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Computer Vision

1562 directly classified papers

Papers per year

Papers

Perceptual Quality Assessment of Omnidirectional Images AAAI 2022
Ripple Attention for Visual Perception with Sub-quadratic Complexity ICML 2022
A Unified Framework for Implicit Sinkhorn Differentiation CVPR 2022
Collaboration of Experts: Achieving 80% Top-1 Accuracy on ImageNet with 100M FLOPs ICML 2022
Unified Fourier-based Kernel and Nonlinearity Design for Equivariant Networks on Homogeneous Spaces ICML 2022
RFNet: Unsupervised Network for Mutually Reinforcing Multi-Modal Image Registration and Fusion CVPR 2022
DynaMixer: A Vision MLP Architecture with Dynamic Mixing ICML 2022
Neural Implicit Dictionary Learning via Mixture-of-Expert Training ICML 2022
MatteFormer: Transformer-Based Image Matting via Prior-Tokens CVPR 2022
LCANets: Lateral Competition Improves Robustness Against Corruption and Attack ICML 2022
Visual Attention Emerges from Recurrent Sparse Reconstruction ICML 2022
Adversarial Masking for Self-Supervised Learning ICML 2022
PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs ICML 2022
Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers ICML 2022
Diffusion Models for Adversarial Purification ICML 2022
Channel Importance Matters in Few-Shot Image Classification ICML 2022
Spatial-Channel Token Distillation for Vision MLPs ICML 2022
Revisiting Weakly Supervised Pre-Training of Visual Perception Models CVPR 2022
Implicit Bias of Linear Equivariant Networks ICML 2022
Exploiting Redundancy: Separable Group Convolutional Networks on Lie Groups ICML 2022
CSWin Transformer: A General Vision Transformer Backbone With Cross-Shaped Windows CVPR 2022
Sanity Simulations for Saliency Methods 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
Knowledge Distillation: A Good Teacher Is Patient and Consistent CVPR 2022