test-time scaling

Learning Diverse Responses with Prefix-Conditioned Supervised Fine-Tuning ACL 2026 Linking Perception, Confidence and Accuracy in MLLMs CVPR 2026 MageBench: Bridging Large Multimodal Models to Agents WACV 2026 Multi-Agent Reasoning Improves Compute Efficiency: Pareto-Optimal Test-Time Scaling ACL 2026 MUR: Momentum Uncertainty guided Reasoning for Large Language Models ACL 2026 OR-R1: Automating Modeling and Solving of Operations Research Optimization Problem via Test-Time Reinforcement Learning AAAI 2026 Parallel Test-Time Scaling for Latent Reasoning Models ACL 2026 Progress by Pieces: Test-Time Scaling for Autoregressive Image Generation CVPR 2026 RAISE: Requirement-Adaptive Evolutionary Refinement for Training-Free Text-to-Image Alignment CVPR 2026 Ranking Reasoning LLMs under Test-Time Scaling ACL 2026 SCALE: Selective Resource Allocation for Overcoming Performance Bottlenecks in Mathematical Test-time Scaling AAAI 2026 Test-Time Instance-Specific Parameter Composition: A New Paradigm for Adaptive Generative Modeling CVPR 2026 Test-Time Reinforcement Learning for GUI Grounding via Region Consistency AAAI 2026 Test-Time Scaling in Clinical Decision Making MIDL 2026 Test-Time Scaling of Reasoning Models for Machine Translation EACL 2026 The Evolution of Thought: Tracking LLM Overthinking via Reasoning Dynamics Analysis ACL 2026 Thinking Long, but Short: Stable Sequential Test-Time Scaling for Large Reasoning Models EACL 2026 Timely Machine: Awareness of Time Makes Test-Time Scaling Agentic ACL 2026 Unified Generation and Self-Verification for Vision-Language Models via Advantage Decoupled Preference Optimization CVPR 2026 UniT: Unified Multimodal Chain-of-Thought Test-time Scaling CVPR 2026 Verbal-R3: Verbal Reranker as the Missing Bridge between Retrieval and Reasoning ACL 2026 VisRef: Visual Refocusing while Thinking Improves Test-Time Scaling in Multi-Modal Large Reasoning Models CVPR 2026 Visual Document Understanding and Reasoning: A Multi-Agent Collaboration Framework with Agent-Wise Adaptive Test-Time Scaling CVPR 2026 Accelerated Test-Time Scaling with Model-Free Speculative Sampling EMNLP 2025 A Comprehensive Survey on Learning from Rewards for Large Language Models: Reward Models and Learning Strategies EMNLP 2025