Machine Learning

Direct Distributional Optimization for Provable Alignment of Diffusion Models ICLR 2025 Directed Graph Grammars for Sequence-based Learning ICML 2025 Direct Estimation of Attenuation Information from Sinograms for Positron Emission Tomography Reconstruction IJCAI 2025 Directional Gradient Projection for Robust Fine-Tuning of Foundation Models ICLR 2025 Directional Label Diffusion Model for Learning from Noisy Labels CVPR 2025 Direct Judgement Preference Optimization EMNLP 2025 Direct Post-Training Preference Alignment for Multi-Agent Motion Generation Model Using Implicit Feedback from Pre-training Demonstrations ICLR 2025 Direct Prediction Set Minimization via Bilevel Conformal Classifier Training ICML 2025 Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward NAACL 2025 Direct Prompt Optimization with Continuous Representations ACL 2025 Direct Repair Optimization: Training Small Language Models For Educational Program Repair Improves Feedback ACL 2025 Direct Routing Gradient (DRGrad): A Personalized Information Surgery for Multi-Task Learning (MTL) Recommendations AAAI 2025 Direct Value Optimization: Improving Chain-of-Thought Reasoning in LLMs with Refined Values EMNLP 2025 Dirichlet Process-Based Robust Clustering Using the Median-of-Means Estimator IJCAI 2025 Dis²Booth: Learning Image Distribution with Disentangled Features for Text-to-Image Diffusion Models AAAI 2025 Disagreement in Metaphor Annotation of Mexican Spanish Science Tweets COLING 2025 Disagreements in analyses of rhetorical text structure: A new dataset and first analyses ACL 2025 Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey EMNLP 2025 DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management EMNLP 2025 Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing COLING 2025 DISC: Backpressure Mitigation In Multi-tier Applications With Distributed Shared Connection NSDI 2025 DiSciPLE: Learning Interpretable Programs for Scientific Visual Discovery CVPR 2025 DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data EMNLP 2025 DisCoCLIP: A Distributional Compositional Tensor Network Encoder for Vision-Language Understanding EMNLP 2025 DiSCo: Device-Server Collaborative LLM-based Text Streaming Services ACL 2025