Multimodal Learning

FiVE-Bench: A Fine-grained Video Editing Benchmark for Evaluating Emerging Diffusion and Rectified Flow Models ICCV 2025 Flexible Frame Selection for Efficient Video Reasoning CVPR 2025 Flowing from Words to Pixels: A Noise-Free Framework for Cross-Modality Evolution CVPR 2025 Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs COLING 2025 ForestCast: Open-Ended Event Forecasting with Semantic News Forest EMNLP 2025 From Generation to Detection: A Multimodal Multi-Task Dataset for Benchmarking Health Misinformation EMNLP 2025 From Posts to Timelines: Modeling Mental Health Dynamics from Social Media Timelines with Hybrid LLMs NAACL 2025 From Text to Multi-Modal: Advancing Low-Resource-Language Translation through Synthetic Data Generation and Cross-Modal Alignments NAACL 2025 FSBench: A Figure Skating Benchmark for Advancing Artistic Sports Understanding CVPR 2025 FSboard: Over 3 Million Characters of ASL Fingerspelling Collected via Smartphones CVPR 2025 FUSE : A Ridge and Random Forest-Based Metric for Evaluating MT in Indigenous Languages NAACL 2025 GENIUS: A Generative Framework for Universal Multimodal Search CVPR 2025 Geolocation Representation from Large Language Models Are Generic Enhancers for Spatio-Temporal Learning AAAI 2025 GFlowVLM: Enhancing Multi-step Reasoning in Vision-Language Models with Generative Flow Networks CVPR 2025 GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video Segmentation CVPR 2025 Going Beyond Consistency: Target-oriented Multi-view Graph Neural Network IJCAI 2025 Good Advisor for Source Localization: Using Large Language Model to Guide the Source Inference Process IJCAI 2025 GraphTranslate: Predicting Clinical Trial Translation using Graph Neural Networks on Biomedical Literature ACL 2025 Harnessing Vision Models for Time Series Analysis: A Survey IJCAI 2025 Hateful Meme Detection through Context-Sensitive Prompting and Fine-Grained Labeling (Student Abstract) AAAI 2025 HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding AAAI 2025 HerWILL@DravidianLangTech 2025: Ensemble Approach for Misogyny Detection in Memes Using Pre-trained Text and Vision Transformers NAACL 2025 HetGCoT: Heterogeneous Graph-Enhanced Chain-of-Thought LLM Reasoning for Academic Question Answering EMNLP 2025 Hierarchical Divide-and-Conquer Grouping for Classification Adaptation of Pre-Trained Models ICCV 2025 HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims ACL 2025