Domain Adaptation

FlickerFusion: Intra-trajectory Domain Generalizing Multi-agent Reinforcement Learning ICLR 2025 Flowing Datasets with Wasserstein over Wasserstein Gradient Flows ICML 2025 FlowMalTrans: Unsupervised Binary Code Translation for Malware Detection Using Flow-Adapter Architecture EMNLP 2025 Flow Matching for Few-Trial Neural Adaptation with Stable Latent Dynamics ICML 2025 FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models ICML 2025 Following Length Constraints in Instructions EMNLP 2025 Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents EMNLP 2025 FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis EMNLP 2025 Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs COLING 2025 Forensic-MoE: Exploring Comprehensive Synthetic Image Detection Traces with Mixture of Experts ICCV 2025 FORTIFY: Generative Model Fine-tuning with ORPO for ReTrieval Expansion of InFormal NoisY Text ACL 2025 Foundation Model Insights and a Multi-Model Approach for Superior Fine-Grained One-shot Subset Selection ICML 2025 Foundation Models and Adaptive Feature Selection: A Synergistic Approach to Video Question Answering WACV 2025 FoundationStereo: Zero-Shot Stereo Matching CVPR 2025 Foundation X: Integrating Classification Localization and Segmentation through Lock-Release Pretraining Strategy for Chest X-ray Analysis WACV 2025 FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration ICCV 2025 FPEM: Face Prior Enhanced Facial Attractiveness Prediction for Live Videos with Face Retouching ICCV 2025 FR²Seg: Continual Segmentation Across Multiple Sites via Fourier Style Replay and Adaptive Consistency Regularization AAAI 2025 Fractal Calibration for Long-tailed Object Detection CVPR 2025 Fragment and Geometry Aware Tokenization of Molecules for Structure-Based Drug Design Using Language Models ICLR 2025 FRAME: Feedback-Refined Agent Methodology for Enhancing Medical Research Insights ACL 2025 FRAUD-Net: Fraud News Detection using Sample Uncertainty & Domain Aware Generalized Network WACV 2025 FreeDNA: Endowing Domain Adaptation of Diffusion-Based Dense Prediction with Training-Free Domain Noise Alignment ICCV 2025 Free on the Fly: Enhancing Flexibility in Test-Time Adaptation with Online EM CVPR 2025 Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning ICLR 2025