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
News Publications
arXiv 2015 [NEW] Visual Semantic Role Labeling
Saurabh Gupta, Jitendra Malik
arXiv 2015
preliminary arXiv pdf / arXiv link

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
pdf / extended abstract / slides / webpage / visual concept detection code / arXiv link / COCO leader board / blog / bibtex


arXiv 2015 [NEW] Exploring Nearest Neighbor Approaches for Image Captioning
Jacob Devlin, Saurabh Gupta, Ross Girshick, Margaret Mitchell C. Lawrence Zitnick,
arXiv 2015
preliminary arXiv pdf / arXiv link

arXiv 2015 [NEW] Language Models for Image Captioning: The Quirks and What Works
Jacob Devlin, Hao Cheng, Hao Fang, Saurabh Gupta, Li Deng, Xiaodong He, Geoffrey Zweig
Margaret Mitchell
arXiv 2015
arXiv link


ECCV2014
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