Patrick Wieschollek

Overview
Publications

A PhD student at Empirical Inference Department at Max Planck Institute and University Tübingen with focus on Machine Learning and Massively Parallel Computing with applications in Computer Graphics and Computer Vision. My main area of interests are developing efficient and robust Machine Learning tools for applications in Computer Graphics and Computer Vision.

7 results (View BibTeX file of all listed publications)

2018

Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds)

Groh*, F., Wieschollek*, P., Lensch, H. P. A.

Computer Vision - ACCV 2018 - 14th Asian Conference on Computer Vision, December 2018, *equal contribution (conference) Accepted

[BibTex]

2018

Groh*, F., Wieschollek*, P., Lensch, H. P. A. Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds) Computer Vision - ACCV 2018 - 14th Asian Conference on Computer Vision, December 2018, *equal contribution (conference) Accepted

[BibTex]

Separating Reflection and Transmission Images in the Wild

Wieschollek, P., Gallo, O., Gu, J., Kautz, J.

European Conference on Computer Vision (ECCV), September 2018 (conference)

link (url) [BibTex]

Wieschollek, P., Gallo, O., Gu, J., Kautz, J. Separating Reflection and Transmission Images in the Wild European Conference on Computer Vision (ECCV), September 2018 (conference)

link (url) [BibTex]

Will People Like Your Image? Learning the Aesthetic Space

Schwarz, K., Wieschollek, P., Lensch, H. P. A.

2018 IEEE Winter Conference on Applications of Computer Vision (WACV), pages: 2048-2057, March 2018 (conference)

DOI [BibTex]

Schwarz, K., Wieschollek, P., Lensch, H. P. A. Will People Like Your Image? Learning the Aesthetic Space 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), pages: 2048-2057, March 2018 (conference)

DOI [BibTex]

2017

Learning Robust Video Synchronization without Annotations

Wieschollek, P., Freeman, I., Lensch, H. P. A.

16th IEEE International Conference on Machine Learning and Applications (ICMLA), pages: 92 - 100, (Editors: X. Chen, B. Luo, F. Luo, V. Palade, and M. A. Wani), IEEE, December 2017 (conference)

DOI [BibTex]

2017

Wieschollek, P., Freeman, I., Lensch, H. P. A. Learning Robust Video Synchronization without Annotations 16th IEEE International Conference on Machine Learning and Applications (ICMLA), pages: 92 - 100, (Editors: X. Chen, B. Luo, F. Luo, V. Palade, and M. A. Wani), IEEE, December 2017 (conference)

DOI [BibTex]

End-to-End Learning for Image Burst Deblurring

Wieschollek, P., Schölkopf, B., Lensch, H. P. A., Hirsch, M.

Computer Vision - ACCV 2016 - 13th Asian Conference on Computer Vision, 10114, pages: 35-51, Image Processing, Computer Vision, Pattern Recognition, and Graphics, (Editors: Lai, S.-H., Lepetit, V., Nishino, K., and Sato, Y. ), Springer, November 2017 (conference)

[BibTex]

Wieschollek, P., Schölkopf, B., Lensch, H. P. A., Hirsch, M. End-to-End Learning for Image Burst Deblurring Computer Vision - ACCV 2016 - 13th Asian Conference on Computer Vision, 10114, pages: 35-51, Image Processing, Computer Vision, Pattern Recognition, and Graphics, (Editors: Lai, S.-H., Lepetit, V., Nishino, K., and Sato, Y. ), Springer, November 2017 (conference)

[BibTex]

Learning Blind Motion Deblurring

Wieschollek, P., Hirsch, M., Schölkopf, B., Lensch, H.

Proceedings IEEE International Conference on Computer Vision (ICCV), pages: 231-240, IEEE, Piscataway, NJ, USA, IEEE International Conference on Computer Vision (ICCV), October 2017 (conference)

link (url) [BibTex]

Wieschollek, P., Hirsch, M., Schölkopf, B., Lensch, H. Learning Blind Motion Deblurring Proceedings IEEE International Conference on Computer Vision (ICCV), pages: 231-240, IEEE, Piscataway, NJ, USA, IEEE International Conference on Computer Vision (ICCV), October 2017 (conference)

link (url) [BibTex]

2016

Efficient Large-scale Approximate Nearest Neighbor Search on the GPU

Wieschollek, P., Wang, O., Sorkine-Hornung, A., Lensch, H. P. A.

29th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pages: 2027 - 2035, IEEE, June 2016 (conference)

DOI [BibTex]

2016

Wieschollek, P., Wang, O., Sorkine-Hornung, A., Lensch, H. P. A. Efficient Large-scale Approximate Nearest Neighbor Search on the GPU 29th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pages: 2027 - 2035, IEEE, June 2016 (conference)

DOI [BibTex]