Multimodal Learning

The Double-Ellipsoid Geometry of CLIP ICML 2025 The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models Via Visual Information Steering ICML 2025 The Illusion of Empathy: How AI Chatbots Shape Conversation Perception AAAI 2025 The Impact of Image Resolution on Biomedical Multimodal Large Language Models MLHC 2025 The Impact of Visual Information in Chinese Characters: Evaluating Large Models’ Ability to Recognize and Utilize Radicals NAACL 2025 The Inter-Intra Modal Measure: A Predictive Lens on Fine-Tuning Outcomes in Vision-Language Models ICCV 2025 The Labyrinth of Links: Navigating the Associative Maze of Multi-modal LLMs ICLR 2025 The Language of Motion: Unifying Verbal and Non-verbal Language of 3D Human Motion CVPR 2025 The "Law'' of the Unconscious Contrastive Learner: Probabilistic Alignment of Unpaired Modalities ICLR 2025 The More, The Better? A Critical Study of Multimodal Context in Radiology Report Summarization EMNLP 2025 The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Interspeech 2025 The mutual exclusivity bias of bilingual visually grounded speech models Interspeech 2025 TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding ACL 2025 Theorem-Validated Reverse Chain-of-Thought Problem Generation for Geometric Reasoning EMNLP 2025 The Photographer's Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers CVPR 2025 The Power of Many: Multi-Agent Multimodal Models for Cultural Image Captioning NAACL 2025 The role of audio-visual integration in the time course of phonetic encoding in self-supervised speech models Interspeech 2025 The Role of Model Confidence on Bias Effects in Measured Uncertainties for Vision-Language Models EMNLP 2025 The Role of Prosody in Spoken Question Answering NAACL 2025 The Role of Visual Modality in Multimodal Mathematical Reasoning: Challenges and Insights ACL 2025 The Scalability of Simplicity: Empirical Analysis of Vision-Language Learning with a Single Transformer ICCV 2025 The Scene Language: Representing Scenes with Programs, Words, and Embeddings CVPR 2025 The Security Threat of Compressed Projectors in Large Vision-Language Models EMNLP 2025 The Silent Assistant: NoiseQuery as Implicit Guidance for Goal-Driven Image Generation ICCV 2025 The Sound of Simulation: Learning Multimodal Sim-to-Real Robot Policies with Generative Audio CoRL 2025