Sol-Attn: Accelerating Video Generation Inference via On-the-Fly Attention Sparsification Paper • 2607.24027 • Published 6 days ago • 35
SANA-Video 2.0: Hybrid Linear Attention with Attention Residuals for Efficient Video Generation Paper • 2607.21553 • Published 10 days ago • 39
Sol Video Inference Engine: Agent-Native Full-Stack Acceleration Framework for Efficient Video Generation Paper • 2606.23743 • Published Jun 24 • 1
SANA-Streaming: Real-time Streaming Video Editing with Hybrid Diffusion Transformer Paper • 2605.30409 • Published May 28 • 42
MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head Paper • 2601.07832 • Published Jan 12 • 53
SANA-Video 2.0: Hybrid Linear Attention with Attention Residuals for Efficient Video Generation Paper • 2607.21553 • Published 10 days ago • 39
FP4 Explore, BF16 Train: Diffusion Reinforcement Learning via Efficient Rollout Scaling Paper • 2604.06916 • Published Apr 8 • 34
SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer Paper • 2605.15178 • Published May 14 • 91
DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer Paper • 2507.04947 • Published Jul 7, 2025 • 1
DC-AE 1.5: Accelerating Diffusion Model Convergence with Structured Latent Space Paper • 2508.00413 • Published Aug 1, 2025 • 7
DC-Gen: Post-Training Diffusion Acceleration with Deeply Compressed Latent Space Paper • 2509.25180 • Published Sep 29, 2025 • 10
DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder Paper • 2509.25182 • Published Sep 29, 2025 • 39
SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer Paper • 2509.24695 • Published Sep 29, 2025 • 54
SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer Paper • 2501.18427 • Published Jan 30, 2025 • 27
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation Paper • 2503.09641 • Published Mar 12, 2025 • 42
MetaBEV: Solving Sensor Failures for BEV Detection and Map Segmentation Paper • 2304.09801 • Published Apr 19, 2023
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer Paper • 2410.10812 • Published Oct 14, 2024 • 18
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers Paper • 2410.10629 • Published Oct 14, 2024 • 13