DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder Paper • 2509.25182 • Published Sep 29 • 37
SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer Paper • 2509.24695 • Published Sep 29 • 45
Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models Paper • 2211.02048 • Published Nov 3, 2022
SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer Paper • 2501.18427 • Published Jan 30 • 23
Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Paper • 2502.01776 • Published Feb 3 • 3
Radial Attention: $O(n\log n)$ Sparse Attention with Energy Decay for Long Video Generation Paper • 2506.19852 • Published Jun 24 • 41
Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation Paper • 2505.18875 • Published May 24 • 42
Condition-Aware Neural Network for Controlled Image Generation Paper • 2404.01143 • Published Apr 1, 2024 • 13
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models Paper • 2410.10733 • Published Oct 14, 2024 • 8
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers Paper • 2410.10629 • Published Oct 14, 2024 • 12
Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation Paper • 2205.01271 • Published May 3, 2022
SVDQunat: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models Paper • 2411.05007 • Published Nov 7, 2024 • 22
DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models Paper • 2402.19481 • Published Feb 29, 2024 • 22