Timo Bremer

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 10

Top Topics

Convolutional Neural Networks

Inverse Problems

Emission Tomography

Sample Selection

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

Zhimin Li, Shusen Liu, Bhavya Kailkhura, Timo Bremer, Valerio Pascucci
Instance-wise Linearization of Neural Network for Model Interpretation. CoRR (2023)
Sara Fridovich-Keil, Brian R. Bartoldson, James Diffenderfer, Bhavya Kailkhura, Timo Bremer
Models Out of Line: A Fourier Lens on Distribution Shift Robustness. NeurIPS (2022)
Jayaraman J. Thiagarajan, Rushil Anirudh, Vivek Sivaraman Narayanaswamy, Timo Bremer
Single Model Uncertainty Estimation via Stochastic Data Centering. NeurIPS (2022)
Bhavya Kailkhura, Jayaraman J. Thiagarajan, Qunwei Li, Jize Zhang, Yi Zhou, Timo Bremer
A Statistical Mechanics Framework for Task-Agnostic Sample Design in Machine Learning. NeurIPS (2020)
Rushil Anirudh, Jayaraman J. Thiagarajan, Bhavya Kailkhura, Timo Bremer
MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking. CoRR (2019)
Rushil Anirudh, Jayaraman J. Thiagarajan, Bhavya Kailkhura, Timo Bremer
An Unsupervised Approach to Solving Inverse Problems using Generative Adversarial Networks. CoRR (2018)
Rushil Anirudh, Jayaraman J. Thiagarajan, Bhavya Kailkhura, Timo Bremer
MimicGAN: Corruption-Mimicking for Blind Image Recovery & Adversarial Defense. CoRR (2018)
Rushil Anirudh, Hyojin Kim, Jayaraman J. Thiagarajan, K. Aditya Mohan, Kyle Champley, Timo Bremer
Lose the Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion. CVPR (2018)
Rushil Anirudh, Jayaraman J. Thiagarajan, Rahul Sridhar, Timo Bremer
Influential Sample Selection: A Graph Signal Processing Approach. CoRR (2017)
Rushil Anirudh, Jayaraman J. Thiagarajan, Timo Bremer, Hyojin Kim
Lung nodule detection using 3D convolutional neural networks trained on weakly labeled data. Medical Imaging: Computer-Aided Diagnosis (2016)