Thomas Brox

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 216

Top Venues

Saarland University (PHD)

Education History

Saarland University

PHD

Publications

Simon Schrodi, David T. Hoffmann, Max Argus, Volker Fischer, Thomas Brox
Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Representation Learning. CoRR (2024)
Baohe Zhang, Yuan Zhang, Lilli Frison, Thomas Brox, Joschka Bödecker
Constrained Reinforcement Learning with Smoothed Log Barrier Function. CoRR (2024)
Max Argus, Abhijeet Nayak, Martin Büchner, Silvio Galesso, Abhinav Valada, Thomas Brox
Compositional Servoing by Recombining Demonstrations. ICRA (2024)
Maximilian Luz, Rohit Mohan, Ahmed Rida Sekkat, Oliver Sawade, Elmar Matthes, Thomas Brox, Abhinav Valada
Amodal Optical Flow. ICRA (2024)
Nick Heppert, Max Argus, Tim Welschehold, Thomas Brox, Abhinav Valada
DITTO: Demonstration Imitation by Trajectory Transformation. CoRR (2024)
Aditya Bhatt, Daniel Palenicek, Boris Belousov, Max Argus, Artemij Amiranashvili, Thomas Brox, Jan Peters
CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity. ICLR (2024)
Simon Ging, María Alejandra Bravo, Thomas Brox
Open-ended VQA benchmarking of Vision-Language models by exploiting Classification datasets and their semantic hierarchy. ICLR (2024)
Simon Ging, María Alejandra Bravo, Thomas Brox
Open-ended VQA benchmarking of Vision-Language models by exploiting Classification datasets and their semantic hierarchy. CoRR (2024)
Silvio Galesso, Philipp Schröppel, Hssan Driss, Thomas Brox
Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond. CoRR (2024)
Riccardo Grazzi, Julien Siems, Simon Schrodi, Thomas Brox, Frank Hutter
Is Mamba Capable of In-Context Learning? CoRR (2024)
Simon Schrodi, Julian Schur, Max Argus, Thomas Brox
Concept Bottleneck Models Without Predefined Concepts. CoRR (2024)
Silvio Galesso, Max Argus, Thomas Brox
Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection. ICCV (Workshops) (2023)
Maximilian Seitzer, Max Horn, Andrii Zadaianchuk, Dominik Zietlow, Tianjun Xiao, Carl-Johann Simon-Gabriel, Tong He, Zheng Zhang, Bernhard Schölkopf, Thomas Brox, Francesco Locatello
Bridging the Gap to Real-World Object-Centric Learning. ICLR (2023)
Philipp Schröppel, Christopher Wewer, Jan Eric Lenssen, Eddy Ilg, Thomas Brox
Neural Point Cloud Diffusion for Disentangled 3D Shape and Appearance Generation. CoRR (2023)
Ke Fan, Zechen Bai, Tianjun Xiao, Dominik Zietlow, Max Horn, Zixu Zhao, Carl-Johann Simon-Gabriel, Mike Zheng Shou, Francesco Locatello, Bernt Schiele, Thomas Brox, Zheng Zhang, Yanwei Fu, Tong He
Unsupervised Open-Vocabulary Object Localization in Videos. ICCV (2023)
Joshua Niemeijer, Sudhanshu Mittal, Thomas Brox
Synthetic Dataset Acquisition for a Specific Target Domain. ICCV (Workshops) (2023)
Zixu Zhao, Jiaze Wang, Max Horn, Yizhuo Ding, Tong He, Zechen Bai, Dominik Zietlow, Carl-Johann Simon-Gabriel, Bing Shuai, Zhuowen Tu, Thomas Brox, Bernt Schiele, Yanwei Fu, Francesco Locatello, Zheng Zhang, Tianjun Xiao
Object-Centric Multiple Object Tracking. CoRR (2023)
Simon Schrodi, Danny Stoll, Binxin Ru, Rhea Sukthanker, Thomas Brox, Frank Hutter
Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars. NeurIPS (2023)
