multimodal learning

ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom EMNLP 2025 ProtCLIP: Function-Informed Protein Multi-Modal Learning AAAI 2025 Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench NAACL 2025 Protein2Text: Resampling Mechanism to Translate Protein Sequences into Human-Interpretable Text NAACL 2025 Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning CVPR 2025 PruneVid: Visual Token Pruning for Efficient Video Large Language Models ACL 2025 PS3: A Multimodal Transformer Integrating Pathology Reports with Histology Images and Biological Pathways for Cancer Survival Prediction ICCV 2025 PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension ACL 2025 PunMemeCN: A Benchmark to Explore Vision-Language Models’ Understanding of Chinese Pun Memes EMNLP 2025 PureForest: A Large-Scale Aerial Lidar and Aerial Imagery Dataset for Tree Species Classification in Monospecific Forests WACV 2025 Puzzled by Puzzles: When Vision-Language Models Can’t Take a Hint EMNLP 2025 PuzzleGPT: Emulating Human Puzzle-Solving Ability for Time and Location Prediction NAACL 2025 PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation WACV 2025 QAVA: Query-Agnostic Visual Attack to Large Vision-Language Models NAACL 2025 QCNN-MFND: A Novel Quantum CNN Framework for Multimodal Fake News Detection in Social Media AACL 2025 Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation AAAI 2025 Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models ACL 2025 Query-centric Audio-Visual Cognition Network for Moment Retrieval, Segmentation and Step-Captioning AAAI 2025 Query-Driven Multimodal GraphRAG: Dynamic Local Knowledge Graph Construction for Online Reasoning ACL 2025 Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance COLING 2025 R²-CoD: Understanding Text-Graph Complementarity in Relational Reasoning via Knowledge Co-Distillation IJCNLP 2025 RaCMC: Residual-Aware Compensation Network with Multi-Granularity Constraints for Fake News Detection AAAI 2025 RAcQUEt: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs EMNLP 2025 RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection ACL 2025 RAGNet: Large-scale Reasoning-based Affordance Segmentation Benchmark towards General Grasping ICCV 2025