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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

Diversity Matters When Learning From Ensembles NIPS 2021
Dynamic Grained Encoder for Vision Transformers NIPS 2021
Dataset Distillation with Infinitely Wide Convolutional Networks NIPS 2021
Combining Human Predictions with Model Probabilities via Confusion Matrices and Calibration NIPS 2021
Rethinking Class Relations: Absolute-Relative Supervised and Unsupervised Few-Shot Learning CVPR 2021
Mind the Box: $l_1$-APGD for Sparse Adversarial Attacks on Image Classifiers ICML 2021
Improved Algorithms for Agnostic Pool-based Active Classification ICML 2021
How Do Adam and Training Strategies Help BNNs Optimization ICML 2021
Data Augmentation for Meta-Learning ICML 2021
Barlow Twins: Self-Supervised Learning via Redundancy Reduction ICML 2021
Self-Supervised Wasserstein Pseudo-Labeling for Semi-Supervised Image Classification CVPR 2021
Going Deeper With Directly-Trained Larger Spiking Neural Networks AAAI 2021
Adversarial Purification with Score-based Generative Models ICML 2021
Image Sequence Generation and Analysis via GRU and Attention for Trachomatous Trichiasis Classification MIDL 2021
Adversarial Robustness Across Representation Spaces CVPR 2021
RNNP: A Robust Few-Shot Learning Approach WACV 2021
Truly Shift-Invariant Convolutional Neural Networks CVPR 2021
Your "Flamingo" is My "Bird": Fine-Grained, or Not CVPR 2021
RSG: A Simple but Effective Module for Learning Imbalanced Datasets CVPR 2021
Convolutional Dynamic Alignment Networks for Interpretable Classifications CVPR 2021
StyleMix: Separating Content and Style for Enhanced Data Augmentation CVPR 2021
SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios NIPS 2021
CoAtNet: Marrying Convolution and Attention for All Data Sizes NIPS 2021
Multi-view Feature Augmentation with Adaptive Class Activation Mapping IJCAI 2021
GM-MLIC: Graph Matching based Multi-Label Image Classification IJCAI 2021