Sotabase

Career

· Graduate Student, UC Berkeley Department of Mathematics2024–
· Software Engineer, Meta2022–
· Graduate Student, UC Berkeley2018–2021

Publications (79)

Exploring the Limits of Weakly Supervised Pretraining
European Conference on Computer Vision · 2018
1,435
cited
Snapshot Ensembles: Train 1, get M for free
International Conference on Learning Representations · 2017
1,043
cited
Stacked Generative Adversarial Networks
Computer Vision and Pattern Recognition · 2016
467
cited
Convergent Learning: Do different neural networks learn the same representations?
FE@NIPS · 2015
403
cited
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection
Neural Information Processing Systems · 2022
328
cited
A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges
Trans. Mach. Learn. Res. · 2021
227
cited
ATOM: Robustifying Out-of-Distribution Detection Using Outlier Mining
ECML/PKDD · 2020
168
cited
Uncovering the Small Community Structure in Large Networks: A Local Spectral Approach
The Web Conference · 2015
138
cited
Model Patching: Closing the Subgroup Performance Gap with Data Augmentation
International Conference on Learning Representations · 2020
129
cited
Learning Implicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning
Neural Information Processing Systems · 2020
121
cited
Robust Out-of-distribution Detection for Neural Networks
2020
98
cited
Local Spectral Clustering for Overlapping Community Detection
ACM Transactions on Knowledge Discovery from Data · 2018
86
cited
The Lifecycle and Cascade of WeChat Social Messaging Groups
The Web Conference · 2015
81
cited
Detecting Overlapping Communities from Local Spectral Subspaces
2015 IEEE International Conference on Data Mining · 2015
74
cited
Deep Manifold Traversal: Changing Labels with Convolutional Features
arXiv.org · 2015
67
cited
Afforestation influences soil organic carbon and its fractions associated with aggregates in a karst region of Southwest China.
Science of the Total Environment · 2021
54
cited
THE EFFECT OF FLY ASH ON THE FLUIDITY OF CEMENT PASTE, MORTAR, AND CONCRETE
2004
52
cited
In a World That Counts: Clustering and Detecting Fake Social Engagement at Scale
The Web Conference · 2015
51
cited
SRICOS-EFA Method for Contraction Scour in Fine-Grained Soils
2005
50
cited
SRICOS-EFA method for complex piers in fine-grained soils
2004
47
cited
Sotabase