Machine Learning

FlowPolicy: Enabling Fast and Robust 3D Flow-Based Policy via Consistency Flow Matching for Robot Manipulation AAAI 2025 Flow Stochastic Segmentation Networks ICCV 2025 Floxels: Fast Unsupervised Voxel Based Scene Flow Estimation CVPR 2025 FLRC: Fine-grained Low-Rank Compressor for Efficient LLM Inference EMNLP 2025 fLSA: Learning Semantic Structures in Document Collections Using Foundation Models EMNLP 2025 FLSeg: Enhancing Privacy and Robustness in Federated Learning under Heterogeneous Data via Model Segmentation ICCV 2025 FLUE: Streamlined Uncertainty Estimation for Large Language Models AAAI 2025 FM2DS: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering EMNLP 2025 FMD: Comprehensive Data Compression in Medical Domain via Fused Matching Distillation WACV 2025 FMD-Mllama at the Financial Misinformation Detection Challenge Task: Multimodal Reasoning and Evidence Generation COLING 2025 FNIN: A Fourier Neural Operator-based Numerical Integration Network for Surface-from-gradients AAAI 2025 FNSCC: Fuzzy Neighborhood-Aware Self-Supervised Contrastive Clustering for Short Text EMNLP 2025 Focal Plane Visual Feature Generation and Matching on a Pixel Processor Array ICCV 2025 FocalPO: Enhancing Preference Optimizing by Focusing on Correct Preference Rankings ACL 2025 Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification ICML 2025 FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models ICML 2025 Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points ACL 2025 FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification CVPR 2025 FocusLLM: Precise Understanding of Long Context by Dynamic Condensing ACL 2025 Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation CVPR 2025 Focus On This, Not That! Steering LLMs with Adaptive Feature Specification ICML 2025 FOCUS: Towards Universal Foreground Segmentation AAAI 2025 FOLDER: Accelerating Multi-Modal Large Language Models with Enhanced Performance ICCV 2025 FoldToken: Learning Protein Language via Vector Quantization and Beyond AAAI 2025 Foley-Flow: Coordinated Video-to-Audio Generation with Masked Audio-Visual Alignment and Dynamic Conditional Flows CVPR 2025