direct preference optimization

φ-DPO: Fairness Direct Preference Optimization Approach to Continual Learning in Large Multimodal Models CVPR 2026 Adaptive Hallucination Alleviation in Multimodal Large Language Models: From Strategic Data Selection to Severity-Guided Training AAAI 2026 Adaptive Helpfulness–Harmlessness Alignment with Preference Vectors EACL 2026 Adaptive KL Control for Direct Preference Optimization in Instruction-Following LLMs AAAI 2026 Align³GR: Unified Multi-Level Alignment for LLM-based Generative Recommendation AAAI 2026 Align Video Diffusion Model with Online Video-Centric Preference Optimization WACV 2026 Attack the Messages, Not the Agents: A Multi-round Adaptive Stealthy Tampering Framework for LLM-MAS AAAI 2026 AutoPP: Towards Automated Product Poster Generation and Optimization AAAI 2026 Avatar Forcing: Real-Time Interactive Head Avatar Generation for Natural Conversation CVPR 2026 Being Kind Isn’t Always Being Safe: Diagnosing Affective Hallucination in LLMs EACL 2026 Benchmarking Direct Preference Optimization for Medical Large Vision–Language Models EACL 2026 Beyond Sequential Tools: A Unified VLM Agent System for Photographic Post-Processing via Dynamic Multi-Expert Fusion CVPR 2026 Beyond Step Pruning: Information Theory Based Step-level Optimization for Self-Refining Large Language Models AAAI 2026 Bias Fitting to Mitigate Length Bias of Reward Model in RLHF ACL 2026 BITS Pilani at SemEval-2026 Task 9: Structured Supervised Fine-Tuning with DPO Refinement for Polarization Detection SemEval 2026 Building a Precise Video Language with Human-AI Oversight CVPR 2026 BuildingGPT: Auto-Regressive Building Wireframe Reconstruction Model with Reinforcement Learning CVPR 2026 Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization ACL 2026 Circular-DPO: Aligning Multi-Stage 3D Generative Models via Preference Feedback Loop CVPR 2026 COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values EACL 2026 ColorFLUX: A Structure-Color Decoupling Framework for Old Photo Colorization CVPR 2026 Compositional Text-to-Image Generation Via Region-aware Bimodal Direct Preference Optimization CVPR 2026 Current Advances in LLM Reasoning ACL 2026 DETONATE – A Benchmark for Text-to-Image Alignment and Kernelized Direct Preference Optimization AAAI 2026 Diffusion Distillation with Direct Preference Optimization for Efficient 3D LiDAR Scene Completion AAAI 2026