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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
About Me
About Me
Posts
A Comprehensive Study for Gaussian Splatting
Published:
Gaussian Splatting is a cutting edge technique for real time neural rendering that models scenes using explicit 3D Gaussians. It offers an alternative to neural implicit representations (NIR) and NeRFs. This study provides a rigorous, structured exploration of its mathematical foundations, differentiable rasterization pipeline, and key advancements that are redefining Gaussian-based scene representation.
Neural Radiance Fields: A Comprehensive Review 📚🔍✨
Published:
This blog offers a comprehensive exploration of Neural Radiance Fields (NeRFs), a method for photorealistic 3D scene reconstruction from sparse 2D images. It covers foundational concepts, training techniques, and notable advancements and well-known variants in the NeRF family.
Diffusion Models: A Comprehensive Guide
Published:
Welcome to this guide on Diffusion Models, a groundbreaking class of generative models that create high-quality data by refining noisy inputs. This blog covers their foundations, architectures, training, advanced techniques like conditional and latent diffusion, and applications ranging from image editing to medical imaging, offering a concise overview of their impact on machine learning.
State Space Models (SSM)
Published:
Welcome to this guide on State Space Models (SSMs), exploring their efficiency in modeling long-range dependencies, the S4 model, and key techniques.
Neural Implicit Representation
Published:
Welcome to this guide on Neural Implicit Representations (NIR), an advanced approach to 3D reconstruction and graphics. Explore concepts like implicit functions, occupancy networks, volumetric rendering, and Neural Radiance Fields (NeRF), enabling high-resolution 3D modeling.
portfolio
VisLoc
VisLoc
Machine Learning for Image Based 3D Reconstruction
Machine Learning for Image Based 3D Reconstruction
DeepPCF-MVS: Deep Plane Estimation and Filtering for Complete Multi-View Stereo
DeepPCF-MVS: Deep Plane Estimation and Filtering for Complete Multi-View Stereo
Optimal Control and Planning for Autonomous Driving
Optimal Control and Planning for Autonomous Driving
publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Download Paper | Download Slides | Download Bibtex
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2).
Download Paper | Download Slides
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3).
Download Paper | Download Slides
Paper Title Number 4
Published in GitHub Journal of Bugs, 2024
This paper is about fixing template issue #693.
Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
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talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.