Machine Learning

REACT-LLM: A Benchmark for Evaluating LLM Integration with Causal Features in Clinical Prognostic Tasks AAAI 2026 Realistic Curriculum Reinforcement Learning for Autonomous and Sustainable Marine Vessel Navigation AAAI 2026 REALITrees: Rashomon Ensemble Active Learning for Interpretable Trees UAI 2026 Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM’s Theory of Mind in Egocentric Videos AAAI 2026 Realiz3D: 3D Generation Made Photorealistic via Domain-Aware Learning CVPR 2026 RealNet: Efficient and Unsupervised Detection of AI-Generated Images via Real-Only Representation Learning AAAI 2026 RealRep: Generalized SDR-to-HDR Conversion via Attribute-Disentangled Representation Learning AAAI 2026 Real-Time Dynamic Scene Rendering with Controlled Compressibility and Contact Awareness CVPR 2026 Real-Time Path Planning for UAVs in Windy Environments Without Computational Fluid Dynamics AAAI 2026 Real-Time Spoken Instruction Following and Translation in Ugandan Languages EACL 2026 Real-Time Tracking of Flexible Markers in Low-Contrast Fluoroscopy Using a Deep Neural Network Trained Solely on Synthetic Data WACV 2026 RealUHR: Harnessing Patch-Cascade Flows for Photorealistic Ultra-High-Resolution Synthesis AAAI 2026 Real-World Point Tracking with Verifier-Guided Pseudo-Labeling CVPR 2026 Re-architecting Personalized Federated Learning for Demanding Edge Environments AAAI 2026 Reason2Attack: Jailbreaking Text-to-Image Models via LLM Reasoning AAAI 2026 Reasoning About the Unsaid: Misinformation Detection with Omission-Aware Graph Inference AAAI 2026 Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination AAAI 2026 Reasoning Palette: Modulating Reasoning via Latent Contextualization for Controllable Exploration for (V)LMs CVPR 2026 Reasoning’s Razor: Reasoning Improves Accuracy but Hurts Recall at Critical Operating Points in Safety and Hallucination Detection EACL 2026 Reasoning Structure Matters for Safety Alignment of Reasoning Models ACL 2026 Reasoning via Implicit Self-supervised Emergence for Instruction Segmentation AAAI 2026 Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers ACL 2026 Reasoning with Exploration: An Entropy Perspective AAAI 2026 ReaSon: Reinforced Causal Search with Information Bottleneck for Video Understanding AAAI 2026 Reassessing Active Learning Adoption in Contemporary NLP: A Community Survey EACL 2026