Computer Vision

Single-Shot Freestyle Dance Reenactment CVPR 2021 SOFT: Softmax-free Transformer with Linear Complexity NeurIPS 2021 Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation NeurIPS 2021 Spatial Assembly Networks for Image Representation Learning CVPR 2021 Spatially-Adaptive Image Restoration Using Distortion-Guided Networks ICCV 2021 StyleMix: Separating Content and Style for Enhanced Data Augmentation CVPR 2021 Task Switching Network for Multi-Task Learning ICCV 2021 TDAF: Top-Down Attention Framework for Vision Tasks AAAI 2021 Techniques for Symbol Grounding with SATNet NeurIPS 2021 The Affective Growth of Computer Vision CVPR 2021 The functional specialization of visual cortex emerges from training parallel pathways with self-supervised predictive learning NeurIPS 2021 The Lottery Tickets Hypothesis for Supervised and Self-Supervised Pre-Training in Computer Vision Models CVPR 2021 Themis: A Fair Evaluation Platform for Computer Vision Competitions IJCAI 2021 Tied Block Convolution: Leaner and Better CNNs with Shared Thinner Filters AAAI 2021 Tokens-to-Token ViT: Training Vision Transformers From Scratch on ImageNet ICCV 2021 Towards Domain Invariant Single Image Dehazing AAAI 2021 Transformation Driven Visual Reasoning CVPR 2021 Trash or Treasure? An Interactive Dual-Stream Strategy for Single Image Reflection Separation NeurIPS 2021 Truly Shift-Invariant Convolutional Neural Networks CVPR 2021 Uncertainty Quantification in CNN Through the Bootstrap of Convex Neural Networks AAAI 2021 Understanding Failures of Deep Networks via Robust Feature Extraction CVPR 2021 Unshuffling Data for Improved Generalization in Visual Question Answering ICCV 2021 Unsupervised Foreground Extraction via Deep Region Competition NeurIPS 2021 Unsupervised Learning for Robust Fitting: A Reinforcement Learning Approach CVPR 2021 UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning CVPR 2021