Maximilian Luz, Rohit Mohan, Ahmed Rida Sekkat, Oliver Sawade, Elmar Matthes, Thomas Brox, Abhinav Valada
Amodal Optical Flow. CoRR (2023)
Andrii Zadaianchuk, Matthäus Kleindessner, Yi Zhu, Francesco Locatello, Thomas Brox
Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations. ICLR (2023)
Sudhanshu Mittal, Joshua Niemeijer, Jörg P. Schäfer, Thomas Brox
Revisiting Deep Active Learning for Semantic Segmentation. CoRR (2023)
Karim Farid, Simon Schrodi, Max Argus, Thomas Brox
Latent Diffusion Counterfactual Explanations. CoRR (2023)
Matthias Tangemann, Steffen Schneider, Julius von Kügelgen, Francesco Locatello, Peter Vincent Gehler, Thomas Brox, Matthias Kümmerer, Matthias Bethge, Bernhard Schölkopf
Unsupervised Object Learning via Common Fate. CLeaR (2023)
Simon Schrodi, Ferdinand Briegel, Max Argus, Andreas Christen, Thomas Brox
Climate-sensitive Urban Planning through Optimization of Tree Placements. CoRR (2023)
Max Argus, Abhijeet Nayak, Martin Büchner, Silvio Galesso, Abhinav Valada, Thomas Brox
Compositional Servoing by Recombining Demonstrations. CoRR (2023)
David T. Hoffmann, Simon Schrodi, Nadine Behrmann, Volker Fischer, Thomas Brox
Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems. CoRR (2023)
Sudhanshu Mittal, Joshua Niemeijer, Jörg P. Schäfer, Thomas Brox
Best Practices in Active Learning for Semantic Segmentation. DAGM (2023)
Arian Mousakhan, Thomas Brox, Jawad Tayyub
Anomaly Detection with Conditioned Denoising Diffusion Models. CoRR (2023)
Zixu Zhao, Jiaze Wang, Max Horn, Yizhuo Ding, Tong He, Zechen Bai, Dominik Zietlow, Carl-Johann Simon-Gabriel, Bing Shuai, Zhuowen Tu, Thomas Brox, Bernt Schiele, Yanwei Fu, Francesco Locatello, Zheng Zhang, Tianjun Xiao
Object-Centric Multiple Object Tracking. ICCV (2023)
Ke Fan, Zechen Bai, Tianjun Xiao, Dominik Zietlow, Max Horn, Zixu Zhao, Carl-Johann Simon-Gabriel, Mike Zheng Shou, Francesco Locatello, Bernt Schiele, Thomas Brox, Zheng Zhang, Yanwei Fu, Tong He
Unsupervised Open-Vocabulary Object Localization in Videos. CoRR (2023)
Rohit Mohan, Thomas Elsken, Arber Zela, Jan Hendrik Metzen, Benedikt Staffler, Thomas Brox, Abhinav Valada, Frank Hutter
Neural Architecture Search for Dense Prediction Tasks in Computer Vision. Int. J. Comput. Vis. 131 (7) (2023)
María Alejandra Bravo, Sudhanshu Mittal, Simon Ging, Thomas Brox
Open-vocabulary Attribute Detection. CVPR (2023)
Florian Wenzel, Andrea Dittadi, Peter V. Gehler, Carl-Johann Simon-Gabriel, Max Horn, Dominik Zietlow, David Kernert, Chris Russell, Thomas Brox, Bernt Schiele, Bernhard Schölkopf, Francesco Locatello
Assaying Out-Of-Distribution Generalization in Transfer Learning. NeurIPS (2022)
Yash Sharma, Yi Zhu, Chris Russell, Thomas Brox
Pixel-level Correspondence for Self-Supervised Learning from Video. CoRR (2022)
Silvio Galesso, María Alejandra Bravo, Mehdi Naouar, Thomas Brox
Probing Contextual Diversity for Dense Out-of-Distribution Detection. ECCV Workshops (5) (2022)
Sergio Izquierdo, Max Argus, Thomas Brox
Conditional Visual Servoing for Multi-Step Tasks. IROS (2022)
Simon Schrodi, Tonmoy Saikia, Thomas Brox
Towards Understanding Adversarial Robustness of Optical Flow Networks. CVPR (2022)
Lukás Hermann, Max Argus, Adrian Röfer, Abhinav Valada, Thomas Brox, Wolfram Burgard
