Radek Mackowiak

According to our database, Radek Mackowiak authored at least 12 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Towards Multimodal Depth Estimation from Light Fields.

Titus Leistner, Radek Mackowiak, Lynton Ardizzone, Ullrich Köthe, Carsten Rother

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Generative Classifiers as a Basis for Trustworthy Image Classification.

Radek Mackowiak, Lynton Ardizzone, Ullrich Köthe, Carsten Rother

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Generative Classifiers as a Basis for Trustworthy Computer Vision.

Radek Mackowiak, Lynton Ardizzone, Ullrich Köthe, Carsten Rother

CoRR, 2020

Exact Information Bottleneck with Invertible Neural Networks: Getting the Best of Discriminative and Generative Modeling.

Lynton Ardizzone, Radek Mackowiak, Ullrich Köthe, Carsten Rother

CoRR, 2020

Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification.

Lynton Ardizzone, Radek Mackowiak, Carsten Rother, Ullrich Köthe

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Learning to Think Outside the Box: Wide-Baseline Light Field Depth Estimation with EPI-Shift.

Titus Leistner, Hendrik Schilling, Radek Mackowiak, Stefan Gumhold, Carsten Rother

Proceedings of the 2019 International Conference on 3D Vision, 2019

2018

Learning to Forecast Pedestrian Intention from Pose Dynamics.

Omair Ghori, Radek Mackowiak, Miguel Ángel Bautista, Niklas Beuter, Lucas Drumond, Ferran Diego, Björn Ommer

Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation.

Radek Mackowiak, Philip Lenz, Omair Ghori, Ferran Diego, Oliver Lange, Carsten Rother

Proceedings of the British Machine Vision Conference 2018, 2018

2016

Navigating a Graph of Scenes for Exploring Large Video Collections.

Kai Uwe Barthel, Nico Hezel, Radek Mackowiak

Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

2015

ImageMap - Visually Browsing Millions of Images.

Kai Uwe Barthel, Nico Hezel, Radek Mackowiak

Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Graph-Based Browsing for Large Video Collections.

Kai Uwe Barthel, Nico Hezel, Radek Mackowiak

Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Reconstructing Missing Areas in Facial Images.

Christoph Jansen, Radek Mackowiak, Nico Hezel, Moritz Ufer, Gregor Altstadt, Kai Uwe Barthel

Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015