inference-time alignment

Do Clinical Question Answering Systems Really Need Specialised Medical Fine Tuning? EACL 2026 Gradient-Guided Reward Optimization for Inference-time Alignment UAI 2026 Inference-time Physics Alignment of Video Generative Models with Latent World Models CVPR 2026 Jailbreaks as Inference-Time Alignment: A Framework for Understanding Safety Failures in LLMs EACL 2026 Revisiting the (Sub)Optimality of Best-of-N for Inference-Time Alignment COLT 2026 SDA: Steering-Driven Distribution Alignment for Open LLMs Without Fine-Tuning AAAI 2026 W2S-AlignTree: Weak-to-Strong Inference-Time Alignment for Large Language Models via Monte Carlo Tree Search AAAI 2026 DiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models ACL 2025 From Outcomes to Processes: Guiding PRM Learning from ORM for Inference-Time Alignment ACL 2025 Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment CVPR 2025 Inference-Time Alignment of Diffusion Models with Direct Noise Optimization ICML 2025 Is Best-of-N the Best of Them? Coverage, Scaling, and Optimality in Inference-Time Alignment ICML 2025 MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time NAACL 2025 Nudging: Inference-time Alignment of LLMs via Guided Decoding ACL 2025 Reward-Guided Tree Search for Inference Time Alignment of Large Language Models NAACL 2025 Sample Efficient Alignment Learning With Episodic Control EMNLP 2025 TITAN-Guide: Taming Inference-Time Alignment for Guided Text-to-Video Diffusion Models ICCV 2025 TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling EMNLP 2025 Fast Best-of-N Decoding via Speculative Rejection NeurIPS 2024 InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance EMNLP 2024 Inference-Time Language Model Alignment via Integrated Value Guidance EMNLP 2024 Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference Heads NeurIPS 2024