
• 2021-03-07 TransBTS: Multimodal Brain Tumor Segmentation Using Transformer    Wenxuan Wang, Chen Chen, Meng Ding, Jiangyun Li, Hong Yu, Sen Zha arXiv_AI arXiv_AI  Transformer  Segmentation  3D  Pose  Classification  Attention  Medical  Image_Classification  Prediction  PDF
• 2021-03-07 Student-Teacher Feature Pyramid Matching for Unsupervised Anomaly Detection    Guodong Wang, Shumin Han, Errui Ding, Di Huang arXiv_CV arXiv_CV  Unsupervised  Knowledge  Pose  Classification  Detection  Image_Classification  Inference  Matching  PDF
• 2021-03-07 Spectral Tensor Train Parameterization of Deep Learning Layers    Anton Obukhov, Maxim Rakhuba, Alexander Liniger, Zhiwu Huang, Stamatios Georgoulis, Dengxin Dai, Luc Van Gool arXiv_CV arXiv_CV  Optimization  Adversarial  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-03-06 Contextual Dropout: An Efficient Sample-Dependent Dropout Module    Xinjie Fan, Shujian Zhang, Korawat Tanwisuth, Xiaoning Qian, Mingyuan Zhou arXiv_CV arXiv_CV  Pose  Classification  VQA  Image_Classification  Prediction  QA  PDF
• 2021-03-06 End-to-end optimized image compression for multiple machine tasks    Lahiru D. Chamain, Fabien Racapé, Jean Bégaint, Akshay Pushparaja, Simon Feltman arXiv_AI arXiv_AI  Segmentation  Pose  Classification  Detection  Object_Detection  Image_Compression  Image_Classification  PDF
• 2021-03-06 Noisy Label Learning for Large-scale Medical Image Classification    Fengbei Liu, Yu Tian, Filipe R. Cordeiro, Vasileios Belagiannis, Ian Reid, Gustavo Carneiro arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-03-06 Selective Replay Enhances Learning in Online Continual Analogical Reasoning    Tyler L. Hayes, Christopher Kanan arXiv_AI arXiv_AI  Reinforcement_Learning  Pose  Classification  Image_Classification  PDF
• 2021-03-05 Don't Forget to Sign the Gradients!    Omid Aramoon, Pin-Yu Chen, Gang Qu arXiv_AI arXiv_AI  Classification  Deep_Learning  Image_Classification  Prediction  PDF
• 2021-03-05 Measuring Model Biases in the Absence of Ground Truth    Osman Aka, Ken Burke, Alex Bäuerle, Christina Greer, Margaret Mitchell arXiv_CV arXiv_CV  Sparse  Classification  Relation  Image_Classification  Prediction  PDF
• 2021-03-04 QAIR: Practical Query-efficient Black-Box Attacks for Image Retrieval    Xiaodan Li, Jinfeng Li, Yuefeng Chen, Shaokai Ye, Yuan He, Shuhui Wang, Hang Su, Hui Xue arXiv_CV arXiv_CV  Optimization  Image_Retrieval  Adversarial  Pose  Classification  Image_Classification  QA  PDF
• 2021-03-04 Unsupervised Domain Adaptation for Image Classification via Structure-Conditioned Adversarial Learning    Hui Wang, Jian Tian, Songyuan Li, Hanbin Zhao, Qi Tian, Fei Wu, Xi Li arXiv_CV arXiv_CV  Unsupervised  Knowledge  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-03-03 Vanishing Twin GAN: How training a weak Generative Adversarial Network can improve semi-supervised image classification    Saman Motamed, Farzad Khalvati arXiv_CV arXiv_CV  Adversarial  Pose  Classification  GAN  Image_Classification  PDF
• 2021-03-03 Learning Invariant Representations across Domains and Tasks    Jindong Wang, Wenjie Feng, Chang Liu, Chaohui Yu, Mingxuan Du, Renjun Xu, Tao Qin, Tie-Yan Liu arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Knowledge  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-03-03 An Alternative Practice of Tropical Convolution to Traditional Convolutional Neural Networks    Shiqing Fan, Ye Luo arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2021-03-02 A Structurally Regularized Convolutional Neural Network for Image Classification using Wavelet-based SubBand Decomposition    Pavel Sinha, Ioannis Psaromiligkos, Zeljko Zilic arXiv_CV arXiv_CV  Quantization  Regularization  Pose  Classification  CNN  Image_Classification  PDF
