Micah Goldblum

Jonas Geiping, Micah Goldblum, Tom Goldstein, 2019, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Data Augmentation for Meta-Learning pdf

Micah Goldblum, Tom Goldstein, Amr Sharaf, 2020, ArXiv.

Prepare for the Worst: Generalizing across Domain Shifts with Adversarial Batch Normalization pdf

Micah Goldblum, Tom Goldstein, Manli Shu, 2020, ArXiv.

Preparing for the Worst: Making Networks Less Brittle with Adversarial Batch Normalization

Micah Goldblum, Tom Goldstein, Manli Shu, 2020 .

Sheared multi-scale weight sharing for multi-spectral superresolution

Wojciech Czaja, Micah Goldblum, Liam Fowl, 2019, Defense + Commercial Sensing.

SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training pdf

Micah Goldblum, Tom Goldstein, Avi Schwarzschild, 2021, ArXiv.

Micah Goldblum, Tom Goldstein, Avi Schwarzschild, 2021 .

Adversarial Examples Make Strong Poisons pdf

Jonas Geiping, Micah Goldblum, Liam Fowl, 2021, NeurIPS.

Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch pdf

Micah Goldblum, Liam Fowl, Tom Goldstein, 2021, ArXiv.

Technical Challenges for Training Fair Neural Networks pdf

Micah Goldblum, Tom Goldstein, John P. Dickerson, 2021, ArXiv.

Where do Models go Wrong? Parameter-Space Saliency Maps for Explainability pdf

Micah Goldblum, Tom Goldstein, Manli Shu, 2021, ArXiv.

Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks pdf

Uzi Vishkin, Micah Goldblum, Tom Goldstein, 2021, NeurIPS.

DP-InstaHide: Provably Defusing Poisoning and Backdoor Attacks with Differentially Private Data Augmentations pdf

Jonas Geiping, Micah Goldblum, Liam Fowl, 2021, ArXiv.

Data Augmentation for Meta-Learning

Micah Goldblum, Tom Goldstein, Amr Sharaf, 2020, ICML.

Thinking Deeply with Recurrence: Generalizing from Easy to Hard Sequential Reasoning Problems pdf

Micah Goldblum, Tom Goldstein, Avi Schwarzschild, 2021, ArXiv.

The Intrinsic Dimension of Images and Its Impact on Learning pdf

Micah Goldblum, Tom Goldstein, Chen Zhu, 2021, ICLR.

MetaBalance: High-Performance Neural Networks for Class-Imbalanced Data pdf

Micah Goldblum, Tom Goldstein, Avi Schwarzschild, 2021, ArXiv.

Preventing Unauthorized Use of Proprietary Data: Poisoning for Secure Dataset Release pdf

Jonas Geiping, Micah Goldblum, Liam Fowl, 2021, ArXiv.