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Sharon Zhou
Sharon Zhou
Verified email at cs.stanford.edu - Homepage
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Cited by
Year
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
arXiv preprint arXiv:2206.04615, 2022
6932022
The AI index 2021 annual report
D Zhang, S Mishra, E Brynjolfsson, J Etchemendy, D Ganguli, B Grosz, ...
arXiv preprint arXiv:2103.06312, 2021
4902021
HYPE: A Benchmark for Human eYe Perceptual Evaluation of Generative Models
S Zhou, M Gordon, R Krishna, A Narcomey, FF Li, MS Bernstein
Advances in Neural information Processing Systems (NeurIPS), 3444-3456, 2019
1322019
Countdown Regression: Sharp and Calibrated Survival Predictions
A Avati, T Duan, S Zhou, K Jung, NH Shah, A Ng
Proceedings of the 35th UAI Conference on Uncertainty in Artificial Intelligence, 2019
612019
In Search of the Dream Team: Temporally Constrained Multi-Armed Bandits for Identifying Effective Team Structures
S Zhou, M Valentine, MS Bernstein
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems …, 2018
522018
Forestnet: Classifying drivers of deforestation in indonesia using deep learning on satellite imagery
J Irvin, H Sheng, N Ramachandran, S Johnson-Yu, S Zhou, K Story, ...
arXiv preprint arXiv:2011.05479, 2020
472020
Gap-filling eddy covariance methane fluxes: Comparison of machine learning model predictions and uncertainties at FLUXNET-CH4 wetlands
J Irvin, S Zhou, G McNicol, F Lu, V Liu, E Fluet-Chouinard, Z Ouyang, ...
Agricultural and Forest Meteorology 308, 108528, 2021
452021
Boomerang: Rebounding the consequences of reputation feedback on crowdsourcing platforms
SNS Gaikwad, D Morina, A Ginzberg, C Mullings, S Goyal, D Gamage, ...
Proceedings of the 29th UIST Annual Symposium on User Interface Software and …, 2016
432016
CheXphoto: 10,000+ photos and transformations of chest X-rays for benchmarking deep learning robustness
NA Phillips, P Rajpurkar, M Sabini, R Krishnan, S Zhou, A Pareek, ...
Machine Learning for Health, 318-327, 2020
272020
Evaluating the Disentanglement of Deep Generative Models through Manifold Topology
S Zhou, E Zelikman, F Lu, AY Ng, G Carlsson, S Ermon
ICLR 2021, 2020
222020
Deep learning assistance for the histopathologic diagnosis of Helicobacter pylori
S Zhou, H Marklund, O Blaha, M Desai, B Martin, D Bingham, GJ Berry, ...
Intelligence-Based Medicine 1, 100004, 2020
212020
Short-term solar irradiance forecasting using calibrated probabilistic models
E Zelikman, S Zhou, J Irvin, C Raterink, H Sheng, A Avati, J Kelly, ...
arXiv preprint arXiv:2010.04715, 2020
192020
DeepWind: Weakly Supervised Localization of Wind Turbines in Satellite Imagery
S Zhou, J Irvin, Z Wang, E Zhang, J Aljubran, W Deadrick, R Rajagopal, ...
Neural information Processing Systems (NeurIPS) Workshop on Tackling Climate …, 2019
192019
The daemo crowdsourcing marketplace
SNS Gaikwad, ME Whiting, D Gamage, CA Mullings, D Majeti, S Goyal, ...
Companion of the 2017 ACM conference on computer supported cooperative work …, 2017
192017
Data augmentation with Mobius transformations
S Zhou, J Zhang, H Jiang, T Lundh, AY Ng
https://iopscience.iop.org/article/10.1088/2632-2153/abd615, 2020
182020
Ingenium: Engaging Novice Students with Latin Grammar
S Zhou, IJ Livingston, M Schiefsky, SM Shieber, KZ Gajos
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems …, 2016
162016
CRUDE: calibrating regression uncertainty distributions empirically
E Zelikman, C Healy, S Zhou, A Avati
arXiv preprint arXiv:2005.12496, 2020
142020
Prototype tasks: improving crowdsourcing results through rapid, iterative task design
S Gaikwad, N Chhibber, V Sehgal, A Ballav, C Mullings, A Nasser, ...
HCOMP 2017, 2017
82017
Approximating Human Judgment of Generated Image Quality
YA Kolchinski, S Zhou, S Zhao, M Gordon, S Ermon
Neural information Processing Systems (NeurIPS) Workshop on Shared Visual …, 2019
62019
Establishing an Evaluation Metric to Quantify Climate Change Image Realism
S Zhou, A Luccioni, G Cosne, MS Bernstein, Y Bengio
IOP Journal of Machine Learning; Neural information Processing Systems …, 2019
62019
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