Core AI

Inductive Bias of Multi-Channel Linear Convolutional Networks with Bounded Weight Norm COLT 2022 Instance-Wise Occlusion and Depth Orders in Natural Scenes CVPR 2022 Interpretable Part-Whole Hierarchies and Conceptual-Semantic Relationships in Neural Networks CVPR 2022 JIFF: Jointly-Aligned Implicit Face Function for High Quality Single View Clothed Human Reconstruction CVPR 2022 K-LITE: Learning Transferable Visual Models with External Knowledge NeurIPS 2022 Knowledge Distillation: A Good Teacher Is Patient and Consistent CVPR 2022 Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract) AAAI 2022 Lagrange Motion Analysis and View Embeddings for Improved Gait Recognition CVPR 2022 Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners NeurIPS 2022 Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA EMNLP 2022 Large-batch Optimization for Dense Visual Predictions: Training Faster R-CNN in 4.2 Minutes NeurIPS 2022 Latency-aware Spatial-wise Dynamic Networks NeurIPS 2022 LaTr: Layout-Aware Transformer for Scene-Text VQA CVPR 2022 LAVT: Language-Aware Vision Transformer for Referring Image Segmentation CVPR 2022 LCANets: Lateral Competition Improves Robustness Against Corruption and Attack ICML 2022 Learnable Irrelevant Modality Dropout for Multimodal Action Recognition on Modality-Specific Annotated Videos CVPR 2022 Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task EMNLP 2022 Learning Affordance Grounding From Exocentric Images CVPR 2022 Learning Audio-Visual Dynamics Using Scene Graphs for Audio Source Separation NeurIPS 2022 Learning Based Multi-Modality Image and Video Compression CVPR 2022 Learning Disentangled Attribute Representations for Robust Pedestrian Attribute Recognition AAAI 2022 Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning View ICLR 2022 Learning Efficient Vision Transformers via Fine-Grained Manifold Distillation NeurIPS 2022 Learning from Label Proportions with Prototypical Contrastive Clustering AAAI 2022 Learning Functional Distributional Semantics with Visual Data ACL 2022