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Nikhil Singh
Nikhil Singh
PhD student, MIT Media Lab
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
A neural network solves, explains, and generates university math problems by program synthesis and few-shot learning at human level
I Drori, S Zhang, R Shuttleworth, L Tang, A Lu, E Ke, K Liu, L Chen, S Tran, ...
Proceedings of the National Academy of Sciences 119 (32), e2123433119, 2022
126*2022
Where to hide a stolen elephant: Leaps in creative writing with multimodal machine intelligence
N Singh, G Bernal, D Savchenko, EL Glassman
ACM Transactions on Computer-Human Interaction 30 (5), 1-57, 2022
762022
Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis
N Singh, J Mentch, J Ng, M Beveridge, I Drori
IEEE/CVF International Conference on Computer Vision (ICCV), 286-295, 2021
362021
Solving Probability and Statistics Problems by Probabilistic Program Synthesis at Human Level and Predicting Solvability
L Tang, E Ke, N Singh, B Feng, D Austin, N Verma, I Drori
International Conference on Artificial Intelligence in Education, 612-615, 2022
24*2022
Solving Machine Learning Problems
S Tran, P Krishna, I Pakuwal, P Kafle, N Singh, J Lynch, I Drori
Proceedings of the 13th Asian Conference on Machine Learning (ACML), 2021
112021
Image2Lego: Customized LEGO Set Generation from Images
K Lennon, K Fransen, A O'Brien, Y Cao, M Beveridge, Y Arefeen, N Singh, ...
arXiv preprint arXiv:2108.08477, 2021
72021
Human Detection of Political Speech Deepfakes across Transcripts, Audio, and Video
M Groh*, A Sankaranarayanan*, N Singh, DY Kim, A Lippman, R Picard
arXiv preprint arXiv:2202.12883, 2023
32023
Quantifying and Alleviating Distribution Shifts in Foundation Models on Review Classification
S Chawla, N Singh, I Drori
NeurIPS 2021 Workshop on Distribution Shifts: Connecting Methods and …, 2021
32021
Privileged Zero-Shot AutoML
N Singh, B Kates, J Mentch, A Kharkar, M Udell, I Drori
arXiv preprint arXiv:2106.13743, 2021
32021
Voice at NIME: a Taxonomy of New Interfaces for Vocal Musical Expression
R Kleinberger, N Singh, X Xiao, A van Troyer
NIME 2022, 2022
22022
The Sound Sketchpad: Expressively Combining Large and Diverse Audio Collections
N Singh
26th International Conference on Intelligent User Interfaces (IUI), 297-301, 2021
22021
Learning Methods for Solving Astronomy Course Problems
A Shporer, S Tran, N Singh, B Kates, J Lynch, I Drori
preprint, 2021
22021
SynthAX: A Fast Modular Synthesizer in JAX
M Cherep*, N Singh*
Audio Engineering Society Convention 155, 2023
12023
Looking Similar, Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning
N Singh, CW Wu, I Orife, M Kalayeh
arXiv preprint arXiv:2304.05600, 2023
12023
A Selective Summary of Where to Hide a Stolen Elephant: Leaps in Creative Writing with Multimodal Machine Intelligence
N Singh, G Bernal, D Savchenko, E Glassman
Proceedings of the First Workshop on Intelligent and Interactive Writing …, 2022
12022
FigurA11y: AI Assistance for Writing Scientific Alt Text
N Singh, LL Wang, J Bragg
ACM International Conference on Intelligent User Interfaces (IUI), 2024
2024
Creative Text-to-Audio Generation via Synthesizer Programming
N Singh*, M Cherep*, J Shand
NeurIPS Machine Learning for Audio Workshop, 2023
2023
Investigating the Physiological and Psychological Effect of an Interactive Musical Interface for Stress and Anxiety Reduction
K Lecamwasam, S Gutierrez Arango, N Singh, N Elhaouij, M Addae, ...
Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing …, 2023
2023
Sifting Sound: Interactive Extraction, Exploration, and Expressive Recombination of Large and Heterogeneous Audio Collections
N Singh
Massachusetts Institute of Technology, 2020
2020
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Articles 1–19