Ashwin Kalyan Vijayakumar
Ashwin Kalyan Vijayakumar
Other namesAshwin Kalyan
Allen Institute for Artificial Intelligence
Verified email at - Homepage
Cited by
Cited by
Diverse beam search: Decoding diverse solutions from neural sequence models
AK Vijayakumar, M Cogswell, RR Selvaraju, Q Sun, S Lee, D Crandall, ...
arXiv preprint arXiv:1610.02424, 2016
Neural-guided deductive search for real-time program synthesis from examples
A Kalyan, A Mohta, O Polozov, D Batra, P Jain, S Gulwani
arXiv preprint arXiv:1804.01186, 2018
We are humor beings: Understanding and predicting visual humor
A Chandrasekaran, AK Vijayakumar, S Antol, M Bansal, D Batra, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
Sound-word2vec: Learning word representations grounded in sounds
AK Vijayakumar, R Vedantam, D Parikh
arXiv preprint arXiv:1703.01720, 2017
Programming puzzles
T Schuster, A Kalyan, O Polozov, AT Kalai
arXiv preprint arXiv:2106.05784, 2021
How much coffee was consumed during EMNLP 2019? fermi problems: A new reasoning challenge for AI
A Kalyan, A Kumar, A Chandrasekaran, A Sabharwal, P Clark
arXiv preprint arXiv:2110.14207, 2021
Learn from your neighbor: Learning multi-modal mappings from sparse annotations
A Kalyan, S Lee, A Kannan, D Batra
International Conference on Machine Learning, 2449-2458, 2018
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks
S Mishra, A Mitra, N Varshney, B Sachdeva, P Clark, C Baral, A Kalyan
arXiv preprint arXiv:2204.05660, 2022
Trainable decoding of sets of sequences for neural sequence models
A Kalyan, P Anderson, S Lee, D Batra
International Conference on Machine Learning, 3211-3221, 2019
Estimating multiple physical parameters from speech data
SB Kalluri, A Vijayakumar, D Vijayasenan, R Singh
2016 IEEE 26th International Workshop on Machine Learning for Signal …, 2016
Predicting $ Gamaka $ s—The Essential Embellishments in Karnatic Music
MR Rajan, D Vijayasenan, A Vijayakumar
IEEE Access 7, 175386-175395, 2019
Estimation of a violin source/filter model
JW Beauchamp, AK Vijayakumar
The Journal of the Acoustical Society of America 137 (4), 2405-2405, 2015
Learn to explain: Multimodal reasoning via thought chains for science question answering
P Lu, S Mishra, T Xia, L Qiu, KW Chang, SC Zhu, O Tafjord, P Clark, ...
arXiv preprint arXiv:2209.09513, 2022
Model-Advantage Optimization for Model-Based Reinforcement Learning
N Modhe, H Kamath, D Batra, A Kalyan
arXiv preprint arXiv:2106.14080, 2021
Adaptive generation of programming puzzles
A Kalyan, O Polozov, AT Kalai
Prediction of aesthetic elements in Karnatic Music: A machine learning approach
M Ragesh Rajan, A Vijayakumar, D Vijayasenan
Proc. Interspeech 2018, 2042-2046, 2018
Audio segmentation using a priori information in the context of Karnatic Music
VA Kalyan, S Sankaranarayanan, SS David
2015 IEEE International Conference on Signal Processing, Informatics …, 2015
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning
P Lu, L Qiu, KW Chang, YN Wu, SC Zhu, T Rajpurohit, P Clark, A Kalyan
arXiv preprint arXiv:2209.14610, 2022
Neural-guided deductive search for program synthesis
O Polozov, S Gulwani, P Jain, AK Vijayakumar, A Mohta
US Patent 11,132,180, 2021
Bridging Worlds in Reinforcement Learning with Model-Advantage
N Modhe, HK Kamath, D Batra, A Kalyan
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