{"total":20,"rows":[{"id":"2501.08316","title":"Diffusion Adversarial Post-Training for One-Step Video Generation","created":"2025-01-14","cited_by_count":151,"area":"diffusion"},{"id":"2503.06674","title":"Learning Few-Step Diffusion Models by Trajectory Distribution Matching","created":"2025-03-09","cited_by_count":57,"area":"diffusion"},{"id":"2506.05301","title":"SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training","created":"2025-06-05","cited_by_count":50,"area":"diffusion"},{"id":"2507.18569","title":"Adversarial Distribution Matching for Diffusion Distillation Towards Efficient Image and Video Synthesis","created":"2025-07-24","cited_by_count":41,"area":"diffusion"},{"id":"2506.00523","title":"SenseFlow: Scaling Distribution Matching for Flow-based Text-to-Image Distillation","created":"2025-05-31","cited_by_count":32,"area":"diffusion"},{"id":"2506.03123","title":"Dual-Expert Consistency Model for Efficient and High-Quality Video Generation","created":"2025-06-03","cited_by_count":21,"area":"diffusion"},{"id":"2503.13070","title":"Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation","created":"2025-03-17","cited_by_count":19,"area":"diffusion"},{"id":"2509.25035","title":"Ultra-Fast Language Generation via Discrete Diffusion Divergence Instruct","created":"2025-09-29","cited_by_count":16,"area":"diffusion"},{"id":"2412.02687","title":"Supercharged One-step Text-to-Image Diffusion Models with Negative Prompts","created":"2024-12-03","cited_by_count":8,"area":"diffusion"},{"id":"2503.06652","title":"Adding Additional Control to One-Step Diffusion with Joint Distribution Matching","created":"2025-03-09","cited_by_count":8,"area":"diffusion"},{"id":"2603.07700","title":"TDM-R1: Reinforcing Few-Step Diffusion Models with Non-Differentiable Reward","created":"2026-03-08","cited_by_count":7,"area":"diffusion"},{"id":"2603.21864","title":"Adaptive Video Distillation: Mitigating Oversaturation and Temporal Collapse in Few-Step Generation","created":"2026-03-23","cited_by_count":7,"area":"diffusion"},{"id":"2603.22271","title":"DUO-VSR: Dual-Stream Distillation for One-Step Video Super-Resolution","created":"2026-03-23","cited_by_count":4,"area":"diffusion"},{"id":"2506.19741","title":"Noise Consistency Training: A Native Approach for One-Step Generator in Learning Additional Controls","created":"2025-06-24","cited_by_count":3,"area":"diffusion"},{"id":"2603.06275","title":"Spectral and Trajectory Regularization for Diffusion Transformer Super-Resolution","created":"2026-03-06","cited_by_count":2,"area":"diffusion"},{"id":"2508.06392","title":"FVGen: Accelerating Novel-View Synthesis with Adversarial Video Diffusion Distillation","created":"2025-08-08","cited_by_count":1,"area":"diffusion"},{"id":"2603.06136","title":"Cross-Resolution Distribution Matching for Diffusion Distillation","created":"2026-03-06","cited_by_count":1,"area":"diffusion"},{"id":"2603.08258","title":"WaDi: Weight Direction-aware Distillation for One-step Image Synthesis","created":"2026-03-09","cited_by_count":0,"area":"diffusion"},{"id":"2603.27599","title":"You Only Erase Once: Erasing Anything without Bringing Unexpected Content","created":"2026-03-29","cited_by_count":0,"area":"diffusion"},{"id":"2609.29116","title":"Spectral Amplitude Purification in Distribution Matching for Diffusion Distillation","created":"2026-09-24","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}