VC-Attention: Value Smoothing and Softmax Casting for Low-bit Attention Paper • 2609.15810 • Published 19 days ago • 51
FourTune: Towards Fully 4-Bit Efficient Post-Training for Diffusion Models Paper • 2607.05711 • Published Jul 7
Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization Paper • 2602.02958 • Published Feb 3 • 35
Radial Attention: $O(n\log n)$ Sparse Attention with Energy Decay for Long Video Generation Paper • 2506.19852 • Published Jun 24, 2025 • 43
Ring Forcing: Towards Precise Long-Term Memory for Autoregressive Video Diffusion Paper • 2608.26794 • Published Aug 27 • 16
Cache-to-Cache: Direct Semantic Communication Between Large Language Models Paper • 2510.03215 • Published Oct 3, 2025 • 99
Stand-In: A Lightweight and Plug-and-Play Identity Control for Video Generation Paper • 2508.07901 • Published Aug 11, 2025 • 40