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image classification

1943 papers

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convolutional neural network (4216) object detection (2759) semantic segmentation (3179) transfer learning (5442) vision transformer (1091) neural network (6616) representation learning (6174) multimodal learning (4622) data augmentation (3037) feature learning (1309)

Papers

Revisiting Weakly Supervised Pre-Training of Visual Perception Models CVPR 2022
MixFormer: Mixing Features Across Windows and Dimensions CVPR 2022
When does dough become a bagel? Analyzing the remaining mistakes on ImageNet NIPS 2022
Sketching based Representations for Robust Image Classification with Provable Guarantees NIPS 2022
TransMix: Attend To Mix for Vision Transformers CVPR 2022
Weakly Supervised Semantic Segmentation Using Out-of-Distribution Data CVPR 2022
Focal Modulation Networks NIPS 2022
Nested Collaborative Learning for Long-Tailed Visual Recognition CVPR 2022
Multi-Label Iterated Learning for Image Classification With Label Ambiguity CVPR 2022
Enhance the Visual Representation via Discrete Adversarial Training NIPS 2022
Natural Color Fool: Towards Boosting Black-box Unrestricted Attacks NIPS 2022
Online Convolutional Re-Parameterization CVPR 2022
Scaling Out-of-Distribution Detection for Real-World Settings ICML 2022
Convolution of Convolution: Let Kernels Spatially Collaborate CVPR 2022
FedScale: Benchmarking Model and System Performance of Federated Learning at Scale ICML 2022
FigMemes: A Dataset for Figurative Language Identification in Politically-Opinionated Memes EMNLP 2022
Label Hallucination for Few-Shot Classification AAAI 2022
Neural Networks Classify through the Class-Wise Means of Their Representations AAAI 2022
Investigating and Explaining the Frequency Bias in Image Classification IJCAI 2022
Vision Transformer With Deformable Attention CVPR 2022
Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets ICML 2022
Automatic Gloss Dictionary for Sign Language Learners ACL 2022
Comparison Knowledge Translation for Generalizable Image Classification IJCAI 2022
Deepfake Network Architecture Attribution AAAI 2022
Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP AAAI 2022