✨NaTex: Seamless Texture Generation as Latent Color Diffusion

📝 Summary:
NaTex directly generates 3D textures using latent color diffusion and geometry-aware models. It predicts texture color in 3D space, outperforming prior methods in coherence and alignment by avoiding 2D multi-view limitations.

🔹 Publication Date: Published on Nov 20

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2511.16317
• PDF: https://arxiv.org/pdf/2511.16317
• Project Page: https://natex-ldm.github.io/
• Github: https://natex-ldm.github.io/

==================================

For more data science resources:
✓ https://xn--r1a.website/DataScienceT

#TextureGeneration #DiffusionModels #3DGraphics #ComputerVision #DeepLearning

✨Visionary: The World Model Carrier Built on WebGPU-Powered Gaussian Splatting Platform

📝 Summary:
Visionary is a web-native platform for real-time 3D Gaussian Splatting and mesh rendering. It uses WebGPU and per-frame ONNX inference for dynamic content and generative models, offering efficient, browser-based deployment and support for various neural rendering methods.

🔹 Publication Date: Published on Dec 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2512.08478
• PDF: https://arxiv.org/pdf/2512.08478
• Project Page: https://visionary-laboratory.github.io/visionary/
• Github: https://visionary-laboratory.github.io/visionary/

==================================

For more data science resources:
✓ https://xn--r1a.website/DataScienceT

#GaussianSplatting #WebGPU #NeuralRendering #3DGraphics #GenerativeAI

✨InfiniDepth: Arbitrary-Resolution and Fine-Grained Depth Estimation with Neural Implicit Fields

📝 Summary:
InfiniDepth introduces neural implicit fields for continuous 2D depth querying, overcoming limitations of discrete grid methods. This enables arbitrary-resolution and fine-grained depth estimation, achieving state-of-the-art performance, particularly in fine-detail regions and for novel view synt...

🔹 Publication Date: Published on Jan 6

🔹 Paper Links:
• arXiv Page: https://arxivexplained.com/papers/infinidepth-arbitrary-resolution-and-fine-grained-depth-estimation-with-neural-implicit-fields
• PDF: https://arxiv.org/pdf/2601.03252
• Project Page: https://zju3dv.github.io/InfiniDepth
• Github: https://zju3dv.github.io/InfiniDepth

==================================

For more data science resources:
✓ https://xn--r1a.website/DataScienceT

#DepthEstimation #NeuralImplicitFields #ComputerVision #AI #3DGraphics

✨AutoWeather4D: Autonomous Driving Video Weather Conversion via G-Buffer Dual-Pass Editing

📝 Summary:
AutoWeather4D is a 3D-aware weather editing framework that decouples geometry and illumination through a dual-pass mechanism, enabling efficient and physically accurate weather modification for autono...

🔹 Publication Date: Published on Mar 27

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2603.26546
• PDF: https://arxiv.org/pdf/2603.26546
• Project Page: https://lty2226262.github.io/autoweather4d/
• Github: https://github.com/lty2226262/AutoWeather4D

==================================

For more data science resources:
✓ https://xn--r1a.website/DataScienceT

#AutonomousDriving #ComputerVision #WeatherEditing #3DGraphics #AIResearch