Akshay Gadi Patil

About Me

Hello! I am a fourth year Ph.D student advised by Prof. Hao (Richard) Zhang.
My research revolves around the Geometric application of Deep Learning for content creation and understanding.
Specifically, I focus on structural generation of 3D Indoor Scenes and 2D Layouts.

I was an Applied Scientist Intern at Amazon, from Dec 2018 to Mar 2019.

Prior to joining SFU, I completed my M.Tech in Electrical Engineering (Signal Processing) from the Indian Institute of Technology Gandhinagar in 2016. I have also spent time as a visiting student at JAIST, Japan .

News

[New] Nov'19:

 DR-KFD, a Differentiable Visual Metric for 3D Shape Reconstruction, 
 is on arXiv. Check it out.

[New] Aug'19:

 Paper on generating document layouts, READ, completed in March 2019, 
 is now on arXiv (some logistic delays within Amazon). Read READ!

Dec'18:

Our TOG paper will be presented at SIGGRAPH 2019, in LA.

Dec'18:

 Applied Scientist Intern @ Amazon (till Mar'19)

Nov'18:

 Presented a  poster  on our recent TOG paper @ ARD Seattle.

Sept'18:

Paper on Recursive Neural Network Architecture for Indoor Scenes was
conditionally accepted to TOG. Details coming soon!

Sept'18:

Paper on Language-Driven Scene Synthesis was accepted to SIGGRAPH-Asia.
More details on the  Project Page.

Aug'18:

I was a Student Volunteer for the 45th ACM SIGGRAPH conference here in Vancouver, B.C.

Publications [Scholar]

"Si falta pasión no se encuentra la victoria".

- Rafa

2019

	DR-KFD: A Differentiable Visual Metric for 3D Shape Reconstruction Jiongchao Jin, Akshay Gadi Patil, Hao (Richard) Zhang arXiv
	READ: Recursive Autoencoders for Document Layout Generation Akshay Gadi Patil, Omri Ben-Eliezer, Or Perel, Hadar Averbuch-Elor arXiv , Supplementary

2018

	GRAINS: Generative Recursive Autoencoders for INdoor Scenes Manyi Li, Akshay Gadi Patil, Kai Xu, Siddhartha Chaudhuri, Owais Khan, Ariel Shamir, Changhe Tu, Baoquan Chen, Daniel Cohen-Or, Hao Zhang Transactions on Graphics (Special Issue of SIGGRAPH 2019) Project Page
	Language-Driven Synthesis of 3D Scenes Using Scene Databases Rui Ma, Akshay Gadi Patil, Matthew Fisher, Manyi Li, Sören Pirk, Binh-Son Hua, Sai-Kit Yeung, Xin Tong, Leonidas Guibas, Hao Zhang SIGGRAPH-Asia, Tokyo, 2018 (*Co-first Authors) Project Page, Media , On Twitter

2016

	Automatic Content-Aware Non-Photorealistic Rendering of Images Akshay Gadi Patil, Shanmuganathan Raman International Symposium on Visual Computing (ISVC), Las Vegas, 2016. Paper
	Tone Mapping HDR Images Using Local Texture and Brightness Measures Akshay Gadi Patil, Shanmuganathan Raman International Conference on Computer Vision and Image Processing (CVIP), 2016.

Projects

"I was born not knowing and have had only a little time to change that here and there".

- Richard Feynman

	Study on Two Tone Suppression for Audio Watermarking Methods Research Project at Unoki lab
	Robust Speaker Authentication for Mobile-Based Banking Applications Final-year Undergrad Project Speech and Audio Lab, Indian Institute of Science