{"total":26,"rows":[{"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":"2504.04907","title":"Video-Bench: Human-Aligned Video Generation Benchmark","created":"2025-04-07","cited_by_count":57,"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":"2412.15838","title":"Align Anything: Training All-Modality Models to Follow Instructions with Language Feedback","created":"2024-12-20","cited_by_count":39,"area":"alignment"},{"id":"2503.20491","title":"VPO: Aligning Text-to-Video Generation Models with Prompt Optimization","created":"2025-03-26","cited_by_count":30,"area":"alignment"},{"id":"2508.10858","title":"Hierarchical Fine-grained Preference Optimization for Physically Plausible Video Generation","created":"2025-08-14","cited_by_count":21,"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":"2511.03997","title":"PhysCorr: Dual-Reward DPO for Physics-Constrained Text-to-Video Generation with Automated Preference Selection","created":"2025-11-06","cited_by_count":15,"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":"2604.27505","title":"Leveraging Verifier-Based Reinforcement Learning in Image Editing","created":"2026-04-30","cited_by_count":9,"area":"alignment"},{"id":"2510.14955","title":"RealDPO: Real or Not Real, that is the Preference","created":"2025-10-16","cited_by_count":6,"area":"alignment"},{"id":"2605.10434","title":"WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors","created":"2026-05-11","cited_by_count":6,"area":"alignment"},{"id":"2607.16947","title":"When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation","created":"2026-07-18","cited_by_count":4,"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":"2601.14037","title":"Human detectors are surprisingly powerful reward models","created":"2026-01-15","cited_by_count":2,"area":"alignment"},{"id":"2603.13506","title":"LibraGen: Playing a Balance Game in Subject-Driven Video Generation","created":"2026-03-13","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":"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":"2609.04283","title":"Joint Alignment and Distillation for Video Generation via Sample-Guided Distribution Matching","created":"2026-09-03","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":"2605.07545","title":"Implicit Preference Alignment for Human Image Animation","created":"2026-05-08","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":"2610.18189","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}