Machine Learning

ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks AAAI 2025 ODD: Overlap-aware Estimation of Model Performance under Distribution Shift UAI 2025 ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches ICCV 2025 ODE-based Smoothing Neural Network for Reinforcement Learning Tasks ICLR 2025 ODE: Open-Set Evaluation of Hallucinations in Multimodal Large Language Models CVPR 2025 ODP-Bench: Benchmarking Out-of-Distribution Performance Prediction ICCV 2025 OD-RASE: Ontology-Driven Risk Assessment and Safety Enhancement for Autonomous Driving ICCV 2025 ODRP: On-Demand Remote Paging with Programmable RDMA NSDI 2025 O(d/T) Convergence Theory for Diffusion Probabilistic Models under Minimal Assumptions ICLR 2025 O(d/T) Convergence Theory for Diffusion Probabilistic Models under Minimal Assumptions JMLR 2025 Odysseus Navigates the Sirens’ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation ACL 2025 Of Dice and Games: A Theory of Generalized Boosting COLT 2025 Offline Changepoint Detection With Gaussian Processes UAI 2025 Offline Learning for Combinatorial Multi-armed Bandits ICML 2025 Offline Model-Based Optimization by Learning to Rank ICLR 2025 Offline Model-based Optimization for Real-World Molecular Discovery ICML 2025 Offline RL in Regular Decision Processes: Sample Efficiency via Language Metrics ICLR 2025 Offline RL via Feature-Occupancy Gradient Ascent AISTATS 2025 Offline RL with Smooth OOD Generalization in Convex Hull and its Neighborhood ICLR 2025 Offline Safe Reinforcement Learning Using Trajectory Classification AAAI 2025 Offline-to-Online Hyperparameter Transfer for Stochastic Bandits AAAI 2025 Offline-to-Online Reinforcement Learning with Classifier-Free Diffusion Generation ICML 2025 Offloaded Reasoning: Efficient Inference for Large Language Models via Modular Reasoning and Refinement EMNLP 2025 Off-Policy Actor-Critic for Adversarial Observation Robustness: Virtual Alternative Training via Symmetric Policy Evaluation ICML 2025 Off-Policy Evaluation under Nonignorable Missing Data ICML 2025