Multimodal Learning

DOGE: LLMs-Enhanced Hyper-Knowledge Graph Recommender for Multimodal Recommendation AAAI 2025 DOGR: Towards Versatile Visual Document Grounding and Referring ICCV 2025 Do It Yourself (DIY): Modifying Images for Poems in a Zero-Shot Setting Using Weighted Prompt Manipulation EMNLP 2025 Do LLM Modules Generalize? A Study on Motion Generation for Autonomous Driving CoRL 2025 Domain Adaptation Method and Modality Gap Impact in Audio-Text Models for Prototypical Sound Classification Interspeech 2025 Domain-Generalized Object Anti-Spoofing: Bridging Gaps and Patch Selection for Robust Detection Across Domains WACV 2025 Domain-Informed Label Fusion Surpasses LLMs in Free-Living Activity Classification (Student Abstract) AAAI 2025 Do Multimodal Large Language Models Truly See What We Point At? Investigating Indexical, Iconic, and Symbolic Gesture Comprehension ACL 2025 Donate or Create? Comparing Data Collection Strategies for Emotion-labeled Multimodal Social Media Posts ACL 2025 DongbaMIE: A Multimodal Information Extraction Dataset for Evaluating Semantic Understanding of Dongba Pictograms EMNLP 2025 Don’t Miss the Forest for the Trees: Attentional Vision Calibration for Large Vision Language Models ACL 2025 DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles CVPR 2025 Double Entendre: Robust Audio-Based AI-Generated Lyrics Detection via Multi-View Fusion ACL 2025 Double-Filter: Efficient Fine-tuning of Pre-trained Vision-Language Models via Patch&Layer Filtering ICML 2025 Do Video Language Models really understand the video contexts? NAACL 2025 Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations? ICLR 2025 Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation ACL 2025 Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference under Ambiguities ICLR 2025 Do Visual Imaginations Improve Vision-and-Language Navigation Agents? CVPR 2025 Do We Need Large VLMs for Spotting Soccer Actions? IJCNLP 2025 Do We Really Need Curated Malicious Data for Safety Alignment in Multi-modal Large Language Models? CVPR 2025 Do What? Teaching Vision-Language-Action Models to Reject the Impossible EMNLP 2025 Do You Keep an Eye on What I Ask? Mitigating Multimodal Hallucination via Attention-Guided Ensemble Decoding ICLR 2025 DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models WACV 2025 DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models CVPR 2025