Radek Mackowiak

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 15

Top Topics

Generative Model

Image Classification

Top Venues

Publications

Titus Leistner, Radek Mackowiak, Lynton Ardizzone, Ullrich Köthe, Carsten Rother
Towards Multimodal Depth Estimation from Light Fields. CVPR (2022)
Titus Leistner, Radek Mackowiak, Lynton Ardizzone, Ullrich Köthe, Carsten Rother
Towards Multimodal Depth Estimation from Light Fields. CoRR (2022)
Radek Mackowiak, Lynton Ardizzone, Ullrich Köthe, Carsten Rother
Generative Classifiers as a Basis for Trustworthy Image Classification. CVPR (2021)
Radek Mackowiak, Lynton Ardizzone, Ullrich Köthe, Carsten Rother
Generative Classifiers as a Basis for Trustworthy Computer Vision. CoRR (2020)
Lynton Ardizzone, Radek Mackowiak, Ullrich Köthe, Carsten Rother
Exact Information Bottleneck with Invertible Neural Networks: Getting the Best of Discriminative and Generative Modeling. CoRR (2020)
Lynton Ardizzone, Radek Mackowiak, Carsten Rother, Ullrich Köthe
Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification. NeurIPS (2020)
Titus Leistner, Hendrik Schilling, Radek Mackowiak, Stefan Gumhold, Carsten Rother
Learning to Think Outside the Box: Wide-Baseline Light Field Depth Estimation with EPI-Shift. CoRR (2019)
Titus Leistner, Hendrik Schilling, Radek Mackowiak, Stefan Gumhold, Carsten Rother
Learning to Think Outside the Box: Wide-Baseline Light Field Depth Estimation with EPI-Shift. 3DV (2019)
Omair Ghori, Radek Mackowiak, Miguel Ángel Bautista, Niklas Beuter, Lucas Drumond, Ferran Diego, Björn Ommer
Learning to Forecast Pedestrian Intention from Pose Dynamics. Intelligent Vehicles Symposium (2018)
Radek Mackowiak, Philip Lenz, Omair Ghori, Ferran Diego, Oliver Lange, Carsten Rother
CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation. CoRR (2018)
Radek Mackowiak, Philip Lenz, Omair Ghori, Ferran Diego, Oliver Lange, Carsten Rother
CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation. BMVC (2018)
Kai Uwe Barthel, Nico Hezel, Radek Mackowiak
Navigating a Graph of Scenes for Exploring Large Video Collections. MMM (2) (2016)
Kai Uwe Barthel, Nico Hezel, Radek Mackowiak
ImageMap - Visually Browsing Millions of Images. MMM (2) (2015)
Kai Uwe Barthel, Nico Hezel, Radek Mackowiak
Graph-Based Browsing for Large Video Collections. MMM (2) (2015)
Christoph Jansen, Radek Mackowiak, Nico Hezel, Moritz Ufer, Gregor Altstadt, Kai Uwe Barthel
Reconstructing Missing Areas in Facial Images. ISM (2015)