Image Classification

Structured Semantic Transfer for Multi-Label Recognition with Partial Labels AAAI 2022 The Dollar Street Dataset: Images Representing the Geographic and Socioeconomic Diversity of the World NeurIPS 2022 TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers NeurIPS 2022 TransBoost: Improving the Best ImageNet Performance using Deep Transduction NeurIPS 2022 TransFG: A Transformer Architecture for Fine-Grained Recognition AAAI 2022 UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs NeurIPS 2022 VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning CVPR 2022 VisCUIT: Visual Auditor for Bias in CNN Image Classifier CVPR 2022 Vision GNN: An Image is Worth Graph of Nodes NeurIPS 2022 Vision Transformers Are Robust Learners AAAI 2022 Vision Transformers provably learn spatial structure NeurIPS 2022 Visual correspondence-based explanations improve AI robustness and human-AI team accuracy NeurIPS 2022 When does dough become a bagel? Analyzing the remaining mistakes on ImageNet NeurIPS 2022 A Geometric Perspective towards Neural Calibration via Sensitivity Decomposition NeurIPS 2021 Agreement-Discrepancy-Selection: Active Learning with Progressive Distribution Alignment AAAI 2021 Analogous to Evolutionary Algorithm: Designing a Unified Sequence Model NeurIPS 2021 Bag of Tricks for Long-Tailed Visual Recognition with Deep Convolutional Neural Networks AAAI 2021 Bottleneck Transformers for Visual Recognition CVPR 2021 Capsule Network Is Not More Robust Than Convolutional Network CVPR 2021 CoAtNet: Marrying Convolution and Attention for All Data Sizes NeurIPS 2021 Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification AAAI 2021 Deep Texture Recognition via Exploiting Cross-Layer Statistical Self-Similarity CVPR 2021 Discrimination-Aware Mechanism for Fine-Grained Representation Learning CVPR 2021 Dual-stream Network for Visual Recognition NeurIPS 2021 Explanation-based Data Augmentation for Image Classification NeurIPS 2021