Multimodal Learning

Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue EMNLP 2022 Integrative Few-Shot Learning for Classification and Segmentation CVPR 2022 Interact Before Align: Leveraging Cross-Modal Knowledge for Domain Adaptive Action Recognition CVPR 2022 Interact, Embed, and EnlargE: Boosting Modality-Specific Representations for Multi-Modal Person Re-identification AAAI 2022 Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters AAAI 2022 LAION-5B: An open large-scale dataset for training next generation image-text models NeurIPS 2022 Language-agnostic Semantic Consistent Text-to-Image Generation ACL 2022 Language As Queries for Referring Video Object Segmentation CVPR 2022 Language Conditioned Spatial Relation Reasoning for 3D Object Grounding NeurIPS 2022 Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners NeurIPS 2022 LaTr: Layout-Aware Transformer for Scene-Text VQA CVPR 2022 L-CoDe:Language-Based Colorization Using Color-Object Decoupled Conditions AAAI 2022 Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task EMNLP 2022 Learning Aligned Cross-Modal Representation for Generalized Zero-Shot Classification AAAI 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 Hierarchical Cross-Modal Association for Co-Speech Gesture Generation CVPR 2022 Learning Multi-View Aggregation in the Wild for Large-Scale 3D Semantic Segmentation CVPR 2022 Learning Program Representations for Food Images and Cooking Recipes CVPR 2022 Learning To Answer Questions in Dynamic Audio-Visual Scenarios CVPR 2022 Learning to Model Multimodal Semantic Alignment for Story Visualization EMNLP 2022 Less Is More: Generating Grounded Navigation Instructions From Landmarks CVPR 2022 Let Images Give You More: Point Cloud Cross-Modal Training for Shape Analysis NeurIPS 2022 Leveraging Acoustic Contextual Representation by Audio-textual Cross-modal Learning for Conversational ASR Interspeech 2022 Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition ACL 2022