Geometry-Aware Rotary Position Embedding for Consistent Video World Model Paper • 2602.07854 • Published Feb 8 • 10
SpargeAttention2: Trainable Sparse Attention via Hybrid Top-k+Top-p Masking and Distillation Fine-Tuning Paper • 2602.13515 • Published 28 days ago • 43
Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation Paper • 2602.02214 • Published Feb 2 • 24
Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation Paper • 2602.02214 • Published Feb 2 • 24
Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation Paper • 2602.02214 • Published Feb 2 • 24
UltraImage: Rethinking Resolution Extrapolation in Image Diffusion Transformers Paper • 2512.04504 • Published Dec 4, 2025 • 18
UltraImage: Rethinking Resolution Extrapolation in Image Diffusion Transformers Paper • 2512.04504 • Published Dec 4, 2025 • 18
UltraImage: Rethinking Resolution Extrapolation in Image Diffusion Transformers Paper • 2512.04504 • Published Dec 4, 2025 • 18 • 2
Vidu: a Highly Consistent, Dynamic and Skilled Text-to-Video Generator with Diffusion Models Paper • 2405.04233 • Published May 7, 2024 • 3
Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model Paper • 2406.15735 • Published Jun 22, 2024
SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse-Linear Attention Paper • 2509.24006 • Published Sep 28, 2025 • 118
UltraViCo: Breaking Extrapolation Limits in Video Diffusion Transformers Paper • 2511.20123 • Published Nov 25, 2025 • 18
UltraViCo: Breaking Extrapolation Limits in Video Diffusion Transformers Paper • 2511.20123 • Published Nov 25, 2025 • 18