Multimodal Learning

AutoGUI: Scaling GUI Grounding with Automatic Functionality Annotations from LLMs ACL 2025 AV-Link: Temporally-Aligned Diffusion Features for Cross-Modal Audio-Video Generation ICCV 2025 AWRaCLe: All-Weather Image Restoration Using Visual In-Context Learning AAAI 2025 Bayesian Test-Time Adaptation for Vision-Language Models CVPR 2025 Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025 Benchmarking Multimodal Models for Ukrainian Language Understanding Across Academic and Cultural Domains ACL 2025 Beyond Visual Understanding Introducing PARROT-360V for Vision Language Model Benchmarking COLING 2025 BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations AAAI 2025 BMIP: Bi-directional Modality Interaction Prompt Learning for VLM IJCAI 2025 Boosting Multi-modal Keyphrase Prediction with Dynamic Chain-of-Thought in Vision-Language Models EMNLP 2025 Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models CVPR 2025 Brown Like Chocolate: How Vision-Language Models Associate Skin Tone with Food Colors EMNLP 2025 CAGE: Unsupervised Visual Composition and Animation for Controllable Video Generation AAAI 2025 Can LLMs Deceive CLIP? Benchmarking Adversarial Compositionality of Pre-trained Multimodal Representation via Text Updates ACL 2025 Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers ACL 2025 Can Vision-Language Models Solve Visual Math Equations? EMNLP 2025 Can Vision Language Models Understand Mimed Actions? ACL 2025 CAPSTONE: Composable Attribute‐Prompted Scene Translation for Zero‐Shot Vision–Language Reasoning EMNLP 2025 CASP: Consistency-aware Audio-induced Saliency Prediction Model for Omnidirectional Video CVPR 2025 Cause-Effect Driven Optimization for Robust Medical Visual Question Answering with Language Biases IJCAI 2025 CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment CVPR 2025 ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild COLING 2025 ChartLens: Fine-grained Visual Attribution in Charts ACL 2025 Chat-Driven Text Generation and Interaction for Person Retrieval EMNLP 2025 CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages ACL 2025