Multimodal Learning

Deduce and Select Evidences with Language Models for Training-Free Video Goal Inference WACV 2025 Deep Fair Multi-View Clustering with Attention KAN CVPR 2025 Deep Fuzzy Multi-view Learning for Reliable Classification ICML 2025 Deep Submodular Optimization and LLM for Multimodal Content Extraction and Automatic Poster Generation from Long Document AAAI 2025 Deep Temporal Reasoning in Video Language Models: A Cross-Linguistic Evaluation of Action Duration and Completion through Perfect Times ACL 2025 Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization AAAI 2025 DeFusion: An Effective Decoupling Fusion Network for Multi-Modal Pregnancy Prediction MIDL 2025 DELOC: Document Element Localizer EMNLP 2025 DeMo: Decoupled Feature-Based Mixture of Experts for Multi-Modal Object Re-Identification AAAI 2025 Dense Audio-Visual Event Localization Under Cross-Modal Consistency and Multi-Temporal Granularity Collaboration AAAI 2025 Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology ICCV 2025 DesignCLIP: Multimodal Learning with CLIP for Design Patent Understanding EMNLP 2025 Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback AAAI 2025 Developing a High-performance Framework for Speech Emotion Recognition in Naturalistic Conditions Challenge for Emotional Attribute Prediction Interspeech 2025 DH-Set: Improving Vision-Language Alignment with Diverse and Hybrid Set-Embeddings Learning CVPR 2025 DICE-BENCH: Evaluating the Tool-Use Capabilities of Large Language Models in Multi-Round, Multi-Party Dialogues ACL 2025 DiffCLIP: Few-shot Language-driven Multimodal Classifier AAAI 2025 Differentiated Vision: Unveiling Entity-Specific Visual Modality Requirements for Multimodal Knowledge Graph EMNLP 2025 DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation CVPR 2025 Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces ICML 2025 DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning EMNLP 2025 DIS-CO: Discovering Copyrighted Content in VLMs Training Data ICML 2025 Distilled Prompt Learning for Incomplete Multimodal Survival Prediction CVPR 2025 Distilling Cross-Modal Knowledge into Domain-Specific Retrievers for Enhanced Industrial Document Understanding EMNLP 2025 Distilling Multi-modal Large Language Models for Autonomous Driving CVPR 2025