{"total":25,"rows":[{"id":"2503.05236","title":"Unified Reward Model for Multimodal Understanding and Generation","created":"2025-03-07","cited_by_count":199,"area":"alignment"},{"id":"2412.21059","title":"VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation","created":"2024-12-30","cited_by_count":156,"area":"alignment"},{"id":"2412.04814","title":"LiFT: Leveraging Human Feedback for Text-to-Video Model Alignment","created":"2024-12-06","cited_by_count":53,"area":"alignment"},{"id":"2411.04625","title":"Sharp Analysis for KL-Regularized Contextual Bandits and RLHF","created":"2024-11-07","cited_by_count":33,"area":"alignment"},{"id":"2511.21541","title":"Video Generation Models Are Good Latent Reward Models","created":"2025-11-26","cited_by_count":16,"area":"alignment"},{"id":"2510.23451","title":"Omni-Reward: Towards Generalist Omni-Modal Reward Modeling with Free-Form Preferences","created":"2025-10-27","cited_by_count":11,"area":"alignment"},{"id":"2503.16867","title":"ETVA: Evaluation of Text-to-Video Alignment via Fine-grained Question Generation and Answering","created":"2025-03-21","cited_by_count":9,"area":"alignment"},{"id":"2504.10044","title":"Aligning Anime Video Generation with Human Feedback","created":"2025-04-14","cited_by_count":9,"area":"alignment"},{"id":"2512.22170","title":"SoliReward: Mitigating Susceptibility to Reward Hacking and Annotation Noise in Video Generation Reward Models","created":"2025-12-17","cited_by_count":4,"area":"alignment"},{"id":"2602.09411","title":"K-Sort Eval: Efficient Preference Evaluation for Visual Generation via Corrected VLM-as-a-Judge","created":"2026-02-10","cited_by_count":4,"area":"alignment"},{"id":"2508.11255","title":"FantasyTalking2: Timestep-Layer Adaptive Preference Optimization for Audio-Driven Portrait Animation","created":"2025-08-15","cited_by_count":3,"area":"alignment"},{"id":"2601.04033","title":"Thinking with Frames: Generative Video Distortion Evaluation via Frame Reward Model","created":"2026-01-07","cited_by_count":3,"area":"alignment"},{"id":"2511.01450","title":"Reg-DPO: SFT-Regularized Direct Preference Optimization with GT-Pair for Improving Video Generation","created":"2025-11-03","cited_by_count":2,"area":"alignment"},{"id":"2511.22974","title":"McSc: Motion-Corrective Preference Alignment for Video Generation with Self-Critic Hierarchical Reasoning","created":"2025-11-28","cited_by_count":2,"area":"alignment"},{"id":"2608.21839","title":"FIRM-Video: Check Before You Score for Reliable Text-to-Video Reward Modeling","created":"2026-08-22","cited_by_count":2,"area":"alignment"},{"id":"2509.03385","title":"Human Preference-Aligned Concept Customization Benchmark via Decomposed Evaluation","created":"2025-09-03","cited_by_count":1,"area":"alignment"},{"id":"2511.18352","title":"MagicWand: A Universal Agent for Generation and Evaluation Aligned with User Preference","created":"2025-11-23","cited_by_count":1,"area":"alignment"},{"id":"2609.22947","title":"RewardVerse: Rubric-Guided Policy Optimization for Video Reward Modeling","created":"2026-09-19","cited_by_count":1,"area":"alignment"},{"id":"2506.13846","title":"Fake it till You Make it: Reward Modeling as Discriminative Prediction","created":"2025-06-16","cited_by_count":0,"area":"alignment"},{"id":"2605.28203","title":"Refining Multidimensional Video Reward Models via Disentangled Influence Functions","created":"2026-05-27","cited_by_count":0,"area":"alignment"},{"id":"2606.11838","title":"Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding","created":"2026-06-10","cited_by_count":0,"area":"alignment"},{"id":"2608.21425","title":"Aligning Human Sense: Calibrated Distributional Reward Learning for Video Generation","created":"2026-08-16","cited_by_count":0,"area":"alignment"},{"id":"2610.16338","title":"SyncReward: Human-Aligned Synchronization Reward for Audio-Visual Generation","created":"2026-10-12","cited_by_count":0,"area":"alignment"},{"id":"2610.17234","title":"IsoVRBench: Video Reward Modeling Without Human Feedback","created":"2026-10-12","cited_by_count":0,"area":"alignment"},{"id":"2610.18189","title":"VARI: Robust Text-to-Video Generation via Group-Structured Intent Alignment","created":"2026-10-13","cited_by_count":0,"area":"alignment"}],"next_cursor":null}