Multimodal Learning

Towards Answering Health-related Questions from Medical Videos: Datasets and Approaches COLING 2024 Towards Artwork Explanation in Large-scale Vision Language Models ACL 2024 Towards a Simultaneous and Granular Identity-Expression Control in Personalized Face Generation CVPR 2024 Towards Automated Movie Trailer Generation CVPR 2024 Towards Balanced Alignment: Modal-Enhanced Semantic Modeling for Video Moment Retrieval AAAI 2024 Towards Better Vision-Inspired Vision-Language Models CVPR 2024 Towards Calibrated Robust Fine-Tuning of Vision-Language Models NeurIPS 2024 Towards Context-Based Violence Detection: A Korean Crime Dialogue Dataset EACL 2024 Towards Difficulty-Agnostic Efficient Transfer Learning for Vision-Language Models EMNLP 2024 Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning AAAI 2024 Towards Efficient Visual-Language Alignment of the Q-Former for Visual Reasoning Tasks EMNLP 2024 Towards EMG-to-Speech with Necklace Form Factor Interspeech 2024 Towards Explainable Monaural Speaker Separation with Auditory-based Training Interspeech 2024 Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image Manipulation COLING 2024 Towards Flexible Visual Relationship Segmentation NeurIPS 2024 Towards Hierarchical Spoken Language Disfluency Modeling EACL 2024 Towards Holistic, Pragmatic and Multimodal Conversational Systems AAAI 2024 Towards Human-Like Machine Comprehension: Few-Shot Relational Learning in Visually-Rich Documents COLING 2024 Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale EMNLP 2024 Towards Language-Driven Video Inpainting via Multimodal Large Language Models CVPR 2024 Towards Low-Resource Harmful Meme Detection with LMM Agents EMNLP 2024 Towards More Unified In-context Visual Understanding CVPR 2024 Towards Multilingual Audio-Visual Question Answering Interspeech 2024 Towards Multi-modal Sarcasm Detection via Disentangled Multi-grained Multi-modal Distilling COLING 2024 Towards Neuron Attributions in Multi-Modal Large Language Models NeurIPS 2024