Multimodal Learning

Differentiable Prompt Learning for Vision Language Models IJCAI 2025 Differentiable Room Acoustic Rendering with Multi-View Vision Priors ICCV 2025 Differentiated Vision: Unveiling Entity-Specific Visual Modality Requirements for Multimodal Knowledge Graph EMNLP 2025 Diff-LMM: Diffusion Teacher-Guided Spatio-Temporal Perception for Video Large Multimodal Models IJCAI 2025 DiffPortrait360: Consistent Portrait Diffusion for 360 View Synthesis CVPR 2025 DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation CVPR 2025 Diffusion Feedback Helps CLIP See Better ICLR 2025 Diffusion Instruction Tuning ICML 2025 Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective EMNLP 2025 DigitalLLaVA: Incorporating Digital Cognition Capability for Physical World Comprehension in Multimodal LLMs AAAI 2025 DIH-CLIP: Unleashing the Diversity of Multi-Head Self-Attention for Training-Free Open-Vocabulary Semantic Segmentation ICCV 2025 DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning EMNLP 2025 DiMPLe - Disentangled Multi-Modal Prompt Learning: Enhancing Out-Of-Distribution Alignment with Invariant and Spurious Feature Separation ICCV 2025 DiN: Diffusion Model for Robust Medical VQA with Semantic Noisy Labels CVPR 2025 DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment CVPR 2025 DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning ICML 2025 Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward NAACL 2025 Disambiguating Reference in Visually Grounded Dialogues through Joint Modeling of Textual and Multimodal Semantic Structures ACL 2025 DiscoGraMS: Enhancing Movie Screen-Play Summarization using Movie Character-Aware Discourse Graph NAACL 2025 DiscoSG: Towards Discourse-Level Text Scene Graph Parsing through Iterative Graph Refinement EMNLP 2025 DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs ICCV 2025 Discourse-Driven Code-Switching: Analyzing the Role of Content and Communicative Function in Spanish-English Bilingual Speech EMNLP 2025 Discovering Clone Negatives via Adaptive Contrastive Learning for Image-Text Matching ICLR 2025 Discovering Divergent Representations between Text-to-Image Models ICCV 2025 DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval CVPR 2025