Multimodal Learning

Multi-Modal Alignment Using Representation Codebook CVPR 2022 Multimodal Clustering with Role Induced Constraints for Speaker Diarization Interspeech 2022 Multimodal Context Carryover EMNLP 2022 Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis EMNLP 2022 Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts NeurIPS 2022 Multi-modal Contrastive Representation Learning for Entity Alignment COLING 2022 Multimodal Conversational AI: A Survey of Datasets and Approaches ACL 2022 Multimodal Conversation Modelling for Topic Derailment Detection EMNLP 2022 Multimodal Depression Severity Score Prediction Using Articulatory Coordination Features and Hierarchical Attention Based Text Embeddings Interspeech 2022 Multimodal Dialogue State Tracking NAACL 2022 Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification CVPR 2022 Multi-Modal Extreme Classification CVPR 2022 Multimodal fusion via cortical network inspired losses ACL 2022 Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and Relations AACL 2022 Multimodal Intent Discovery from Livestream Videos NAACL 2022 Multimodal Knowledge Learning for Named Entity Disambiguation EMNLP 2022 Multimodal large language models for inclusive collaboration learning tasks NAACL 2022 Multimodal Learning Using Optimal Transport for Sarcasm and Humor Detection WACV 2022 Multimodal Modeling of Task-Mediated Confusion NAACL 2022 Multimodal Neural Machine Translation with Search Engine Based Image Retrieval COLING 2022 Multi-Modal Perception Attention Network with Self-Supervised Learning for Audio-Visual Speaker Tracking AAAI 2022 Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network ACL 2022 Multimodal Sarcasm Target Identification in Tweets ACL 2022 Multi-Sacle Dynamic Coding Improved Spiking Actor Network for Reinforcement Learning AAAI 2022 Multi-scale Speaker Diarization with Dynamic Scale Weighting Interspeech 2022