Core AI

How Well Do Self-Supervised Models Transfer? CVPR 2021 HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation CVPR 2021 IA-RED$^2$: Interpretability-Aware Redundancy Reduction for Vision Transformers NeurIPS 2021 Image Restoration for Under-Display Camera CVPR 2021 Implicit Semantic Response Alignment for Partial Domain Adaptation NeurIPS 2021 Improving Panoptic Segmentation at All Scales CVPR 2021 Improving Transferability of Representations via Augmentation-Aware Self-Supervision NeurIPS 2021 Inflate and Shrink:Enriching and Reducing Interactions for Fast Text-Image Retrieval EMNLP 2021 Intelligent Carpet: Inferring 3D Human Pose From Tactile Signals CVPR 2021 Interpretable agent communication from scratch (with a generic visual processor emerging on the side) NeurIPS 2021 Interpreting Multivariate Shapley Interactions in DNNs AAAI 2021 Invisible Perturbations: Physical Adversarial Examples Exploiting the Rolling Shutter Effect CVPR 2021 Involution: Inverting the Inherence of Convolution for Visual Recognition CVPR 2021 Iterative Shrinking for Referring Expression Grounding Using Deep Reinforcement Learning CVPR 2021 Jigsaw Clustering for Unsupervised Visual Representation Learning CVPR 2021 KeepAugment: A Simple Information-Preserving Data Augmentation Approach CVPR 2021 Large Norms of CNN Layers Do Not Hurt Adversarial Robustness AAAI 2021 Large Scale Multi-Illuminant (LSMI) Dataset for Developing White Balance Algorithm Under Mixed Illumination ICCV 2021 LayoutGMN: Neural Graph Matching for Structural Layout Similarity CVPR 2021 Learning Better Visual Data Similarities via New Grouplet Non-Euclidean Embedding ICCV 2021 Learning Camera Localization via Dense Scene Matching CVPR 2021 Learning Dynamic Alignment via Meta-Filter for Few-Shot Learning CVPR 2021 Learning Generative Vision Transformer with Energy-Based Latent Space for Saliency Prediction NeurIPS 2021 Learning Logic Rules for Document-Level Relation Extraction EMNLP 2021 Learning to Compose Visual Relations NeurIPS 2021