Multimodal Learning

Modularity through Attention: Efficient Training and Transfer of Language-Conditioned Policies for Robot Manipulation CoRL 2022 MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing NeurIPS 2022 More Than Words: In-the-Wild Visually-Driven Prosody for Text-to-Speech CVPR 2022 Morphotactic Modeling in an Open-source Multi-dialectal Arabic Morphological Analyzer and Generator NAACL 2022 MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion EMNLP 2022 MOSRA: Joint Mean Opinion Score and Room Acoustics Speech Quality Assessment Interspeech 2022 Motion Transformer with Global Intention Localization and Local Movement Refinement NeurIPS 2022 MovieUN: A Dataset for Movie Understanding and Narrating EMNLP 2022 mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022 mRI: Multi-modal 3D Human Pose Estimation Dataset using mmWave, RGB-D, and Inertial Sensors NeurIPS 2022 MSCTD: A Multimodal Sentiment Chat Translation Dataset ACL 2022 M-SENA: An Integrated Platform for Multimodal Sentiment Analysis ACL 2022 MTL-SLT: Multi-Task Learning for Spoken Language Tasks ACL 2022 MuCDN: Mutual Conversational Detachment Network for Emotion Recognition in Multi-Party Conversations COLING 2022 MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-Based Visual Question Answering CVPR 2022 Multichannel Speech Separation with Narrow-band Conformer Interspeech 2022 Multi-Grained Vision Language Pre-Training: Aligning Texts with Visual Concepts ICML 2022 Multi-Granularity Semantic Aware Graph Model for Reducing Position Bias in Emotion Cause Pair Extraction ACL 2022 Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks AAAI 2022 Multi-level Community-awareness Graph Neural Networks for Neural Machine Translation COLING 2022 Multi-level Fusion of Wav2vec 2.0 and BERT for Multimodal Emotion Recognition Interspeech 2022 Multilevel Hypernode Graphs for Effective and Efficient Entity Linking COLING 2022 Multi-Lingual Acquisition on Multimodal Pre-training for Cross-modal Retrieval NeurIPS 2022 Multilingual Event Linking to Wikidata NAACL 2022 Multilingual Multimodal Learning with Machine Translated Text EMNLP 2022