Karthik Narayan
karthik.narayan@eecs.berkeley.edu

I am a third year Ph.D. student working with Pieter Abbeel and Jitendra Malik at UC Berkeley. I was funded by the NSF Graduate Fellowship, and am now funded by the NDSEG Fellowship.

I've spent time at Google, Cornell CLASSE, and Amrita University. I received my undergraduate degrees in Computer Science and Discrete Mathematics from Georgia Tech.

This fall, I will be an intern at Citadel LLC's Quantitative Strategies Group.

Email | Google Scholar | LinkedIn

Publications

My research focuses on developing low-cost high-fidelity portable 3D scanners. I have also developed nonlinear dimensionality reduction algorithms to visualize large datasets.

basisshapes

Alpha-Beta Divergences Discover Micro and Macro Structures in Data
Karthik Narayan, Ali Punjani, Pieter Abbeel
Submitted: International Conference on Machine Learning (ICML), 2015

basisshapes

Optimized Color Models for High-Quality 3D Scanning
Karthik Narayan, Pieter Abbeel
Submitted: IEEE International Conference on Intelligent Robots and Systems (IROS), 2015

basisshapes

Range Sensor and Silhouette Fusion for High-Quality 3D Scanning
Karthik Narayan, James Sha, Arjun Singh, Pieter Abbeel
IEEE International Conference on Robotics and Automation (ICRA), 2015

BigBIRD: A Large-Scale 3D Database of Object Instances
Arjun Singh, James Sha, Karthik Narayan, Tudor Achim, Pieter Abbeel
IEEE International Conference on Robotics and Automation (ICRA), 2014
RSS Workshop on RGB-D Perception, 2014

Sparse Combinatorial Autoencoders
Karthik Narayan, Pieter Abbeel
NIPS Deep Learning Workshop, 2013

Real-Time Collaborative Virtual Interactive E-Learning Environment
Kamal Bijlani, Amit Dhar, P. Venkat Rangan, Jayahari K. R., Karthik Narayan
IEEE International Conference on e-Education, e-Business, e-Management, and e-Learning, 2011

Quick Polytope Approximation of All Correlated Equilibria in Stochastic Games
Liam Mac Dermed, Karthik Narayan, Charles Isbell, Lora Weiss
National Conference on Artificial Intelligence (AAAI), 2011

DEXTOR: Reduced Effort Authoring for Template-Based Natural Language Generation
Karthik Narayan, Charles Isbell, David Roberts
Artificial Intelligence and Interactive Digital Entertainment, 2011

ACE: Architecture for Collaborative Environments
Kamal Bijlani, P. Venkat Rangan, Jayahari K. R., Sreejith K. H., Preeja Pradeep, Karthik Narayan
International Conference on Computer Science and Information Technology, 2010

X-Ray Optics in the BMAD Beam Dynamics Computer Code
Karthik Narayan
Technical report, Cornell University Laboratory of Elementary Particle Physics, 2009

Teaching

pacman

CS188: Introduction to Artificial Intelligence - Summer 2015 (GSI)
Instructor: Pat Virtue

@Georgia Tech
When I was at Georgia Tech, I was a TA for CS 1332 (Data Structures and Algorithms), CS 2340 (Objects and Design), CS 3510 (Design and Analysis of Algorithms), and CS 4641/7641 (Machine Learning).

@Amrita University
I was also a co-instructor for a masters senior design course focusing on applying 3D RIA development to e-Learning.


this guy's website is awesome