Stable Diffusion

In the model registry

Timeline

1. Oct 8, 2026 · Research paper · 1 source
   Early Signatures of Memorization in Diffusion Models via Basin Geometry and Cyclic Denoising
   We show that memorization is encoded in the geometry of the learned energy landscape before it appears in generated samples, a state we call latent memorization.
2. Oct 6, 2026 · Research paper · 1 source
   LiDAR Resolution Recovery via Foundation-Model-Guided Diffusion
   Using a pretrained Stable Diffusion model as the backbone, we fine-tune a LiDAR-conditioned depth model with pseudo-depth targets from a 2D foundation model.
3. Oct 6, 2026 · Research paper · 1 source
   Two Halves are More than One: Phase-wise Velocity Distillation for Fast and High-Quality Image Generation
   Recent diffusion-based image generation backbones have grown substantially in scale, making the network inference cost increase rapidly.
4. Oct 6, 2026 · Research paper · 1 source
   PhysTacGen: Physics-Aware Visual-Tactile Sensor Image Generation
   To address these challenges, we present PhysTacGen, a visual-to-optical-tactile image generation framework that integrates material-aware descriptions with geometric conditioning.
5. Sep 30, 2026 · Research paper · 1 source
   ReGain: Restoring Subject Fidelity in Personalization on Synthetic Images
   Text-to-image diffusion models are personalized to a subject by DreamBooth fine-tuning on a handful of its images.
6. Sep 29, 2026 · Research paper · 1 source
   How Diffusion Controller unifies and simplifies AI image generation
   We introduce Diffusion Controller, a lightweight "steering damper" network that precisely steers image generation to achieve significantly better prompt alignment.
7. May 5, 2026 · Open-source release · 1 source
   sgl-project/sglang v0.5.11
   Speculative Decoding V2 by default: Spec V2 (with overlap scheduling to hide CPU overhead) is now the default, materially reducing per-step CPU cost for EAGLE/MTP/DFLASH paths: #21062
8. Sep 4, 2024 · Open-source release · 1 source
   pytorch/pytorch v2.4.1: PyTorch 2.4.1 Release, bug fix release
   This release is meant to fix the following issues (regressions / silent correctness):

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