Machine Learning

Fortifying Federated Learning Towards Trustworthiness via Auditable Data Valuation and Verifiable Client Contribution CVPR 2025 For Universal Multiclass Online Learning, Bandit Feedback and Full Supervision are Equivalent ALT 2025 Forward KL Regularized Preference Optimization for Aligning Diffusion Policies AAAI 2025 Forward Knows Efficient Backward Path: Saliency-Guided Memory-Efficient Fine-tuning of Large Language Models ACL 2025 FOSSIL: Harnessing Feedback on Suboptimal Samples for Data-Efficient Generalisation with Imitation Learning for Embodied Vision-and-Language Tasks EMNLP 2025 Fossils at SemEval-2025 Task 9: Tasting Loss Functions for Food Hazard Detection in Text Reports SemEval 2025 Fostering Digital Inclusion for Low-Resource Nigerian Languages: A Case Study of Igbo and Nigerian Pidgin NAACL 2025 Fotheidil: an Automatic Transcription System for the Irish Language COLING 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 Foundations of Multi-Agent Learning in Dynamic Environments: Where Reinforcement Learning Meets Strategic Decision-Making AAAI 2025 Foundations of the Theory of Performance-Based Ranking CVPR 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 Fourier Guided Adaptive Adversarial Augmentation for Generalization in Visual Reinforcement Learning AAAI 2025 Fourier Head: Helping Large Language Models Learn Complex Probability Distributions ICLR 2025 Fourier Position Embedding: Enhancing Attention’s Periodic Extension for Length Generalization ICML 2025 Fourier Sliced-Wasserstein Embedding for Multisets and Measures ICLR 2025 FPE2M2: Approaching Lossless and Efficient Quantization with Native Floating Point ACL 2025 FPEM: Face Prior Enhanced Facial Attractiveness Prediction for Live Videos with Face Retouching ICCV 2025 FQ-Eval: Building Evaluation Dataset for User-centered Follow-up Question Generation EMNLP 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 FRACTAL: Fine-Grained Scoring from Aggregate Text Labels ACL 2025