Saurabh Gupta

I am a fourth year Computer Science graduate student at UC Berkeley. I work in computer vision and am advised by Jitendra Malik.

Earlier, I graduated from IIT Delhi with a Bachelors in Computer Science and Engineering, and was awarded with the President of India Gold Medal (summa cum laude). My web page from those days is here.

CV / Google Scholar
CVPR2013
Publications

arXiv 2015
[NEW] Aligning 3D Models to RGB-D Images of Cluttered Scenes
Saurabh Gupta, Pablo Arbeláez, Ross Girshick, Jitendra Malik
Computer Vision and Pattern Recognition (CVPR), 2015
preliminary arXiv pdf / arXiv link / bibtex


arXiv 2014 [NEW] From Captions to Visual Concepts and Back

Hao Fang *, Saurabh Gupta *, Forrest Iandola *, Rupesh Srivastava *, Li Deng, Piotr Dollár, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C. Platt, C. Lawrence Zitnick, Geoffrey Zweig
* Equal contribution
Computer Vision and Pattern Recognition (CVPR), 2015
extended abstract / arXiv link / blog / bibtex



ECCV2014
[NEW] Learning Rich Features from RGB-D Images for Object Detection and Segmentation

Saurabh Gupta, Ross Girshick, Pablo Arbeláez, Jitendra Malik
European Conference on Computer Vision (ECCV), 2014
pdf / supplementary material / code + data + benchmarks + pre-trained models (available now!!) / bibtex / poster / slides / pretrained NYUD2 models / pretrained SUN RGB-D models



CVPR2013
Perceptual Organization and Recognition of Indoor Scenes from RGB-D Images
Saurabh Gupta, Pablo Arbeláez, Jitendra Malik
Computer Vision and Pattern Recognition (CVPR), 2013 (Oral Presentation)
pdf / supplementary material / code / latest dev code / data / bibtex / poster / slides



CVPR2012
Semantic Segmentation using Regions and Parts
Pablo Arbeláez, Bharath Hariharan, Chunhui Gu, Saurabh Gupta, Lubomir Bourdev, Jitendra Malik
Computer Vision and Pattern Recognition (CVPR), 2012 (Oral Presentation)
pdf / bibtex


Journal Publications

CVPR2013
[NEW] Indoor Scene Understanding with RGB-D Images: Bottom-up Segmentation, Object Detection and Semantic Segmentation

Saurabh Gupta, Pablo Arbeláez, Ross Girshick, Jitendra Malik
International Journal of Computer Vision (IJCV), 2014
pdf / code / latest dev code / bibtex / springer link


Other Publications
SAS13 Verification as Learning Geometric Concepts
Rahul Sharma, Saurabh Gupta, Bharath Hariharan, Alex Aiken, Aditya Nori
Static Analysis Symposium (SAS), 2013
pdf


ESOP2013 A Data Driven Approach for Algebraic Loop Invariants
Rahul Sharma, Saurabh Gupta, Bharath Hariharan, Alex Aiken, Percy Liang, Aditya Nori
European Symposium on Programming (ESOP), 2013
pdf


Teaching
GSI2 CS280: Computer Vision
As GSI with Prof. Jitendra Malik, Prof. Alexei Efros
Fall 2013
GSI1 CS188: Introduction to Artificial Intelligence
As GSI with Prof. Dan Klien, Prof. Pieter Abbeel
Fall 2012
Contact
sgu...@eecs.berkeley.edu