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Image Classification

467 directly classified papers

Papers per year

Papers

Moving Window Regression: A Novel Approach to Ordinal Regression CVPR 2022
VisCUIT: Visual Auditor for Bias in CNN Image Classifier CVPR 2022
UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs NIPS 2022
From Video to Images: Contrastive Pretraining for Emotion Recognition from Single Image (Student Abstract) AAAI 2022
ReX: An Efficient Approach to Reducing Memory Cost in Image Classification AAAI 2022
AI for Disaster Rapid Damage Assessment from Microblogs AAAI 2022
Hard ImageNet: Segmentations for Objects with Strong Spurious Cues NIPS 2022
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions NIPS 2022
Sparse MLP for Image Recognition: Is Self-Attention Really Necessary? AAAI 2022
Vision Transformers Are Robust Learners AAAI 2022
Learning from Few Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales NIPS 2022
Revisiting Sparse Convolutional Model for Visual Recognition NIPS 2022
The Dollar Street Dataset: Images Representing the Geographic and Socioeconomic Diversity of the World NIPS 2022
Less Is More: Pay Less Attention in Vision Transformers AAAI 2022
Adaptive Poincaré Point to Set Distance for Few-Shot Classification AAAI 2022
TransFG: A Transformer Architecture for Fine-Grained Recognition AAAI 2022
Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers AAAI 2022
Nested Collaborative Learning for Long-Tailed Visual Recognition CVPR 2022
Structured Semantic Transfer for Multi-Label Recognition with Partial Labels AAAI 2022
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning CVPR 2022
Fair Contrastive Learning for Facial Attribute Classification CVPR 2022
Dual Attention Networks for Few-Shot Fine-Grained Recognition AAAI 2022
Multi-Label Iterated Learning for Image Classification With Label Ambiguity CVPR 2022
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection CVPR 2022
Sketching based Representations for Robust Image Classification with Provable Guarantees NIPS 2022