{"total":22,"rows":[{"id":"2512.04678","title":"Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation","created":"2025-12-04","cited_by_count":86,"area":null},{"id":"2506.18564","title":"VQ-Insight: Teaching VLMs for AI-Generated Video Quality Understanding via Progressive Visual Reinforcement Learning","created":"2025-06-23","cited_by_count":26,"area":null},{"id":"2602.19163","title":"JavisDiT++: Unified Modeling and Optimization for Joint Audio-Video Generation","created":"2026-02-22","cited_by_count":25,"area":null},{"id":"2503.01739","title":"VideoUFO: A Million-Scale User-Focused Dataset for Text-to-Video Generation","created":"2025-03-03","cited_by_count":21,"area":null},{"id":"2503.12689","title":"MagicID: Hybrid Preference Optimization for ID-Consistent and Dynamic-Preserved Video Customization","created":"2025-03-16","cited_by_count":17,"area":null},{"id":"2505.23525","title":"Hallo4: High-Fidelity Dynamic Portrait Animation via Direct Preference Optimization","created":"2025-05-29","cited_by_count":16,"area":null},{"id":"2510.14256","title":"Identity-GRPO: Optimizing Multi-Human Identity-preserving Video Generation via Reinforcement Learning","created":"2025-10-16","cited_by_count":10,"area":null},{"id":"2602.07595","title":"TeleBoost: A Systematic Alignment Framework for High-Fidelity, Controllable, and Robust Video Generation","created":"2026-02-07","cited_by_count":7,"area":null},{"id":"2603.08030","title":"QualiTeacher: Quality-Conditioned Pseudo-Labeling for Real-World Image Restoration","created":"2026-03-09","cited_by_count":5,"area":null},{"id":"2604.02467","title":"VERTIGO: Visual Preference Optimization for Cinematic Camera Trajectory Generation","created":"2026-04-02","cited_by_count":3,"area":null},{"id":"2512.13015","title":"What Happens Next? Next Scene Prediction with a Unified Video Model","created":"2025-12-15","cited_by_count":2,"area":null},{"id":"2505.16425","title":"$I^2G$: Generating Instructional Illustrations via Text-Conditioned Diffusion","created":"2025-05-22","cited_by_count":1,"area":null},{"id":"2509.01232","title":"FantasyHSI: Video-Generation-Centric 4D Human Synthesis In Any Scene through A Graph-based Multi-Agent Framework","created":"2025-09-01","cited_by_count":0,"area":null},{"id":"2604.27918","title":"Generate Your Talking Avatar from Video Reference","created":"2026-04-30","cited_by_count":0,"area":null},{"id":"2605.03652","title":"AniMatrix: An Anime Video Generation Model that Thinks in Art, Not Physics","created":"2026-05-05","cited_by_count":0,"area":null},{"id":"2608.31106","title":"DreamX-Creator: Democratizing Native Audio-Video Generation at 2K Resolution","created":"2026-08-31","cited_by_count":0,"area":null},{"id":"2609.00656","title":"Physically Plausible Video Generation via Visual-Semantic Chain-of-Events Conditioning","created":"2026-09-01","cited_by_count":0,"area":null},{"id":"2609.11507","title":"Harnessing Intrinsic Subject-Aware Attention for Controllable Multi-Subject Video Generation","created":"2026-09-10","cited_by_count":0,"area":null},{"id":"2609.32882","title":"Improving Video Sparse Attention with Fine-grained Router and Sparse Rebasing","created":"2026-09-26","cited_by_count":0,"area":null},{"id":"2610.02197","title":"HiPhy: Hierarchical Alignment for Physically-Plausible Multi-Principle Video Generation","created":"2026-10-01","cited_by_count":0,"area":null},{"id":"2610.13338","title":"VideoAWR: Reinforcing Video Flow Models with Decoupled-Timestep Advantage-Weighted Rectification","created":"2026-10-09","cited_by_count":0,"area":null},{"id":"2610.13470","title":"GraftOOD: Grafting Out-of-Distribution Exemplars into Advantage-Weighted Rectification for Video Reward Optimization","created":"2026-10-09","cited_by_count":0,"area":null}],"next_cursor":null}