{"total":27,"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":"2506.05301","title":"SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training","created":"2025-06-05","cited_by_count":50,"area":"diffusion"},{"id":"2506.03065","title":"Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers","created":"2025-06-03","cited_by_count":34,"area":"diffusion"},{"id":"2412.10494","title":"SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device","created":"2024-12-13","cited_by_count":27,"area":"diffusion"},{"id":"2503.16302","title":"Unleashing Vecset Diffusion Model for Fast Shape Generation","created":"2025-03-20","cited_by_count":26,"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":"2503.13319","title":"MagicDistillation: Weak-to-Strong Video Distillation for Large-Scale Few-Step Synthesis","created":"2025-03-17","cited_by_count":19,"area":"diffusion"},{"id":"2603.09488","title":"Streaming Autoregressive Video Generation via Diagonal Distillation","created":"2026-03-10","cited_by_count":18,"area":"diffusion"},{"id":"2503.05978","title":"MagicInfinite: Generating Infinite Talking Videos with Your Words and Voice","created":"2025-03-07","cited_by_count":16,"area":"diffusion"},{"id":"2510.19755","title":"A Survey on Cache Methods in Diffusion Models: Toward Efficient Multi-Modal Generation","created":"2025-10-22","cited_by_count":16,"area":"diffusion"},{"id":"2412.05899","title":"Accelerating Video Diffusion Models via Distribution Matching","created":"2024-12-08","cited_by_count":11,"area":"diffusion"},{"id":"2410.04171","title":"IV-Mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis","created":"2024-10-05","cited_by_count":10,"area":"diffusion"},{"id":"2411.18375","title":"Individual Content and Motion Dynamics Preserved Pruning for Video Diffusion Models","created":"2024-11-27","cited_by_count":8,"area":"diffusion"},{"id":"2509.25180","title":"DC-Gen: Post-Training Diffusion Acceleration with Deeply Compressed Latent Space","created":"2025-09-29","cited_by_count":8,"area":"diffusion"},{"id":"2512.23709","title":"Stream-DiffVSR: Low-Latency Streamable Video Super-Resolution via Auto-Regressive Diffusion","created":"2025-12-29","cited_by_count":7,"area":"diffusion"},{"id":"2412.13479","title":"Real-time One-Step Diffusion-based Expressive Portrait Videos Generation","created":"2024-12-18","cited_by_count":6,"area":"diffusion"},{"id":"2602.02092","title":"FSVideo: Fast Speed Video Diffusion Model in a Highly-Compressed Latent Space","created":"2026-02-02","cited_by_count":5,"area":"diffusion"},{"id":"2412.08871","title":"Inference-Time Diffusion Model Distillation","created":"2024-12-12","cited_by_count":4,"area":"diffusion"},{"id":"2510.17245","title":"On Efficiency-Effectiveness Trade-off of Diffusion-based Recommenders","created":"2025-10-20","cited_by_count":3,"area":"diffusion"},{"id":"2605.25378","title":"CollectionLoRA: Collecting 50 Effects in 1 LoRA via Multi-Teacher On-Policy Distillation","created":"2026-05-25","cited_by_count":3,"area":"diffusion"},{"id":"2510.01339","title":"LVTINO: LAtent Video consisTency INverse sOlver for High Definition Video Restoration","created":"2025-10-01","cited_by_count":2,"area":"diffusion"},{"id":"2412.18945","title":"Single Trajectory Distillation for Accelerating Image and Video Style Transfer","created":"2024-12-25","cited_by_count":1,"area":"diffusion"},{"id":"2510.02617","title":"Input-Aware Sparse Attention for Real-Time Co-Speech Video Generation","created":"2025-10-02","cited_by_count":1,"area":"diffusion"},{"id":"2512.03451","title":"GalaxyDiT: Efficient Video Generation with Guidance Alignment and Adaptive Proxy in Diffusion Transformers","created":"2025-12-03","cited_by_count":0,"area":"diffusion"},{"id":"2608.16585","title":"SQuad: Sub-Quadratic Attention Distillation for Efficient Video Generation","created":"2026-08-17","cited_by_count":0,"area":"diffusion"},{"id":"2609.32540","title":"In-Flight KV Cache with Clean Anchors for Faster Autoregressive Video Diffusion","created":"2026-09-26","cited_by_count":0,"area":"diffusion"},{"id":"2609.34371","title":"From Static to Dynamic: On-Policy Distillation from Image to Video Diffusion Models","created":"2026-09-28","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}