Unified Generative Video Compression with Autoregressive and Bidirectional Video Diffusion
cs.CV
Submitted: 2026-10-09
Updated: 2026-10-09
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Sources
- Variational image compression with a scale hyperprior
- Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing
- Generative Latent Video Compression
- Classifier-Free Diffusion Guidance
- LoRA: Low-Rank Adaptation of Large Language Models
- Ultra Flash: Scaling Real-Time Streaming Video Generation to High Resolutions
- Ultra-Fast Neural Video Compression
- Diffusion Adversarial Post-Training for One-Step Video Generation
- Free-GVC: Towards Training-Free Extreme Generative Video Compression with Temporal Coherence
- DINOv3
- Wan: Open and Advanced Large-Scale Video Generative Models
- UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions
- Generative Video Compression with One-Dimensional Latent Representation
- Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation
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