Tobias Uelwer

About Tobias Uelwer

Tobias Uelwer, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Heinrich-Heine-Universität Düsseldorf, specializes in the field of Deep Learning, Inverse Problems, Phase Retrieval, Adversarial Robustness.

His recent articles reflect a diverse array of research interests and contributions to the field:

Smaller world models for reinforcement learning

Limited-Angle Tomography Reconstruction via Deep End-To-End Learning on Synthetic Data

A Survey on Self-Supervised Representation Learning

Transformer-based World Models Are Happy With 100k Interactions

Learning Conditional Generative Models for Phase Retrieval

Comparison of cardiac volumetry using real-time MRI during free-breathing with standard cine MRI during breath-hold in children

Optimizing Intermediate Representations of Generative Models for Phase Retrieval

Deblurring photographs of characters using deep neural networks

Tobias Uelwer Information

University

Position

___

Citations(all)

130

Citations(since 2020)

129

Cited By

18

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Tobias Uelwer Skills & Research Interests

Deep Learning

Inverse Problems

Phase Retrieval

Adversarial Robustness

Top articles of Tobias Uelwer

Smaller world models for reinforcement learning

Neural Processing Letters

2023/12

Tobias Uelwer
Tobias Uelwer

H-Index: 3

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Limited-Angle Tomography Reconstruction via Deep End-To-End Learning on Synthetic Data

arXiv preprint arXiv:2309.06948

2023/9/13

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Tobias Uelwer
Tobias Uelwer

H-Index: 3

A Survey on Self-Supervised Representation Learning

2023/8/22

Transformer-based World Models Are Happy With 100k Interactions

2023/3/13

Tobias Uelwer
Tobias Uelwer

H-Index: 3

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Learning Conditional Generative Models for Phase Retrieval

Journal of Machine Learning Research

2023

Tobias Uelwer
Tobias Uelwer

H-Index: 3

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Comparison of cardiac volumetry using real-time MRI during free-breathing with standard cine MRI during breath-hold in children

Pediatric Radiology

2022/7

Tobias Uelwer
Tobias Uelwer

H-Index: 3

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Optimizing Intermediate Representations of Generative Models for Phase Retrieval

Transactions on Machine Learning Research (TMLR)

2022/5/31

Tobias Uelwer
Tobias Uelwer

H-Index: 3

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Deblurring photographs of characters using deep neural networks

Inverse Problems and Imaging

2022/5/30

Tobias Uelwer
Tobias Uelwer

H-Index: 3

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Evaluating Robust Perceptual Losses for Image Reconstruction

2022

Tobias Uelwer
Tobias Uelwer

H-Index: 3

[Re] Solving Phase Retrieval With a Learned Reference

2022

Tobias Uelwer
Tobias Uelwer

H-Index: 3

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Spirometry‐based reconstruction of real‐time cardiac MRI: Motion control and quantification of heart-lung interactions

Magnetic Resonance in Medicine

2021/7/17

Tobias Uelwer
Tobias Uelwer

H-Index: 3

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Fast Multi-Level Foreground Estimation

2021/1/10

Tobias Uelwer
Tobias Uelwer

H-Index: 3

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Phase Retrieval Using Conditional Generative Adversarial Networks

2021/1/10

Tobias Uelwer
Tobias Uelwer

H-Index: 3

Stefan Harmeling
Stefan Harmeling

H-Index: 26

A Closer Look at Reference Learning for Fourier Phase Retrieval

2021/10/19

Tobias Uelwer
Tobias Uelwer

H-Index: 3

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Learning to Detect Adversarial Examples Based on Class Scores

2021/9/27

Tobias Uelwer
Tobias Uelwer

H-Index: 3

Learning to Plan via a Multi-step Policy Regression Method

2021/9/14

Non-iterative Phase Retrieval with Cascaded Neural Networks

2021/9/14

Tobias Uelwer
Tobias Uelwer

H-Index: 3

Stefan Harmeling
Stefan Harmeling

H-Index: 26

PyMatting: A Python Library for Alpha Matting

Journal of Open Source Software

2020/3/25

Tobias Uelwer
Tobias Uelwer

H-Index: 3

Stefan Harmeling
Stefan Harmeling

H-Index: 26

See List of Professors in Tobias Uelwer University(Heinrich-Heine-Universität Düsseldorf)

Co-Authors

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