Multimodal Learning

FMD-Mllama at the Financial Misinformation Detection Challenge Task: Multimodal Reasoning and Evidence Generation COLING 2025 FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models ICML 2025 FOCUS: Evaluating Pre-trained Vision-Language Models on Underspecification Reasoning ACL 2025 Focusing on What Matters: Object-Agent-centric Tokenization for Vision Language Action models CoRL 2025 Focusing on What to Decode and What to Train: SOV Decoding with Specific Target Guided DeNoising and Vision Language Advisor WACV 2025 Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation CVPR 2025 Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning ACL 2025 FOLDER: Accelerating Multi-Modal Large Language Models with Enhanced Performance ICCV 2025 FoleyMaster: High-Quality Video-to-Audio Synthesis via MLLM-Augmented Prompt Tuning and Joint Semantic-Temporal Adaptation Interspeech 2025 Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents EMNLP 2025 FoMo: Multi-Modal, Multi-Scale and Multi-Task Remote Sensing Foundation Models for Forest Monitoring AAAI 2025 Font-Agent: Enhancing Font Understanding with Large Language Models CVPR 2025 FonTS: Text Rendering With Typography and Style Controls ICCV 2025 Fooling the LVLM Judges: Visual Biases in LVLM-Based Evaluation EMNLP 2025 Forensics Adapter: Adapting CLIP for Generalizable Face Forgery Detection CVPR 2025 Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models CVPR 2025 FoREST: Frame of Reference Evaluation in Spatial Reasoning Tasks EMNLP 2025 FOR: Finetuning for Object Level Open Vocabulary Image Retrieval WACV 2025 FORG3D: Flexible Object Rendering for Generating Vision-Language Spatial Reasoning Data from 3D Scenes ACL 2025 Forget the Token and Pixel: Rethinking Gradient Ascent for Concept Unlearning in Multimodal Generative Models ACL 2025 Forgotten Polygons: Multimodal Large Language Models are Shape-Blind ACL 2025 Foundation Model Driven Appearance Extraction for Robust Multiple Object Tracking AAAI 2025 Foundation Models and Adaptive Feature Selection: A Synergistic Approach to Video Question Answering WACV 2025 Foundation Models Meet Embodied Agents NAACL 2025 Foundation Molecular Grammar: Multi-Modal Foundation Models Induce Interpretable Molecular Graph Languages ICML 2025