SZ
Sharon Zhou
cs.LGcs.CVstat.MLcs.CLcs.AIcs.HCcs.CYeess.IVstat.APecon.GN
On Valency
published · living versionsW_zdks3phy·v1 · currentpublished
AMDKernelVault: Large-Scale Datasets and Agentic Training for AMD GPU Kernel Optimization
with Ji Liu, Saptarshi Majumder, Yiqing Huang, Wenwen Ouyang +12
1 version
Preprints & journals
16 papers in the corpus · 2017–2026AMDKernelVault: Large-Scale Datasets and Agentic Training for AMD GPU Kernel Optimization2609.12471v1 · Ji Liu, Saptarshi Majumder, Yiqing Huang et al.2026 · 0 citationsarXivon Valency
AgentKernelArena: Generalization-Aware Benchmarking of GPU Kernel Optimization Agents2605.16819v1 · Sharareh Younesian, Wenwen Ouyang, Sina Rafati et al.2026 · 0 citationsarXiv
Banishing LLM Hallucinations Requires Rethinking Generalization2406.17642v2 · Johnny Li, Saksham Consul, Eda Zhou et al.2024 · 10 citationsarXiv
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models2206.04615v3 · Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao et al.2022 · 569 citationsTransactions on Machine Learning Research, May/2022, https://openreview.net/forum?id=uyTL5Bvosj
ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery2011.05479v1 · Jeremy Irvin, Hao Sheng, Neel Ramachandran et al.2020 · 29 citationsarXiv
Short-Term Solar Irradiance Forecasting Using Calibrated Probabilistic Models2010.04715v2 · Eric Zelikman, Sharon Zhou, Jeremy Irvin et al.2020 · 9 citationsarXiv
CheXphoto: 10,000+ Photos and Transformations of Chest X-rays for Benchmarking Deep Learning Robustness2007.06199v2 · Nick A. Phillips, Pranav Rajpurkar, Mark Sabini et al.2020 · 22 citationsarXiv
Evaluating the Disentanglement of Deep Generative Models through Manifold Topology2006.03680v5 · Sharon Zhou, Eric Zelikman, Fred Lu et al.2020 · 10 citationsarXiv
CRUDE: Calibrating Regression Uncertainty Distributions Empirically2005.12496v6 · Eric Zelikman, Christopher Healy, Sharon Zhou et al.2020 · 9 citationsarXiv
Data augmentation with Mobius transformations2002.02917v2 · Sharon Zhou, Jiequan Zhang, Hang Jiang et al.2020 · 25 citationsarXiv
Approximating Human Judgment of Generated Image Quality1912.12121v1 · Y. Alex Kolchinski, Sharon Zhou, Shengjia Zhao et al.2019 · 4 citationsarXiv
Establishing an Evaluation Metric to Quantify Climate Change Image Realism1910.10143v1 · Sharon Zhou, Alexandra Luccioni, Gautier Cosne et al.2019 · 5 citationsarXiv
Boomerang: Rebounding the Consequences of Reputation Feedback on Crowdsourcing Platforms1904.06722v1 · Snehalkumar (Neil) S. Gaikwad, Durim Morina, Adam Ginzberg et al.2019 · 45 citationsProceedings of the 29th Annual Symposium on User Interface Software and Technology, 2016
HYPE: A Benchmark for Human eYe Perceptual Evaluation of Generative Models1904.01121v4 · Sharon Zhou, Mitchell L. Gordon, Ranjay Krishna et al.2019 · 105 citationsarXiv
Countdown Regression: Sharp and Calibrated Survival Predictions1806.08324v2 · Anand Avati, Tony Duan, Sharon Zhou et al.2018 · 23 citationsarXiv
Prototype Tasks: Improving Crowdsourcing Results through Rapid, Iterative Task Design1707.05645v1 · Snehalkumar "Neil" S. Gaikwad, Nalin Chhibber, Vibhor Sehgal et al.2017 · 5 citationsarXiv
Career total: 31 works. 16 are in this corpus.
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