Multimodal Learning

Leveraging Language for Accelerated Learning of Tool Manipulation CoRL 2022 Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation Interspeech 2022 Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection CVPR 2022 Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-Modal Knowledge Transfer ACL 2022 Lexi: Self-Supervised Learning of the UI Language EMNLP 2022 LGT-Net: Indoor Panoramic Room Layout Estimation With Geometry-Aware Transformer Network CVPR 2022 Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling NAACL 2022 LinkBERT: Pretraining Language Models with Document Links ACL 2022 Lite-MDETR: A Lightweight Multi-Modal Detector CVPR 2022 LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling EMNLP 2022 LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems AAAI 2022 LM-Nav: Robotic Navigation with Large Pre-Trained Models of Language, Vision, and Action CoRL 2022 Logically at the Constraint 2022: Multimodal role labelling ACL 2022 LOGICDEF: An Interpretable Defense Framework against Adversarial Examples via Inductive Scene Graph Reasoning AAAI 2022 Logographic Information Aids Learning Better Representations for Natural Language Inference AACL 2022 LongT5: Efficient Text-To-Text Transformer for Long Sequences NAACL 2022 LOViS: Learning Orientation and Visual Signals for Vision and Language Navigation COLING 2022 Low-Latency Online Streaming VideoQA Using Audio-Visual Transformers Interspeech 2022 Low-resource Neural Machine Translation with Cross-modal Alignment EMNLP 2022 LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation EMNLP 2022 M2N: Mesh Movement Networks for PDE Solvers NeurIPS 2022 M3: A Multi-View Fusion and Multi-Decoding Network for Multi-Document Reading Comprehension EMNLP 2022 M3ED: Multi-modal Multi-scene Multi-label Emotional Dialogue Database ACL 2022 M3L: Language-Based Video Editing via Multi-Modal Multi-Level Transformers CVPR 2022 M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design NeurIPS 2022