Multimodal Learning

Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing AAAI 2021 Multimodal Multi-Speaker Merger & Acquisition Financial Modeling: A New Task, Dataset, and Neural Baselines ACL 2021 Multi-Modal Open-Domain Dialogue EMNLP 2021 Multimodal or Text? Retrieval or BERT? Benchmarking Classifiers for the Shared Task on Hateful Memes ACL 2021 Multimodal Phased Transformer for Sentiment Analysis EMNLP 2021 Multimodal Prototypical Networks for Few-Shot Learning WACV 2021 MultiModalQA: complex question answering over text, tables and images ICLR 2021 Multi-Modal Relational Graph for Cross-Modal Video Moment Retrieval CVPR 2021 Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks ACL 2021 Multimodal Speech Summarization Through Semantic Concept Learning Interspeech 2021 Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation EACL 2021 Multimodal Transformer Networks for Pedestrian Trajectory Prediction IJCAI 2021 Multimodal Virtual Point 3D Detection NeurIPS 2021 Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal Reviews ACL 2021 Multiple Tasks Integration: Tagging, Syntactic and Semantic Parsing as a Single Task EACL 2021 Multi-Scale Progressive Attention Network for Video Question Answering ACL 2021 Multi-stage Pre-training over Simplified Multimodal Pre-training Models ACL 2021 Multi Task Learning based Framework for Multimodal Classification NAACL 2021 Multi-Task Learning for End-to-End ASR Word and Utterance Confidence with Deletion Prediction Interspeech 2021 MURAL: Multimodal, Multitask Representations Across Languages EMNLP 2021 MUSER: MUltimodal Stress detection using Emotion Recognition as an Auxiliary Task NAACL 2021 Mutual-Complementing Framework for Nuclei Detection and Segmentation in Pathology Image ICCV 2021 Mutual-Learning Improves End-to-End Speech Translation EMNLP 2021 Named Entity Recognition in Historic Legal Text: A Transformer and State Machine Ensemble Method EMNLP 2021 Nerfies: Deformable Neural Radiance Fields ICCV 2021