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Ashwin Kalyan
Research Scientist, Allen Institute for Artificial Intelligence
Joined
October 2016
Names
Ashwin Kalyan
(Preferred)
,
Ashwin Kalyan Vijayakumar
,
Ashwin K. Vijayakumar
Emails
****@vt.edu
(Confirmed)
,
****@gatech.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@allenai.org
(Confirmed)
,
****@allenai.org
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Research Scientist
Allen Institute for Artificial Intelligence
(allenai.org)
2020
–
Present
PhD
Georgia Institute of Technology
(gatech.edu)
2016
–
2020
Advisors, Relations & Conflicts
PhD Advisor
Dhruv Batra
2016
–
Present
Expertise
reinforcement learning
,
generalization
2019
–
Present
program synthesis
,
reasoning
2017
–
Present
structured prediction
2016
–
Present
deep learning
,
computer vision
2015
–
Present
Publications
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning
Pan Lu
,
Liang Qiu
,
Kai-Wei Chang
,
Ying Nian Wu
,
Song-Chun Zhu
,
Tanmay Rajpurohit
,
Peter Clark
,
Ashwin Kalyan
Published: 01 Feb 2023, Last Modified: 14 Jan 2026
ICLR 2023 poster
Readers:
Everyone
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering
Pan Lu
,
Swaroop Mishra
,
Tony Xia
,
Liang Qiu
,
Kai-Wei Chang
,
Song-Chun Zhu
,
Oyvind Tafjord
,
Peter Clark
,
Ashwin Kalyan
Published: 31 Oct 2022, Last Modified: 08 Feb 2026
NeurIPS 2022 Accept
Readers:
Everyone
Programming Puzzles
Tal Schuster
,
Ashwin Kalyan
,
Alex Polozov
,
Adam Tauman Kalai
Published: 29 Jul 2021, Last Modified: 26 May 2025
NeurIPS 2021 Datasets and Benchmarks Track (Round 1)
Readers:
Everyone
Bridging Worlds in Reinforcement Learning with Model-Advantage
Nirbhay Modhe
,
Harish K Kamath
,
Dhruv Batra
,
Ashwin Kalyan
12 Jun 2020 (modified: 05 May 2023)
LifelongML@ICML2020
Readers:
Everyone
Diverse Beam Search for Improved Description of Complex Scenes
Ashwin K. Vijayakumar
,
Michael Cogswell
,
Ramprasaath R. Selvaraju
,
Qing Sun
,
Stefan Lee
,
David J. Crandall
,
Dhruv Batra
2018 (modified: 02 Mar 2020)
AAAI 2018
Readers:
Everyone
Sound-Word2Vec: Learning Word Representations Grounded in Sounds
Ashwin K. Vijayakumar
,
Ramakrishna Vedantam
,
Devi Parikh
2017 (modified: 16 Jul 2019)
EMNLP 2017
Readers:
Everyone
We are Humor Beings: Understanding and Predicting Visual Humor
Arjun Chandrasekaran
,
Ashwin K. Vijayakumar
,
Stanislaw Antol
,
Mohit Bansal
,
Dhruv Batra
,
C. Lawrence Zitnick
,
Devi Parikh
2016 (modified: 10 Nov 2022)
CVPR 2016
Readers:
Everyone
Co-Authors
Adam Tauman Kalai
Alex Polozov
Arjun Chandrasekaran
C. Lawrence Zitnick
David J. Crandall
Devi Parikh
Dhruv Batra
Harish K Kamath
Kai-Wei Chang
Liang Qiu
Michael Cogswell
Mohit Bansal
Nirbhay Modhe
Oyvind Tafjord
Pan Lu
Peter Clark
Qing Sun
Ramakrishna Vedantam
Ramprasaath R. Selvaraju
Song-Chun Zhu
Stanislaw Antol
Stefan Lee
Swaroop Mishra
Tal Schuster
Tanmay Rajpurohit
View all 27 co-authors