Machine Learning

Doubly Contrastive Learning for Source-Free Domain Adaptive Person Search AAAI 2025 Doubly Optimal Policy Evaluation for Reinforcement Learning ICLR 2025 Doubly Protected Estimation for Survival Outcomes Utilizing External Controls for Randomized Clinical Trials ICML 2025 Doubly robust identification of treatment effects from multiple environments ICLR 2025 DOVE: A Large-Scale Multi-Dimensional Predictions Dataset Towards Meaningful LLM Evaluation ACL 2025 Do Vendi Scores Converge with Finite Samples? Truncated Vendi Score for Finite-Sample Convergence Guarantees UAI 2025 Dovetail: A CPU/GPU Heterogeneous Speculative Decoding for LLM inference EMNLP 2025 Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation ACL 2025 Do Vision-Language Models Really Understand Visual Language? ICML 2025 Do We Always Need the Simplicity Bias? Looking for Optimal Inductive Biases in the Wild CVPR 2025 Do We Know What LLMs Don’t Know? A Study of Consistency in Knowledge Probing EMNLP 2025 Do We Need to Verify Step by Step? Rethinking Process Supervision from a Theoretical Perspective ICML 2025 Do We Really Need All Those Dimensions? An Intrinsic Evaluation Framework for Compressed Embeddings EMNLP 2025 Do We Really Need Message Passing in Brain Network Modeling? ICML 2025 Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction ACL 2025 Down the Cascades of Omethi: Hierarchical Automatic Scoring in Large-Scale Assessments ACL 2025 Do You Keep an Eye on What I Ask? Mitigating Multimodal Hallucination via Attention-Guided Ensemble Decoding ICLR 2025 Do Your Best and Get Enough Rest for Continual Learning CVPR 2025 DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models WACV 2025 DPaI: Differentiable Pruning at Initialization with Node-Path Balance Principle ICLR 2025 DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models CVPR 2025 DPCL-Diff：Temporal Knowledge Graph Reasoning Based on Graph Node Diffusion Model with Dual-Domain Periodic Contrastive Learning AAAI 2025 DPCore: Dynamic Prompt Coreset for Continual Test-Time Adaptation ICML 2025 DPED: Multi-Layer Noise Distillation for Privacy-Preserving Text Embeddings EMNLP 2025 DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment EMNLP 2025