Multimodal Learning

GEN-VLKT: Simplify Association and Enhance Interaction Understanding for HOI Detection CVPR 2022 GHAN: Graph-Based Hierarchical Aggregation Network for Text-Video Retrieval EMNLP 2022 GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022 Globetrotter: Connecting Languages by Connecting Images CVPR 2022 GMN: Generative Multi-modal Network for Practical Document Information Extraction NAACL 2022 Grafting Pre-trained Models for Multimodal Headline Generation EMNLP 2022 Graph-Induced Transformers for Efficient Multi-Hop Question Answering EMNLP 2022 Grounded Language-Image Pre-Training CVPR 2022 Grounding Answers for Visual Questions Asked by Visually Impaired People CVPR 2022 hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification ACL 2022 Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features EMNLP 2022 HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations ACL 2022 Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization AAAI 2022 Hierarchical Multi-Supervision Multi-Interaction Graph Attention Network for Multi-Camera Pedestrian Trajectory Prediction AAAI 2022 HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing ACL 2022 How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing? ACL 2022 How does fake news use a thumbnail? CLIP-based Multimodal Detection on the Unrepresentative News Image ACL 2022 How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions? EMNLP 2022 How Would The Viewer Feel? Estimating Wellbeing From Video Scenarios NeurIPS 2022 Hybrid Deep Learning Model for Fake News Detection in Social Networks (Student Abstract) AAAI 2022 Image Retrieval from Contextual Descriptions ACL 2022 Imagination-Augmented Natural Language Understanding NAACL 2022 Improving information fusion on multimodal clinical data in classification settings EMNLP 2022 Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning WACV 2022 Improving Visual Speech Enhancement Network by Learning Audio-visual Affinity with Multi-head Attention Interspeech 2022