Application Areas

Revisiting Learning Rate Control AutoML 2025 Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps ACL 2025 Revisiting Machine Unlearning with Dimensional Alignment WACV 2025 Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in sEMG Analysis ICML 2025 Revisiting Pruning vs Quantization for Small Language Models EMNLP 2025 Revisiting Scaling Laws for Language Models: The Role of Data Quality and Training Strategies ACL 2025 Revisiting Source-Free Domain Adaptation: a New Perspective via Uncertainty Control ICLR 2025 Revisiting Source-Free Domain Adaptation: Insights into Representativeness, Generalization, and Variety CVPR 2025 Reviving Poor Object Segmentations in OOD Medical Images using Variational-Deep-PCA Modeling on Segmentation Maps with Sampling-Free Learning WACV 2025 Revolutionizing EMCCD Denoising through a Novel Physics-Based Learning Framework for Noise Modeling ICLR 2025 Revolutionizing Encrypted Traffic Classification with MH-Net: A Multi-View Heterogeneous Graph Model AAAI 2025 REVS: Unlearning Sensitive Information in Language Models via Rank Editing in the Vocabulary Space ACL 2025 RewardBench: Evaluating Reward Models for Language Modeling NAACL 2025 RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis EMNLP 2025 Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design ICML 2025 Reward-Guided Speculative Decoding for Efficient LLM Reasoning ICML 2025 Reward Modeling with Ordinal Feedback: Wisdom of the Crowd ICML 2025 Reward Model Perspectives: Whose Opinions Do Reward Models Reward? EMNLP 2025 Reward Translation via Reward Machine in Semi-Alignable MDPs ICML 2025 Reward-Weighted Sampling: Enhancing Non-Autoregressive Characteristics in Masked Diffusion LLMs EMNLP 2025 reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs EMNLP 2025 R-Fairness: Assessing Fairness of Ranking in Subjective Data ACL 2025 Rhetorical Device-Aware Sarcasm Detection with Counterfactual Data Augmentation ACL 2025 ‘Rich Dad, Poor Lad’: How do Large Language Models Contextualize Socioeconomic Factors in College Admission ? EMNLP 2025 Richer Output for Richer Countries: Uncovering Geographical Disparities in Generated Stories and Travel Recommendations NAACL 2025