• 2021-03-02 Comparison of Methods Generalizing Max- and Average-Pooling    Florentin Bieder, Robin Sandkühler, Philippe C. Cattin arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2021-03-01 Multiclass Burn Wound Image Classification Using Deep Convolutional Neural Networks    Behrouz Rostami, Jeffrey Niezgoda, Sandeep Gopalakrishnan, Zeyun Yu arXiv_CV arXiv_CV  Optimization  Action  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-03-01 Brain Programming is Immune to Adversarial Attacks: Towards Accurate and Robust Image Classification using Symbolic Learning    Gerardo Ibarra-Vazquez, Gustavo Olague, Mariana Chan-Ley, Cesar Puente, Carlos Soubervielle-Montalvo arXiv_CV arXiv_CV  Adversarial  Pose  Classification  CNN  Image_Classification  Prediction  PDF
• 2021-03-01 Maximal function pooling with applications    Wojciech Czaja, Weilin Li, Yiran Li, Mike Pekala arXiv_CV arXiv_CV  Sparse  Pose  Classification  CNN  Image_Classification  PDF
• 2021-03-01 Diversifying Sample Generation for Accurate Data-Free Quantization    Xiangguo Zhang, Haotong Qin, Yifu Ding, Ruihao Gong, Qinghua Yan, Renshuai Tao, Yuhang Li, Fengwei Yu, Xianglong Liu arXiv_CV arXiv_CV  Quantization  Enhancement  Pose  Classification  Image_Classification  PDF
• 2021-02-28 Improving Medical Image Classification with Label Noise Using Dual-uncertainty Estimation    Lie Ju, Xin Wang, Lin Wang, Dwarikanath Mahapatra, Xin Zhao, Mehrtash Harandi, Tom Drummond, Tongliang Liu, Zongyuan Ge arXiv_CV arXiv_CV  Recognition  Pose  Classification  Medical  Image_Classification  Prediction  PDF
• 2021-02-28 Moroccan Dialect -Darija- Open Dataset    Aissam Outchakoucht, Hamza Es-Samaali arXiv_CL arXiv_CL  Pose  Classification  Image_Classification  PDF
• 2021-02-27 Evaluating the Progress of Deep Learning for Visual Relational Concepts    Sebastian Stabinger, Peer David, Justus Piater, Antonio Rodríguez-Sánchez arXiv_CV arXiv_CV  Review  Classification  Deep_Learning  Relation  Attention  Visual_Relation  CNN  Image_Classification  PDF
• 2021-02-27 PRISM: A Unified Framework of Parameterized Submodular Information Measures for Targeted Data Subset Selection and Summarization    Vishal Kaushal, Suraj Kothawade, Ganesh Ramakrishnan, Jeff Bilmes, Rishabh Iyer arXiv_CV arXiv_CV  Classification  Summarization  Image_Classification  Matching  PDF
• 2021-02-27 Semi-supervised Learning for COVID-19 Image Classification via ResNet    Lucy Nwuso, Xiangfang Li, Lijun Qian, Seungchan Kim, Xishuang Dong arXiv_CV arXiv_CV  Unsupervised  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-02-26 A Universal Model for Cross Modality Mapping by Relational Reasoning    Zun Li, Congyan Lang, Liqian Liang, Tao Wang, Songhe Feng, Jun Wu, Yidong Li arXiv_CV arXiv_CV  Recognition  Pose  Classification  Relation  Attention  Image_Classification  Recommendation  Matching  PDF
• 2021-02-26 Class Knowledge Overlay to Visual Feature Learning for Zero-Shot Image Classification    Cheng Xie, Ting Zeng, Hongxin Xiang, Keqin Li, Yun Yang, Qing Liu arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Adversarial  Pose  Classification  GAN  Image_Classification  Prediction  PDF
• 2021-02-25 Robust Pollen Imagery Classification with Generative Modeling and Mixup Training    Jaideep Murkute arXiv_CV arXiv_CV  Recognition  Regularization  Pose  Classification  Deep_Learning  CNN  Image_Classification  Prediction  PDF
