test-time scaling

A Comprehensive Survey of Process Reward Models: Data Generation, Model Construction, and Usage ACL 2026 AdaFuse: Adaptive Ensemble Decoding for Large Language Models ACL 2026 Agentic Rubrics as Contextual Verifiers for SWE Agents ACL 2026 Benchmarking LLMs’ Mathematical Reasoning with Unseen Random Variables Questions AAAI 2026 Breaking the Resource Monopoly: LLM Post-Training and Serving with Modest Data and Compute AAAI 2026 dMLLM-TTS: Self-Verified and Efficient Test-Time Scaling for Diffusion Multi-Modal Large Language Models CVPR 2026 DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs AAAI 2026 DUAL RM: Beyond Rule-based Preference Reward Modeling via Meta-Reward ACL 2026 DuetSVG: Unified Multimodal SVG Generation with Internal Visual Guidance CVPR 2026 EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving ACL 2026 Efficient Test-Time Scaling of Multi-Step Reasoning by Probing Internal States of Large Language Models ACL 2026 EGSS: Entropy-guided Stepwise Scaling for Reliable Software Engineering ACL 2026 FoE: Forest of Errors Makes the First Solution the Best in Large Reasoning Models ACL 2026 From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time Scaling AAAI 2026 From Scale to Speed: Adaptive Test-Time Scaling for Image Editing CVPR 2026 FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents ACL 2026 GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning AAAI 2026 GrACE: A Generative Approach to Better Confidence Elicitation and Efficient Test-Time Scaling in Large Language Models ACL 2026 GroundingME: Exposing the Visual Grounding Gap in MLLMs through Multi-Dimensional Evaluation CVPR 2026 Guided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence ACL 2026 HAPO: Training Language Models to Reason Concisely via History-Aware Policy Optimization AAAI 2026 HoneyBee: Data Recipes for Vision-Language Reasoners CVPR 2026 ImagerySearch: Adaptive Test-Time Search for Video Generation Beyond Semantic Dependency Constraints AAAI 2026 Improving Vision-language Models with Perception-centric Process Reward Models CVPR 2026 LATTICE: Democratize High-Fidelity 3D Generation at Scale CVPR 2026