Image Classification

Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning CVPR 2021 RDI-Net: Relational Dynamic Inference Networks ICCV 2021 RepVGG: Making VGG-Style ConvNets Great Again CVPR 2021 Rethinking Class Relations: Absolute-Relative Supervised and Unsupervised Few-Shot Learning CVPR 2021 Revisiting ResNets: Improved Training and Scaling Strategies NeurIPS 2021 SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data AAAI 2021 Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows ICCV 2021 Temporal-Coded Deep Spiking Neural Network with Easy Training and Robust Performance AAAI 2021 Towards Feature Space Adversarial Attack by Style Perturbation AAAI 2021 Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning AAAI 2021 Understanding Robustness of Transformers for Image Classification ICCV 2021 Your "Flamingo" is My "Bird": Fine-Grained, or Not CVPR 2021 Adversarial Examples Improve Image Recognition CVPR 2020 Affinity Graph Supervision for Visual Recognition CVPR 2020 Assessing Image Quality Issues for Real-World Problems CVPR 2020 Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization CVPR 2020 Capsules with Inverted Dot-Product Attention Routing ICLR 2020 Channel Interaction Networks for Fine-Grained Image Categorization AAAI 2020 Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures PGM 2020 Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification AAAI 2020 Deep Discriminative CNN with Temporal Ensembling for Ambiguously-Labeled Image Classification AAAI 2020 DeepEMD: Few-Shot Image Classification With Differentiable Earth Mover's Distance and Structured Classifiers CVPR 2020 Deep Structure-Revealed Network for Texture Recognition CVPR 2020 Deep Transformation-Invariant Clustering NeurIPS 2020 DIANet: Dense-and-Implicit Attention Network AAAI 2020