• 2021-02-25 Do Input Gradients Highlight Discriminative Features?    Harshay Shah, Prateek Jain, Praneeth Netrapalli arXiv_AI arXiv_AI  Adversarial  Classification  Image_Classification  Prediction  PDF
• 2021-02-25 Web Table Classification based on Visual Features    Babette Bühler, Heiko Paulheim arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Action  Classification  Relation  CNN  Image_Classification  PDF
• 2021-02-24 Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions    Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan, Kaitao Song, Ding Liang, Tong Lu, Ping Luo, Ling Shao arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  Prediction  PDF
• 2021-02-23 Arguments for the Unsuitability of Convolutional Neural Networks for Non--Local Tasks    Sebastian Stabinger, David Peer, Antonio Rodríguez-Sánchez arXiv_AI arXiv_AI  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2021-02-23 Probabilistic Spatial Analysis in Quantitative Microscopy with Uncertainty-Aware Cell Detection using Deep Bayesian Regression of Density Maps    Alvaro Gomariz, Tiziano Portenier, César Nombela-Arrieta, Orcun Goksel arXiv_CV arXiv_CV  Segmentation  3D  Pose  Quantitative  Classification  Deep_Learning  Detection  Image_Classification  Prediction  PDF
• 2021-02-22 Thinking Deeply with Recurrence: Generalizing from Easy to Hard Sequential Reasoning Problems    Avi Schwarzschild, Arjun Gupta, Micah Goldblum, Tom Goldstein arXiv_AI arXiv_AI  Recognition  Classification  Image_Classification  Inference  PDF
• 2021-02-22 Explainers in the Wild: Making Surrogate Explainers Robust to Distortions through Perception    Alexander Hepburn, Raul Santos-Rodriguez arXiv_CV arXiv_CV  Embedding  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-02-22 CSTR: A Classification Perspective on Scene Text Recognition    Hongxiang Cai, Jun Sun, Yichao Xiong arXiv_CV arXiv_CV  Segmentation  Recognition  Pose  Scene_Text  Classification  CNN  Image_Classification  PDF
• 2021-02-22 MetaDelta: A Meta-Learning System for Few-shot Image Classification    Yudong Chen, Chaoyu Guan, Zhikun Wei, Xin Wang, Wenwu Zhu arXiv_AI arXiv_AI  Pose  Classification  Few-Shot  Image_Classification  Inference  Prediction  PDF
• 2021-02-21 Combining Spiking Neural Network and Artificial Neural Network for Enhanced Image Classification    Naoya Muramatsu, Hai-Tao Yu arXiv_CV arXiv_CV  Classification  Attention  Image_Classification  PDF
• 2021-02-21 A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification    Yixin Li, Xinran Wu, Chen Li, Changhao Sun, Md Rahaman, Yudong Yao, Xiaoyan Li, Yong Zhang, Tao Jiang arXiv_CV arXiv_CV  Weakly_Supervised  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2021-02-20 EMDS-5: Environmental Microorganism Image Dataset Fifth Version for Multiple Image Analysis Tasks    Zihan Li, Chen Li, Yudong Yao, Jinghua Zhang, Md Mamunur Rahaman, Hao Xu, Frank Kulwa, Bolin Lu, Xuemin Zhu, Tao Jiang arXiv_CV arXiv_CV  Edge_Detection  Segmentation  Image_Retrieval  Action  Classification  Deep_Learning  Detection  Denoising  GAN  Image_Classification  PDF
• 2021-02-20 Hard-Attention for Scalable Image Classification    Athanasios Papadopoulos, Paweł Korus, Nasir Memon arXiv_CV arXiv_CV  Pose  Action  Classification  Attention  Medical  Image_Classification  Inference  Prediction  PDF
• 2021-02-19 Image Classification using CNN for Traffic Signs in Pakistan    Abdul Azeem Sikander, Hamza Ali arXiv_AI arXiv_AI  Pose  Classification  CNN  Image_Classification  Autonomous  PDF
• 2021-02-18 Unbiased Teacher for Semi-Supervised Object Detection    Yen-Cheng Liu, Chih-Yao Ma, Zijian He, Chia-Wen Kuo, Kan Chen, Peizhao Zhang, Bichen Wu, Zsolt Kira, Peter Vajda arXiv_CV arXiv_CV  Classification