Steven Reich

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 13

Top Topics

Face Identification

Synaptic Plasticity

Feature Representations

Top Venues

J. Comput. Neurosci.

Publications

Valeriia Cherepanova, Steven Reich, Samuel Dooley, Hossein Souri, John P. Dickerson, Micah Goldblum, Tom Goldstein
A Deep Dive into Dataset Imbalance and Bias in Face Identification. AIES (2023)
Liam H. Fowl, Jonas Geiping, Steven Reich, Yuxin Wen, Wojciech Czaja, Micah Goldblum, Tom Goldstein
Decepticons: Corrupted Transformers Breach Privacy in Federated Learning for Language Models. ICLR (2023)
Amin Ghiasi, Hamid Kazemi, Steven Reich, Chen Zhu, Micah Goldblum, Tom Goldstein
Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations. CoRR (2022)
Amin Ghiasi, Hamid Kazemi, Eitan Borgnia, Steven Reich, Manli Shu, Micah Goldblum, Andrew Gordon Wilson, Tom Goldstein
What do Vision Transformers Learn? A Visual Exploration. CoRR (2022)
Liam Fowl, Jonas Geiping, Steven Reich, Yuxin Wen, Wojtek Czaja, Micah Goldblum, Tom Goldstein
Decepticons: Corrupted Transformers Breach Privacy in Federated Learning for Language Models. CoRR (2022)
Amin Ghiasi, Hamid Kazemi, Steven Reich, Chen Zhu, Micah Goldblum, Tom Goldstein
Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations. ICML (2022)
Valeriia Cherepanova, Steven Reich, Samuel Dooley, Hossein Souri, Micah Goldblum, Tom Goldstein
A Deep Dive into Dataset Imbalance and Bias in Face Identification. CoRR (2022)
Micah Goldblum, Steven Reich, Liam Fowl, Renkun Ni, Valeriia Cherepanova, Tom Goldstein
Unraveling Meta-Learning: Understanding Feature Representations for Few-Shot Tasks. ICML (2020)
Steven Reich, David Mueller, Nicholas Andrews
Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast - Choose Three. CoRR (2020)
Steven Reich, David Mueller, Nicholas Andrews
Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast - Choose Three. EMNLP (1) (2020)
Micah Goldblum, Steven Reich, Liam Fowl, Renkun Ni, Valeriia Cherepanova, Tom Goldstein
Unraveling Meta-Learning: Understanding Feature Representations for Few-Shot Tasks. CoRR (2020)
Ping-Yeh Chiang, Jonas Geiping, Micah Goldblum, Tom Goldstein, Renkun Ni, Steven Reich, Ali Shafahi
Witchcraft: Efficient PGD Attacks with Random Step Size. ICASSP (2020)
Ping-Yeh Chiang, Jonas Geiping, Micah Goldblum, Tom Goldstein, Renkun Ni, Steven Reich, Ali Shafahi
WITCHcraft: Efficient PGD attacks with random step size. CoRR (2019)
Steven Reich, Robert Rosenbaum
The impact of short term synaptic depression and stochastic vesicle dynamics on neuronal variability. J. Comput. Neurosci. 35 (1) (2013)