RobotIO: A Python Library for Robot Manipulation Experiments. CoRR (2022)
Philipp Schröppel, Jan Bechtold, Artemij Amiranashvili, Thomas Brox
A Benchmark and a Baseline for Robust Multi-view Depth Estimation. 3DV (2022)
Sergio Izquierdo, Max Argus, Thomas Brox
Conditional Visual Servoing for Multi-Step Tasks. CoRR (2022)
Florian Wenzel, Andrea Dittadi, Peter Vincent Gehler, Carl-Johann Simon-Gabriel, Max Horn, Dominik Zietlow, David Kernert, Chris Russell, Thomas Brox, Bernt Schiele, Bernhard Schölkopf, Francesco Locatello
Assaying Out-Of-Distribution Generalization in Transfer Learning. CoRR (2022)
Silvio Galesso, Max Argus, Thomas Brox
Far Away in the Deep Space: Nearest-Neighbor-Based Dense Out-of-Distribution Detection. CoRR (2022)
David T. Hoffmann, Nadine Behrmann, Juergen Gall, Thomas Brox, Mehdi Noroozi
Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives. AAAI (2022)
Karsten Roth, Latha Pemula, Joaquin Zepeda, Bernhard Schölkopf, Thomas Brox, Peter V. Gehler
Towards Total Recall in Industrial Anomaly Detection. CVPR (2022)
Maximilian Seitzer, Max Horn, Andrii Zadaianchuk, Dominik Zietlow, Tianjun Xiao, Carl-Johann Simon-Gabriel, Tong He, Zheng Zhang, Bernhard Schölkopf, Thomas Brox, Francesco Locatello
Bridging the Gap to Real-World Object-Centric Learning. CoRR (2022)
María Alejandra Bravo, Sudhanshu Mittal, Simon Ging, Thomas Brox
Open-vocabulary Attribute Detection. CoRR (2022)
Simon Schrodi, Danny Stoll, Binxin Ru, Rhea Sukthanker, Thomas Brox, Frank Hutter
Towards Discovering Neural Architectures from Scratch. CoRR (2022)
Andrii Zadaianchuk, Matthäus Kleindessner, Yi Zhu, Francesco Locatello, Thomas Brox
Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations. CoRR (2022)
Thomas Elsken, Arber Zela, Jan Hendrik Metzen, Benedikt Staffler, Thomas Brox, Abhinav Valada, Frank Hutter
Neural Architecture Search for Dense Prediction Tasks in Computer Vision. CoRR (2022)
María Alejandra Bravo, Sudhanshu Mittal, Thomas Brox
Localized Vision-Language Matching for Open-vocabulary Object Detection. GCPR (2022)
Leonhard Sommer, Philipp Schröppel, Thomas Brox
SF2SE3: Clustering Scene Flow into SE(3)-Motions via Proposal and Selection. GCPR (2022)
María Alejandra Bravo, Sudhanshu Mittal, Thomas Brox
Localized Vision-Language Matching for Open-vocabulary Object Detection. CoRR (2022)
Osama Makansi, Julius von Kügelgen, Francesco Locatello, Peter Vincent Gehler, Dominik Janzing, Thomas Brox, Bernhard Schölkopf
You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction. ICLR (2022)
Philipp Schröppel, Jan Bechtold, Artemij Amiranashvili, Thomas Brox
A Benchmark and a Baseline for Robust Multi-view Depth Estimation. CoRR (2022)
David T. Hoffmann, Nadine Behrmann, Juergen Gall, Thomas Brox, Mehdi Noroozi
Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives. CoRR (2022)
Leonhard Sommer, Philipp Schröppel, Thomas Brox
SF2SE3: Clustering Scene Flow into SE(3)-Motions via Proposal and Selection. CoRR (2022)
Silvio Galesso, María Alejandra Bravo, Mehdi Naouar, Thomas Brox
Probing Contextual Diversity for Dense Out-of-Distribution Detection. CoRR (2022)
Christian Zimmermann, Max Argus, Thomas Brox
Contrastive Representation Learning for Hand Shape Estimation. CoRR (2021)
