Thomas Brox

About Thomas Brox

Thomas Brox, With an exceptional h-index of 101 and a recent h-index of 73 (since 2020), a distinguished researcher at Albert-Ludwigs-Universität Freiburg, specializes in the field of Computer Vision, Machine Learning, Artificial Intelligence, Robotics.

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

Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Representation Learning

DITTO: Demonstration Imitation by Trajectory Transformation

Constrained Reinforcement Learning with Smoothed Log Barrier Function

Construction of hierarchical neural architecture search spaces based on context-free grammars

Open-ended VQA benchmarking of Vision-Language models by exploiting Classification datasets and their semantic hierarchy

Is Mamba Capable of In-Context Learning?

Neural Point Cloud Diffusion for Disentangled 3D Shape and Appearance Generation

Amodal Optical Flow

Thomas Brox Information

University

Position

Professor at the and Amazon Scholar

Citations(all)

143405

Citations(since 2020)

117686

Cited By

64509

hIndex(all)

101

hIndex(since 2020)

73

i10Index(all)

218

i10Index(since 2020)

171

Email

University Profile Page

Google Scholar

Thomas Brox Skills & Research Interests

Computer Vision

Machine Learning

Artificial Intelligence

Robotics

Top articles of Thomas Brox

Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Representation Learning

arXiv preprint arXiv:2404.07983

2024/4/11

DITTO: Demonstration Imitation by Trajectory Transformation

arXiv preprint arXiv:2403.15203

2024/3/22

Constrained Reinforcement Learning with Smoothed Log Barrier Function

arXiv preprint arXiv:2403.14508

2024/3/21

Construction of hierarchical neural architecture search spaces based on context-free grammars

Advances in Neural Information Processing Systems

2024/2/13

Open-ended VQA benchmarking of Vision-Language models by exploiting Classification datasets and their semantic hierarchy

arXiv preprint arXiv:2402.07270

2024/2/11

Thomas Brox
Thomas Brox

H-Index: 71

Is Mamba Capable of In-Context Learning?

arXiv preprint arXiv:2402.03170

2024/2/5

Neural Point Cloud Diffusion for Disentangled 3D Shape and Appearance Generation

arXiv preprint arXiv:2312.14124

2023/12/21

Jan Eric Lenssen
Jan Eric Lenssen

H-Index: 8

Thomas Brox
Thomas Brox

H-Index: 71

Amodal Optical Flow

arXiv preprint arXiv:2311.07761

2023/11/13

Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems

arXiv preprint arXiv:2310.12956

2023/10/19

Simon Schrodi
Simon Schrodi

H-Index: 0

Thomas Brox
Thomas Brox

H-Index: 71

Latent Diffusion Counterfactual Explanations

2023/10/13

Climate-sensitive Urban Planning through Optimization of Tree Placements

arXiv preprint arXiv:2310.05691

2023/10/9

Compositional Servoing by Recombining Demonstrations

arXiv preprint arXiv:2310.04271

2023/10/6

Best practices in active learning for semantic segmentation

German Conference on Pattern Recognition (GCPR)

2023

Sudhanshu Mittal
Sudhanshu Mittal

H-Index: 4

Thomas Brox
Thomas Brox

H-Index: 71

Unsupervised anomaly detection for industrial manufacturing using multiple perspectives of free falling parts

2023/8/11

Thomas Brox
Thomas Brox

H-Index: 71

Neural architecture search for dense prediction tasks in computer vision

International Journal of Computer Vision

2023/7

State-of-the-art deep learning anomaly detection method for analyzing electroluminescence images of solar cells

AIP Conference Proceedings

2023/6/27

Thomas Brox
Thomas Brox

H-Index: 71

DropletAI: Deep Learning-Based Classification of Fluids with Different Ohnesorge Numbers during Non-Contact Dispensing

Fluids

2023/6/17

Anomaly detection with conditioned denoising diffusion models

arXiv preprint arXiv:2305.15956

2023/5/25

Thomas Brox
Thomas Brox

H-Index: 71

Requirements for mammalian promoters to decode transcription factor dynamics

Nucleic Acids Research

2023/5/22

Computer-implemented method for multimodal egocentric future prediction

2023/5/18

See List of Professors in Thomas Brox University(Albert-Ludwigs-Universität Freiburg)

Co-Authors

academic-engine