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 | 137* | 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 | 84 | 2022 |
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 | 37 | 2021 |
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 | 11 | 2021 |
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 | 7 | 2021 |
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 | 4 | 2023 |
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 | 4 | 2021 |
Voice at NIME: a Taxonomy of New Interfaces for Vocal Musical Expression R Kleinberger, N Singh, X Xiao, A van Troyer NIME 2022, 2022 | 3 | 2022 |
Privileged Zero-Shot AutoML N Singh, B Kates, J Mentch, A Kharkar, M Udell, I Drori arXiv preprint arXiv:2106.13743, 2021 | 3 | 2021 |
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 | 2 | 2023 |
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 | 2 | 2022 |
The Sound Sketchpad: Expressively Combining Large and Diverse Audio Collections N Singh 26th International Conference on Intelligent User Interfaces (IUI), 297-301, 2021 | 2 | 2021 |
Learning Methods for Solving Astronomy Course Problems A Shporer, S Tran, N Singh, B Kates, J Lynch, I Drori preprint, 2021 | 2 | 2021 |
SynthAX: A Fast Modular Synthesizer in JAX M Cherep*, N Singh* Audio Engineering Society Convention 155, 2023 | 1 | 2023 |
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 | 1 | 2023 |
FigurA11y: AI Assistance for Writing Scientific Alt Text N Singh, LL Wang, J Bragg Proceedings of the 29th International Conference on Intelligent User …, 2024 | | 2024 |
Ellie Talks About the Weather: Toward Evaluating the Expressive and Enrichment Potential of a Tablet-Based Speech Board in a Single Goffin’s Cockatoo J Cunha, C Renguette, N Singh, M McMahon, H Jin, L Stella, ... | | 2024 |
Creative Text-to-Audio Generation via Synthesizer Programming N Singh*, M Cherep*, J Shand NeurIPS Machine Learning for Audio Workshop, 2023 | | 2023 |
Sifting Sound: Interactive Extraction, Exploration, and Expressive Recombination of Large and Heterogeneous Audio Collections N Singh Massachusetts Institute of Technology, 2020 | | 2020 |