Juan León Alcázar, María Alejandra Bravo, Guillaume Jeanneret, Ali K. Thabet, Thomas Brox, Pablo Arbeláez, Bernard Ghanem
MAIN: Multi-Attention Instance Network for video segmentation. Comput. Vis. Image Underst. 210 (2021)
Artemij Amiranashvili, Max Argus, Lukás Hermann, Wolfram Burgard, Thomas Brox
Pre-training of Deep RL Agents for Improved Learning under Domain Randomization. CoRR (2021)
Sudhanshu Mittal, Maxim Tatarchenko, Thomas Brox
Semi-Supervised Semantic Segmentation With High- and Low-Level Consistency. IEEE Trans. Pattern Anal. Mach. Intell. 43 (4) (2021)
Sudhanshu Mittal, Silvio Galesso, Thomas Brox
Essentials for Class Incremental Learning. CoRR (2021)
Jan Bechtold, Maxim Tatarchenko, Volker Fischer, Thomas Brox
Fostering Generalization in Single-View 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors. CVPR (2021)
Karsten Roth, Latha Pemula, Joaquin Zepeda, Bernhard Schölkopf, Thomas Brox, Peter V. Gehler
Towards Total Recall in Industrial Anomaly Detection. CoRR (2021)
Osama Makansi, Özgün Çiçek, Yassine Marrakchi, Thomas Brox
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors. ICCV (2021)
Tonmoy Saikia, Cordelia Schmid, Thomas Brox
Improving robustness against common corruptions with frequency biased models. CoRR (2021)
Chaithanya Kumar Mummadi, Robin Hutmacher, Kilian Rambach, Evgeny Levinkov, Thomas Brox, Jan Hendrik Metzen
Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation. CoRR (2021)
Sudhanshu Mittal, Silvio Galesso, Thomas Brox
Essentials for Class Incremental Learning. CVPR Workshops (2021)
Mohammadreza Zolfaghari, Yi Zhu, Peter V. Gehler, Thomas Brox
CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations. CoRR (2021)
Ashwin Raaghav Narayanan, Arber Zela, Tonmoy Saikia, Thomas Brox, Frank Hutter
Multi-headed Neural Ensemble Search. CoRR (2021)
Julia Guerrero-Viu, Sergio Izquierdo, Philipp Schröppel, Thomas Brox
Semi-Supervised Disparity Estimation with Deep Feature Reconstruction. CoRR (2021)
Estibaliz Gómez-de-Mariscal, Hasini Jayatilaka, Özgün Çiçek, Thomas Brox, Denis Wirtz, Arrate Muñoz-Barrutia
Search for temporal cell segmentation robustness in phase-contrast microscopy videos. CoRR (2021)
Andrés Muñoz, Mohammadreza Zolfaghari, Max Argus, Thomas Brox
Temporal Shift GAN for Large Scale Video Generation. WACV (2021)
Christian Zimmermann, Max Argus, Thomas Brox
Contrastive Representation Learning for Hand Shape Estimation. GCPR (2021)
Jan Bechtold, Maxim Tatarchenko, Volker Fischer, Thomas Brox
Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors. CoRR (2021)
Matthias Tangemann, Steffen Schneider, Julius von Kügelgen, Francesco Locatello, Peter V. Gehler, Thomas Brox, Matthias Kümmerer, Matthias Bethge, Bernhard Schölkopf
Unsupervised Object Learning via Common Fate. CoRR (2021)
Osama Makansi, Özgün Çiçek, Yassine Marrakchi, Thomas Brox
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors. CoRR (2021)
Osama Makansi, Julius von Kügelgen, Francesco Locatello, Peter V. Gehler, Dominik Janzing, Thomas Brox, Bernhard Schölkopf
You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction. CoRR (2021)
Yassine Marrakchi, Osama Makansi, Thomas Brox
Fighting Class Imbalance with Contrastive Learning. MICCAI (3) (2021)
