SoL-Refiner: Speed-of-Light One-Step Refinement for High-Resolution Video Paper • 2609.37969 • Published 11 days ago • 43
OmniVBench: A Benchmark and Large-Scale Dataset for Omni Reference-to-Video Generation Paper • 2609.22069 • Published 22 days ago • 37
SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness Paper • 2609.20519 • Published 23 days ago • 139
Sol-Attn: Accelerating Video Generation Inference via On-the-Fly Attention Sparsification Paper • 2607.24027 • Published Jul 27 • 40
DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment Paper • 2607.07820 • Published Jul 8 • 95
PixelWizard: Towards Efficient High-Fidelity Video Generation at Ultra-Large Spatial Resolution Paper • 2605.25801 • Published May 25 • 1
view article Article Diffusers welcomes Stable Diffusion 3 +4 dn6, YiYiXu, sayakpaul, OzzyGT, kashif, multimodalart • Jun 12, 2024 • 99
UltraFlux: Data-Model Co-Design for High-quality Native 4K Text-to-Image Generation across Diverse Aspect Ratios Paper • 2511.18050 • Published Nov 22, 2025 • 38
LucidFlux: Caption-Free Universal Image Restoration via a Large-Scale Diffusion Transformer Paper • 2509.22414 • Published Sep 26, 2025 • 22