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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

Spatial-Channel Token Distillation for Vision MLPs ICML 2022
Sanity Simulations for Saliency Methods ICML 2022
Collaboration of Experts: Achieving 80% Top-1 Accuracy on ImageNet with 100M FLOPs ICML 2022
Understanding The Robustness in Vision Transformers ICML 2022
NP-Match: When Neural Processes meet Semi-Supervised Learning ICML 2022
FOCUS: Familiar Objects in Common and Uncommon Settings ICML 2022
Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations ICML 2022
Evaluating the Adversarial Robustness of Adaptive Test-time Defenses ICML 2022
Investigating and Explaining the Frequency Bias in Image Classification IJCAI 2022
Towards End-to-End Image Compression and Analysis with Transformers AAAI 2022
Semi-supervised Vision Transformers at Scale NIPS 2022
Scaling Vision Transformers CVPR 2022
Improving Fractal Pre-Training WACV 2022
Danish Fungi 2020 - Not Just Another Image Recognition Dataset WACV 2022
Weakly Supervised Branch Network With Template Mask for Classifying Masses in 3D Automated Breast Ultrasound WACV 2022
Leveraging Test-Time Consensus Prediction for Robustness Against Unseen Noise WACV 2022
Attribute-Based Deep Periocular Recognition: Leveraging Soft Biometrics to Improve Periocular Recognition WACV 2022
Self-Guidance: Improve Deep Neural Network Generalization via Knowledge Distillation WACV 2022
The Untapped Potential of Off-the-Shelf Convolutional Neural Networks WACV 2022
Detecting Deepfakes With Self-Blended Images CVPR 2022
ktrain: A Low-Code Library for Augmented Machine Learning JMLR 2022
Meta Approach to Data Augmentation Optimization WACV 2022
Balanced Contrastive Learning for Long-Tailed Visual Recognition CVPR 2022
SemEval-2022 Task 5: Multimedia Automatic Misogyny Identification NAACL 2022
Revisiting Weakly Supervised Pre-Training of Visual Perception Models CVPR 2022