Multimodal Learning

Filter Images First, Generate Instructions Later: Pre-Instruction Data Selection for Visual Instruction Tuning CVPR 2025 FINECAPTION: Compositional Image Captioning Focusing on Wherever You Want at Any Granularity CVPR 2025 Fine-Grained Image-Text Correspondence with Cost Aggregation for Open-Vocabulary Part Segmentation CVPR 2025 FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation ACL 2025 Fired_from_NLP@DravidianLangTech 2025: A Multimodal Approach for Detecting Misogynistic Content in Tamil and Malayalam Memes NAACL 2025 FIRM: Flexible Interactive Reflection ReMoval AAAI 2025 Fit and Prune: Fast and Training-free Visual Token Pruning for Multi-modal Large Language Models AAAI 2025 Fix-CLIP: Dual-Branch Hierarchical Contrastive Learning via Synthetic Captions for Better Understanding of Long Text ICCV 2025 FlagEvalMM: A Flexible Framework for Comprehensive Multimodal Model Evaluation ACL 2025 FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training CVPR 2025 FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression CVPR 2025 Flexible Frame Selection for Efficient Video Reasoning CVPR 2025 FlexiReID: Adaptive Mixture of Expert for Multi-Modal Person Re-Identification ICML 2025 FlipSketch: Flipping Static Drawings to Text-Guided Sketch Animations CVPR 2025 Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion CVPR 2025 Flow2Code: Evaluating Large Language Models for Flowchart-based Code Generation Capability ACL 2025 Flow4Agent: Long-form Video Understanding via Motion Prior from Optical Flow ICCV 2025 FMD-Mllama at the Financial Misinformation Detection Challenge Task: Multimodal Reasoning and Evidence Generation COLING 2025 FOLDER: Accelerating Multi-Modal Large Language Models with Enhanced Performance ICCV 2025 Foley-Flow: Coordinated Video-to-Audio Generation with Masked Audio-Visual Alignment and Dynamic Conditional Flows CVPR 2025 FoMo: Multi-Modal, Multi-Scale and Multi-Task Remote Sensing Foundation Models for Forest Monitoring AAAI 2025 Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models CVPR 2025 FRAME: Floor-aligned Representation for Avatar Motion from Egocentric Video CVPR 2025 FreeCap: Hybrid Calibration-Free Motion Capture in Open Environments AAAI 2025 Free Lunch Enhancements for Multi-modal Crowd Counting CVPR 2025