Multimodal Learning

PresentAgent: Multimodal Agent for Presentation Video Generation EMNLP 2025 Preserve or Modify? Context-Aware Evaluation for Balancing Preservation and Modification in Text-Guided Image Editing CVPR 2025 PrevPredMap: Exploring Temporal Modeling with Previous Predictions for Online Vectorized HD Map Construction WACV 2025 Principled Content Selection to Generate Diverse and Personalized Multi-Document Summaries ACL 2025 Probabilistic Prototype Calibration of Vision-language Models for Generalized Few-shot Semantic Segmentation ICCV 2025 Probing Relative Interaction and Dynamic Calibration in Multi-modal Entity Alignment ACL 2025 ProbMED: A Probabilistic Framework for Medical Multimodal Binding ICCV 2025 Progressive Multimodal Reasoning via Active Retrieval ACL 2025 ProMedTS: A Self-Supervised, Prompt-Guided Multimodal Approach for Integrating Medical Text and Time Series ACL 2025 Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis AAAI 2025 Prompt-Guided Augmentation and Multi-modal Fusion for Argumentative Fallacy Classification in Political Debates ACL 2025 PromptHMR: Promptable Human Mesh Recovery CVPR 2025 ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom EMNLP 2025 ProtCLIP: Function-Informed Protein Multi-Modal Learning AAAI 2025 Prototype-Guided Multimodal Relation Extraction based on Entity Attributes AAAI 2025 Proxy-Driven Robust Multimodal Sentiment Analysis with Incomplete Data ACL 2025 PS3: A Multimodal Transformer Integrating Pathology Reports with Histology Images and Biological Pathways for Cancer Survival Prediction ICCV 2025 PS-Diffusion: Photorealistic Subject-Driven Image Editing with Disentangled Control and Attention CVPR 2025 Pull It Together: Reducing the Modality Gap in Contrastive Learning Interspeech 2025 PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension ACL 2025 Puzzled by Puzzles: When Vision-Language Models Can’t Take a Hint EMNLP 2025 Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation AAAI 2025 Query-centric Audio-Visual Cognition Network for Moment Retrieval, Segmentation and Step-Captioning AAAI 2025 Question-Aware Gaussian Experts for Audio-Visual Question Answering CVPR 2025 QUPID: Quantified Understanding for Enhanced Performance, Insights, and Decisions in Korean Search Engines ACL 2025