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Research#llm📝 BlogAnalyzed: Jan 4, 2026 05:54

Blurry Results with Bigasp Model

Published:Jan 4, 2026 05:00
1 min read
r/StableDiffusion

Analysis

The article describes a user's problem with generating images using the Bigasp model in Stable Diffusion, resulting in blurry outputs. The user is seeking help with settings or potential errors in their workflow. The provided information includes the model used (bigASP v2.5), a LoRA (Hyper-SDXL-8steps-CFG-lora.safetensors), and a VAE (sdxl_vae.safetensors). The article is a forum post from r/StableDiffusion.
Reference

“I am working on building my first workflow following gemini prompts but i only end up with very blurry results. Can anyone help with the settings or anything i did wrong?”

Permalinkr/StableDiffusion
Research Paper#Computer Vision, Image Representation, Gaussian Splatting🔬 ResearchAnalyzed: Jan 3, 2026 19:03

Contour-Aware 2D Gaussian Splatting for Sharper Images

Published:Dec 29, 2025 07:24
1 min read
ArXiv

Analysis

This paper addresses the common problem of blurry boundaries in 2D Gaussian Splatting, a technique for image representation. By incorporating object segmentation information, the authors constrain Gaussians to specific regions, preventing cross-boundary blending and improving edge sharpness, especially with fewer Gaussians. This is a practical improvement for efficient image representation.
Reference

“The method 'achieves higher reconstruction quality around object edges compared to existing 2DGS methods.'”

PermalinkArXiv