Multimodal Learning

Efficient End-to-End Video Question Answering with Pyramidal Multimodal Transformer AAAI 2023 EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning ACL 2023 Egocentric Audio-Visual Object Localization CVPR 2023 Egocentric Auditory Attention Localization in Conversations CVPR 2023 e-Health CSIRO at RadSum23: Adapting a Chest X-Ray Report Generator to Multimodal Radiology Report Summarisation ACL 2023 Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs ACL 2023 Enhancing Textbooks with Visuals from the Web for Improved Learning EMNLP 2023 ESPVR: Entity Spans Position Visual Regions for Multimodal Named Entity Recognition EMNLP 2023 Event-Guided Person Re-Identification via Sparse-Dense Complementary Learning CVPR 2023 Exploring the Effect of Primitives for Compositional Generalization in Vision-and-Language CVPR 2023 FACTIFY3M: A benchmark for multimodal fact verification with explainability through 5W Question-Answering EMNLP 2023 FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks CVPR 2023 Fighting FIRe with FIRE: Assessing the Validity of Text-to-Video Retrieval Benchmarks EACL 2023 Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions EMNLP 2023 Find-2-Find: Multitask Learning for Anaphora Resolution and Object Localization EMNLP 2023 FLAG3D: A 3D Fitness Activity Dataset With Language Instruction CVPR 2023 Frame-Event Alignment and Fusion Network for High Frame Rate Tracking CVPR 2023 From Wrong To Right: A Recursive Approach Towards Vision-Language Explanation EMNLP 2023 GeoVLN: Learning Geometry-Enhanced Visual Representation With Slot Attention for Vision-and-Language Navigation CVPR 2023 GRES: Generalized Referring Expression Segmentation CVPR 2023 Hallucination Detection for Grounded Instruction Generation EMNLP 2023 Hierarchical Fusion for Online Multimodal Dialog Act Classification EMNLP 2023 Hierarchical Semantic Correspondence Networks for Video Paragraph Grounding CVPR 2023 HierVL: Learning Hierarchical Video-Language Embeddings CVPR 2023 HRDFuse: Monocular 360deg Depth Estimation by Collaboratively Learning Holistic-With-Regional Depth Distributions CVPR 2023