Machine Learning

Improved Sampling Of Diffusion Models In Fluid Dynamics With Tweedie's Formula ICLR 2025 Improved Sparse Upcycling for Instruction Tuning COLING 2025 Improved Techniques for Optimization-Based Jailbreaking on Large Language Models ICLR 2025 Improved Theoretically-Grounded Evolutionary Algorithms for Subset Selection with a Linear Cost Constraint ICML 2025 Improved Unbiased Watermark for Large Language Models ACL 2025 Improved Uncertainty Quantification in Physics-Informed Neural Networks Using Error Bounds and Solution Bundles UAI 2025 Improve LLM-as-a-Judge Ability as a General Ability EMNLP 2025 Improvements to the Generate-and-Complete Approach to Conformant Planning IJCAI 2025 Improve Representation for Imbalanced Regression through Geometric Constraints CVPR 2025 Improve Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate ACL 2025 Improve Safety Training of Large Language Models with Safety-Critical Singular Vectors Localization ACL 2025 Improve Speech Translation Through Text Rewrite COLING 2025 Improving Accuracy and Calibration via Differentiated Deep Mutual Learning CVPR 2025 Improving Accuracy and Generalization for Efficient Visual Tracking WACV 2025 Improving Accuracy of Low-resource ASR using Rule-Based Character Constituency Loss (RBCCL) COLING 2025 Improving Adversarial Transferability on Vision Transformers via Forward Propagation Refinement CVPR 2025 Improving AI assistants embedded in short e-learning courses with limited textual content ACL 2025 Improving ARDS Diagnosis Through Context-Aware Concept Bottleneck Models MLHC 2025 Improving Aspect-Based Summarization via Contrastive Learning with Anchored Negative Examples EMNLP 2025 Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge ACL 2025 Improving Automatic Grammatical Error Annotation for Chinese Through Linguistically-Informed Error Typology COLING 2025 Improving Autoregressive Visual Generation with Cluster-Oriented Token Prediction CVPR 2025 Improving BGE-M3 Multilingual Dense Embeddings for Nigerian Low Resource Languages EMNLP 2025 Improving Cancer Gene Prediction by Enhancing Common Information Between the PPI Network and Gene Functional Association AAAI 2025 Improving Causal Interventions in Amnesic Probing with Mean Projection or LEACE ACL 2025