Machine Learning

COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training CVPR 2025 CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AI CVPR 2025 COSTARR: Consolidated Open Set Technique with Attenuation for Robust Recognition ICCV 2025 Cost-aware Discovery of Contextual Failures using Bayesian Active Learning CoRL 2025 Cost-Aware Near-Optimal Policy Learning AAAI 2025 Cost-Aware Optimal Pairwise Pure Exploration AISTATS 2025 Cost-aware simulation-based inference AISTATS 2025 Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks IJCAI 2025 Cost-efficient Collaboration between On-device and Cloud Language Models ICML 2025 CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering ICML 2025 CoStoDet-DDPM: Collaborative Training of Stochastic and Deterministic Models Improves Surgical Workflow Anticipation and Recognition ICCV 2025 Cost-Optimal Grouped-Query Attention for Long-Context Modeling EMNLP 2025 Costs and Benefits of AI-Enabled Topic Modeling in P-20 Research: The Case of School Improvement Plans ACL 2025 CoTFormer: A Chain of Thought Driven Architecture with Budget-Adaptive Computation Cost at Inference ICLR 2025 CoT-ICL Lab: A Synthetic Framework for Studying Chain-of-Thought Learning from In-Context Demonstrations ACL 2025 CoTMR: Chain-of-Thought Multi-Scale Reasoning for Training-Free Zero-Shot Composed Image Retrieval ICCV 2025 CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models EMNLP 2025 CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought ACL 2025 CoT-Valve: Length-Compressible Chain-of-Thought Tuning ACL 2025 CoU-CU-DSG at BLP-2025 Task 1: Leveraging Weighted Probabilistic Fusion of Language Models for Bangla Hate Speech Detection AACL 2025 COUNTDOWN: Contextually Sparse Activation Filtering Out Unnecessary Weights in Down Projection EMNLP 2025 Counterfactual Concept Bottleneck Models ICLR 2025 Counterfactual-Consistency Prompting for Relative Temporal Understanding in Large Language Models ACL 2025 Counterfactual Contrastive Learning with Normalizing Flows for Robust Treatment Effect Estimation ICML 2025 Counterfactual Evaluation for Blind Attack Detection in LLM-based Evaluation Systems IJCNLP 2025