Multimodal Learning

Unified Molecule-Text Language Model with Discrete Token Representation IJCAI 2025 Unified Multimodal Understanding via Byte-Pair Visual Encoding ICCV 2025 Unified Open-World Segmentation with Multi-Modal Prompts ICCV 2025 UnifiedVisual: A Framework for Constructing Unified Vision-Language Datasets EMNLP 2025 UniFuse: A Unified All-in-One Framework for Multi-Modal Medical Image Fusion Under Diverse Degradations and Misalignments ICCV 2025 Unifying Specialized Visual Encoders for Video Language Models ICML 2025 UniGS: Unified Language-Image-3D Pretraining with Gaussian Splatting ICLR 2025 UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation ICML 2025 UniMath-CoT: A Unified Framework for Multimodal Mathematical Reasoning with Re-Inference Affirmation EMNLP 2025 UniMuMo: Unified Text, Music, and Motion Generation AAAI 2025 Uni-NaVid: A Video-based Vision-Language-Action Model for Unifying Embodied Navigation Tasks RSS 2025 Union Is Strength! Unite the Power of LLMs and MLLMs for Chart Question Answering AAAI 2025 UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing CVPR 2025 UniRAG: Universal Retrieval Augmentation for Large Vision Language Models NAACL 2025 UniRestore3D: A Scalable Framework For General Shape Restoration ICLR 2025 Uni-Sign: Toward Unified Sign Language Understanding at Scale ICLR 2025 UniSim: A Unified Simulator for Time-Coarsened Dynamics of Biomolecules ICML 2025 UniSkill: Imitating Human Videos via Cross-Embodiment Skill Representations CoRL 2025 UniSpeaker: A Unified Approach for Multimodality-driven Speaker Generation EMNLP 2025 UniTMGE: Uniform Text-Motion Generation and Editing Model via Diffusion WACV 2025 Unity in Diversity: Video Editing via Gradient-Latent Purification CVPR 2025 Universal Acoustic Adversarial Attacks for Flexible Control of Speech-LLMs EMNLP 2025 Unknown Text Learning for CLIP-based Few-Shot Open-set Recognition ICCV 2025 Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation CVPR 2025 Unleashing Potentials of Vision-Language Models for Zero-Shot HOI Detection WACV 2025