Foundation Models

FirePlace: Geometric Refinements of LLM Common Sense Reasoning for 3D Object Placement CVPR 2025 FLAG-TRADER: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading ACL 2025 FLAMES: Improving LLM Math Reasoning via a Fine-Grained Analysis of the Data Synthesis Pipeline EMNLP 2025 FLAM: Frame-Wise Language-Audio Modeling ICML 2025 Flash-VStream: Efficient Real-Time Understanding for Long Video Streams ICCV 2025 Flexible Thinking for Multimodal Emotional Support Conversation via Reinforcement Learning EMNLP 2025 FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference ICLR 2025 FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation ACL 2025 FLOPS: Forward Learning with OPtimal Sampling ICLR 2025 Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion CVPR 2025 Flow Factorization for Efficient Generative Flow Networks AAAI 2025 fLSA: Learning Semantic Structures in Document Collections Using Foundation Models EMNLP 2025 Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification ICML 2025 Focusing on What to Decode and What to Train: SOV Decoding with Specific Target Guided DeNoising and Vision Language Advisor WACV 2025 Following Length Constraints in Instructions EMNLP 2025 FoMo: Multi-Modal, Multi-Scale and Multi-Task Remote Sensing Foundation Models for Forest Monitoring AAAI 2025 ForecastBench: A Dynamic Benchmark of AI Forecasting Capabilities ICLR 2025 Forest for the Trees: Overarching Prompting Evokes High-Level Reasoning in Large Language Models NAACL 2025 FoREST: Frame of Reference Evaluation in Spatial Reasoning Tasks EMNLP 2025 Forget the Token and Pixel: Rethinking Gradient Ascent for Concept Unlearning in Multimodal Generative Models ACL 2025 Foundation Model Driven Appearance Extraction for Robust Multiple Object Tracking AAAI 2025 Foundation Model Hidden Representations for Heart Rate Estimation from Auscultation Interspeech 2025 Foundation Model Insights and a Multi-Model Approach for Superior Fine-Grained One-shot Subset Selection ICML 2025 Foundation Models Meet Embodied Agents NAACL 2025 Foundation Models Secretly Understand Neural Network Weights: Enhancing Hypernetwork Architectures with Foundation Models ICLR 2025