LongLive-Plug: Once-for-All Distillation for Video Generation Paper • 2609.38154 • Published Sep 29 • 34
VC-Attention: Value Smoothing and Softmax Casting for Low-bit Attention Paper • 2609.15810 • Published Sep 14 • 31
JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Paper • 2608.03974 • Published Aug 4 • 96
LongLive-2.0: An NVFP4 Parallel Infrastructure for Long Video Generation Paper • 2605.18739 • Published May 18 • 117
Awaking Spatial Intelligence in Unified Multimodal Understanding and Generation Paper • 2605.04128 • Published May 5 • 19
LongLive: Real-time Interactive Long Video Generation Paper • 2509.22622 • Published Sep 26, 2025 • 192
SpatialEdit: Benchmarking Fine-Grained Image Spatial Editing Paper • 2604.04911 • Published Apr 6 • 33
SpatialEdit: Benchmarking Fine-Grained Image Spatial Editing Paper • 2604.04911 • Published Apr 6 • 33
DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder Paper • 2509.25182 • Published Sep 29, 2025 • 40
SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer Paper • 2509.24695 • Published Sep 29, 2025 • 56
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, 2025 • 27
Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Paper • 2502.01776 • Published Feb 3, 2025 • 3
LongLive: Real-time Interactive Long Video Generation Paper • 2509.22622 • Published Sep 26, 2025 • 192
Radial Attention: $O(n\log n)$ Sparse Attention with Energy Decay for Long Video Generation Paper • 2506.19852 • Published Jun 24, 2025 • 43
SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation Paper • 2305.17011 • Published May 26, 2023
GrootVL: Tree Topology is All You Need in State Space Model Paper • 2406.02395 • Published Jun 4, 2024 • 1
COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing Paper • 2406.08850 • Published Jun 13, 2024
HaploVL: A Single-Transformer Baseline for Multi-Modal Understanding Paper • 2503.14694 • Published Mar 12, 2025
MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO Paper • 2505.13031 • Published May 19, 2025 • 4