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Image Classification

467 directly classified papers

Papers per year

Papers

Relaxing Equivariance Constraints with Non-stationary Continuous Filters NIPS 2022
TransBoost: Improving the Best ImageNet Performance using Deep Transduction NIPS 2022
The Dollar Street Dataset: Images Representing the Geographic and Socioeconomic Diversity of the World NIPS 2022
Learning with convolution and pooling operations in kernel methods NIPS 2022
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators NIPS 2022
Visual correspondence-based explanations improve AI robustness and human-AI team accuracy NIPS 2022
FLAIR: Federated Learning Annotated Image Repository NIPS 2022
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
Learning Intact Features by Erasing-Inpainting for Few-shot Classification AAAI 2021
Agreement-Discrepancy-Selection: Active Learning with Progressive Distribution Alignment AAAI 2021
Bag of Tricks for Long-Tailed Visual Recognition with Deep Convolutional Neural Networks AAAI 2021
SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data AAAI 2021
Order Regularization on Ordinal Loss for Head Pose, Age and Gaze Estimation AAAI 2021
Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification AAAI 2021
Focal Attention for Long-Range Interactions in Vision Transformers NIPS 2021
Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows ICCV 2021
Intentonomy: A Dataset and Study Towards Human Intent Understanding CVPR 2021
Hybrid Message Passing With Performance-Driven Structures for Facial Action Unit Detection CVPR 2021
OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in an Open World CVPR 2021
Analogous to Evolutionary Algorithm: Designing a Unified Sequence Model NIPS 2021
Progressive Semantic Segmentation CVPR 2021
Image Change Captioning by Learning From an Auxiliary Task CVPR 2021
Your "Flamingo" is My "Bird": Fine-Grained, or Not CVPR 2021