Mohammadreza Zolfaghari, Yi Zhu, Peter V. Gehler, Thomas Brox
CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations. ICCV (2021)
Simon Schrodi, Tonmoy Saikia, Thomas Brox
What Causes Optical Flow Networks to be Vulnerable to Physical Adversarial Attacks. CoRR (2021)
Tonmoy Saikia, Cordelia Schmid, Thomas Brox
Improving robustness against common corruptions with frequency biased models. ICCV (2021)
Andong Tan, Duc Tam Nguyen, Maximilian Dax, Matthias Nießner, Thomas Brox
Explicitly Modeled Attention Maps for Image Classification. AAAI (2021)
Lukás Hermann, Max Argus, Andreas Eitel, Artemij Amiranashvili, Wolfram Burgard, Thomas Brox
Adaptive Curriculum Generation from Demonstrations for Sim-to-Real Visuomotor Control. ICRA (2020)
Arber Zela, Thomas Elsken, Tonmoy Saikia, Yassine Marrakchi, Thomas Brox, Frank Hutter
Understanding and Robustifying Differentiable Architecture Search. ICLR (2020)
Gabriel L. Oliveira, Senthil Kumar Yogamani, Wolfram Burgard, Thomas Brox
Beyond Single Stage Encoder-Decoder Networks: Deep Decoders for Semantic Image Segmentation. CoRR (2020)
Huizhong Zhou, Benjamin Ummenhofer, Thomas Brox
DeepTAM: Deep Tracking and Mapping with Convolutional Neural Networks. Int. J. Comput. Vis. 128 (3) (2020)
Thomas Brox, Mario Fritz
Editor's Note. Int. J. Comput. Vis. 128 (4) (2020)
Max Argus, Lukás Hermann, Jon Long, Thomas Brox
FlowControl: Optical Flow Based Visual Servoing. CoRR (2020)
Margret Keuper, Siyu Tang, Bjoern Andres, Thomas Brox, Bernt Schiele
Motion Segmentation & Multiple Object Tracking by Correlation Co-Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 42 (1) (2020)
Andong Tan, Duc Tam Nguyen, Maximilian Dax, Matthias Nießner, Thomas Brox
Explicitly Modeled Attention Maps for Image Classification. CoRR (2020)
Andrés Muñoz, Mohammadreza Zolfaghari, Max Argus, Thomas Brox
Multi-Variate Temporal GAN for Large Scale Video Generation. CoRR (2020)
Artemij Amiranashvili, Nicolai Dorka, Wolfram Burgard, Vladlen Koltun, Thomas Brox
Scaling Imitation Learning in Minecraft. CoRR (2020)
Johannes Meyer, Andreas Eitel, Thomas Brox, Wolfram Burgard
Improving Unimodal Object Recognition with Multimodal Contrastive Learning. IROS (2020)
Tonmoy Saikia, Thomas Brox, Cordelia Schmid
Optimized Generic Feature Learning for Few-shot Classification across Domains. CoRR (2020)
Max Argus, Lukás Hermann, Jon Long, Thomas Brox
FlowControl: Optical Flow Based Visual Servoing. IROS (2020)
Özgün Çiçek, Yassine Marrakchi, Enoch Boasiako Antwi, Barbara Di Ventura, Thomas Brox
Recovering the Imperfect: Cell Segmentation in the Presence of Dynamically Localized Proteins. iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Osama Makansi, Özgün Çiçek, Kevin Buchicchio, Thomas Brox
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View with a Reachability Prior. CoRR (2020)
Anton Böhm, Nikolaus Mayer, Thomas Brox
Diskmask: Focusing Object Features for Accurate Instance Segmentation of Elongated or Overlapping Objects. ISBI (2020)
Simon Ging, Mohammadreza Zolfaghari, Hamed Pirsiavash, Thomas Brox
COOT: Cooperative Hierarchical Transformer for Video-Text Representation Learning. CoRR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Thomas Brox