Multimodal Learning

Understanding and Mitigating Miscalibration in Prompt Tuning for Vision-Language Models ICML 2025 Understanding Complexity in VideoQA via Visual Program Generation ICML 2025 Understanding Co-speech Gestures in-the-wild ICCV 2025 Understanding Dementia Speech Alignment with Diffusion-Based Image Generation Interspeech 2025 Understanding Emotional Body Expressions via Large Language Models AAAI 2025 Understanding Figurative Meaning through Explainable Visual Entailment NAACL 2025 Understanding Fine-tuning CLIP for Open-vocabulary Semantic Segmentation in Hyperbolic Space CVPR 2025 Understanding GUI Agent Localization Biases through Logit Sharpness EMNLP 2025 Understanding Long Videos with Multimodal Language Models ICLR 2025 Understanding Model Reprogramming for CLIP via Decoupling Visual Prompts ICML 2025 Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach ICML 2025 Understanding Multi-Task Activities from Single-Task Videos CVPR 2025 Understanding Museum Exhibits using Vision-Language Reasoning ICCV 2025 Understanding Personal Concept in Open-Vocabulary Semantic Segmentation ICCV 2025 Understanding the Emergence of Multimodal Representation Alignment ICML 2025 Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models EMNLP 2025 Unhackable Temporal Reward for Scalable Video MLLMs ICLR 2025 UNIALIGN: Scaling Multimodal Alignment within One Unified Model CVPR 2025 UniBuc-SB at ArchEHR-QA 2025: A Resource-Constrained Pipeline for Relevance Classification and Grounded Answer Synthesis ACL 2025 UniCodec: Unified Audio Codec with Single Domain-Adaptive Codebook ACL 2025 UniEDU: Toward Unified and Efficient Large Multimodal Models for Educational Tasks EMNLP 2025 Unified Audio-Visual Modeling for Recognizing Which Face Spoke When and What in Multi-Talker Overlapped Speech and Video Interspeech 2025 Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision AAAI 2025 Unified Grid Tagging Scheme for Aspect Sentiment Quad Prediction COLING 2025 UnifiedMLLM: Enabling Unified Representation for Multi-modal Multi-tasks With Large Language Model NAACL 2025