Computer Vision

What Makes Transfer Learning Work for Medical Images: Feature Reuse & Other Factors CVPR 2022 What Matters for Meta-Learning Vision Regression Tasks? CVPR 2022 What’s Different between Visual Question Answering for Machine “Understanding” Versus for Accessibility? AACL 2022 What's in Your Hands? 3D Reconstruction of Generic Objects in Hands CVPR 2022 What To Look at and Where: Semantic and Spatial Refined Transformer for Detecting Human-Object Interactions CVPR 2022 When Adversarial Training Meets Vision Transformers: Recipes from Training to Architecture NeurIPS 2022 When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks EMNLP 2022 When did you become so smart, oh wise one?! Sarcasm Explanation in Multi-modal Multi-party Dialogues ACL 2022 When Does Contrastive Visual Representation Learning Work? CVPR 2022 When does dough become a bagel? Analyzing the remaining mistakes on ImageNet NeurIPS 2022 When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework AAAI 2022 When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism AAAI 2022 When the Sun Goes Down: Repairing Photometric Losses for All-Day Depth Estimation CoRL 2022 Where2comm: Communication-Efficient Collaborative Perception via Spatial Confidence Maps NeurIPS 2022 Which Images To Label for Few-Shot Medical Landmark Detection? CVPR 2022 Which Model To Transfer? Finding the Needle in the Growing Haystack CVPR 2022 Whose Hands Are These? Hand Detection and Hand-Body Association in the Wild CVPR 2022 Whose Track Is It Anyway? Improving Robustness to Tracking Errors With Affinity-Based Trajectory Prediction CVPR 2022 Why Discard if You Can Recycle?: A Recycling Max Pooling Module for 3D Point Cloud Analysis CVPR 2022 Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality EMNLP 2022 Width & Depth Pruning for Vision Transformers AAAI 2022 WildNet: Learning Domain Generalized Semantic Segmentation From the Wild CVPR 2022 WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models NeurIPS 2022 Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality CVPR 2022 Wnet: Audio-Guided Video Object Segmentation via Wavelet-Based Cross-Modal Denoising Networks CVPR 2022