Multimodal Learning

Language-Aligned Waypoint (LAW) Supervision for Vision-and-Language Navigation in Continuous Environments EMNLP 2021 Language Grounding with 3D Objects CoRL 2021 Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction NAACL 2021 Language or Paralanguage, This is the Problem: Comparing Depressed and Non-Depressed Speakers Through the Analysis of Gated Multimodal Units Interspeech 2021 LanguageRefer: Spatial-Language Model for 3D Visual Grounding CoRL 2021 LapsCore: Language-Guided Person Search via Color Reasoning ICCV 2021 Large-Scale English-Japanese Simultaneous Interpretation Corpus: Construction and Analyses with Sentence-Aligned Data ACL 2021 LayoutTransformer: Scene Layout Generation With Conceptual and Spatial Diversity CVPR 2021 LEAF: A Learnable Frontend for Audio Classification ICLR 2021 Learning Better Visual Dialog Agents With Pretrained Visual-Linguistic Representation CVPR 2021 Learning by Aligning: Visible-Infrared Person Re-Identification Using Cross-Modal Correspondences ICCV 2021 Learning by Planning: Language-Guided Global Image Editing CVPR 2021 Learning Camera Localization via Dense Scene Matching CVPR 2021 Learning Cross-Modal Retrieval With Noisy Labels CVPR 2021 Learning de-identified representations of prosody from raw audio ICML 2021 Learning Diffeomorphic and Modality-invariant Registration using B-splines MIDL 2021 Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal Attention NeurIPS 2021 Learning from Inside: Self-driven Siamese Sampling and Reasoning for Video Question Answering NeurIPS 2021 Learning Intuitive Physics with Multimodal Generative Models AAAI 2021 Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data ACL 2021 Learning Language-Conditioned Robot Behavior from Offline Data and Crowd-Sourced Annotation CoRL 2021 Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis AAAI 2021 Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation ICCV 2021 Learning Relation Alignment for Calibrated Cross-modal Retrieval ACL 2021 Learning Signal-Agnostic Manifolds of Neural Fields NeurIPS 2021