Multimodal Learning

DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning ACL 2025 DAMA: Data- and Model-aware Alignment of Multi-modal LLMs ICML 2025 DAM: Dynamic Adapter Merging for Continual Video QA Learning WACV 2025 DAMMFND: Domain-Aware Multimodal Multi-view Fake News Detection AAAI 2025 DAMPER: A Dual-Stage Medical Report Generation Framework with Coarse-Grained MeSH Alignment and Fine-Grained Hypergraph Matching AAAI 2025 DanceEditor: Towards Iterative Editable Music-driven Dance Generation with Open-Vocabulary Descriptions ICCV 2025 DaNet: Dual-Aware Enhanced Alignment Network for Multimodal Aspect-Based Sentiment Analysis ACL 2025 DAPE-BR: Distance-Aware Positional Encoding for Mitigating Object Hallucination in LVLMs EMNLP 2025 DART: Disease-aware Image-Text Alignment and Self-correcting Re-alignment for Trustworthy Radiology Report Generation CVPR 2025 DASH: Detection and Assessment of Systematic Hallucinations of VLMs ICCV 2025 DASR: Distributed Adaptive Scene Recognition - A Multi-Agent Cloud-Edge Framework for Language-Guided Scene Detection EMNLP 2025 Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling ACL 2025 Data-Efficient 3D Visual Grounding via Order-Aware Referring WACV 2025 Data-Efficiently Learn Large Language Model for Universal 3D Scene Perception NAACL 2025 Data or Language Supervision: What Makes CLIP Better than DINO? EMNLP 2025 Dataset Distillation via Vision-Language Category Prototype ICCV 2025 Datasets and Recipes for Video Temporal Grounding via Reinforcement Learning EMNLP 2025 D-Attn: Decomposed Attention for Large Vision-and-Language Model ICCV 2025 DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs EMNLP 2025 D-CoDe: Scaling Image-Pretrained VLMs to Video via Dynamic Compression and Question Decomposition EMNLP 2025 DCP: Dual-Cue Pruning for Efficient Large Vision-Language Models EMNLP 2025 DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging CVPR 2025 Debating for Better Reasoning in Vision-Language Models EMNLP 2025 Debiased Multimodal Understanding for Human Language Sequences AAAI 2025 Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization CVPR 2025