Multimodal Learning

Unleashing the Potential of Consistency Learning for Detecting and Grounding Multi-Modal Media Manipulation CVPR 2025 Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment ICLR 2025 Unleashing the Temporal-Spatial Reasoning Capacity of GPT for Training-Free Audio and Language Referenced Video Object Segmentation AAAI 2025 Unlocking Speech Instruction Data Potential with Query Rewriting ACL 2025 Unlocking the Capabilities of Large Vision-Language Models for Generalizable and Explainable Deepfake Detection ICML 2025 Unlocking the Power of Rehearsal in Continual Learning: A Theoretical Perspective ICML 2025 Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering EMNLP 2025 Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models ACL 2025 Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models ACL 2025 Unsupervised Audio-Visual Segmentation with Modality Alignment AAAI 2025 Unsupervised Domain Adaptive Visual Question Answering in the Era of Multi-Modal Large Language Models WACV 2025 Unsupervised Visible-Infrared Person Re-identification under Unpaired Settings ICCV 2025 Unsupervised Visual Chain-of-Thought Reasoning via Preference Optimization ICCV 2025 Unveiling Cultural Blind Spots: Analyzing the Limitations of mLLMs in Procedural Text Comprehension ACL 2025 Unveiling Multimodal Processing: Exploring Activation Patterns in Multimodal LLMs for Interpretability and Efficiency EMNLP 2025 Unveiling Multi-View Anomaly Detection: Intra-view Decoupling and Inter-view Fusion AAAI 2025 Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges ACL 2025 Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly CVPR 2025 Unveiling the Invisible: Reasoning Complex Occlusions Amodally with AURA ICCV 2025 Unveiling the Knowledge of CLIP for Training-Free Open-Vocabulary Semantic Segmentation AAAI 2025 Unveiling the Mist over 3D Vision-Language Understanding: Object-centric Evaluation with Chain-of-Analysis CVPR 2025 Unveiling the Response of Large Vision-Language Models to Visually Absent Tokens EMNLP 2025 Unveiling Uncertainty: A Deep Dive into Calibration and Performance of Multimodal Large Language Models COLING 2025 Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach CVPR 2025 Unveil Inversion and Invariance in Flow Transformer for Versatile Image Editing CVPR 2025