Jonas Wulff

According to our database, Jonas Wulff authored at least 26 papers between 2009 and 2023.

Collaborative distances:

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

2023

Do We Still Need Clinical Language Models?

Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair E. W. Johnson, Emily Alsentzer

Proceedings of the Conference on Health, Inference, and Learning, 2023

2022

Procedural Image Programs for Representation Learning.

Manel Baradad, Chun-Fu Richard Chen, Jonas Wulff, Tongzhou Wang, Rogério Feris, Antonio Torralba, Phillip Isola

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Learning to See by Looking at Noise.

Manel Baradad Jurjo, Jonas Wulff, Tongzhou Wang, Phillip Isola, Antonio Torralba

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Using latent space regression to analyze and leverage compositionality in GANs.

Lucy Chai, Jonas Wulff, Phillip Isola

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Improving Inversion and Generation Diversity in StyleGAN using a Gaussianized Latent Space.

Jonas Wulff, Antonio Torralba

CoRR, 2020

2019

Semantic photo manipulation with a generative image prior.

David Bau, Hendrik Strobelt, William S. Peebles, Jonas Wulff, Bolei Zhou, Jun-Yan Zhu, Antonio Torralba

ACM Trans. Graph., 2019

Seeing What a GAN Cannot Generate.

David Bau, Jun-Yan Zhu, Jonas Wulff, William S. Peebles, Bolei Zhou, Hendrik Strobelt, Antonio Torralba

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation.

Anurag Ranjan, Varun Jampani, Lukas Balles, Kihwan Kim, Deqing Sun, Jonas Wulff, Michael J. Black

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Adversarial Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation.

Anurag Ranjan, Varun Jampani, Kihwan Kim, Deqing Sun, Jonas Wulff, Michael J. Black

CoRR, 2018

"What Is Optical Flow For?": Workshop Results and Summary.

Fatma Güney, Laura Sevilla-Lara, Deqing Sun, Jonas Wulff

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Temporal Interpolation as an Unsupervised Pretraining Task for Optical Flow Estimation.

Jonas Wulff, Michael J. Black

Proceedings of the Pattern Recognition - 40th German Conference, 2018

2017

Model-based Optical Flow: Layers, Learning, and Geometry.

Jonas Wulff

PhD thesis, 2017

Optical Flow in Mostly Rigid Scenes.

Jonas Wulff, Laura Sevilla-Lara, Michael J. Black

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Slow Flow: Exploiting High-Speed Cameras for Accurate and Diverse Optical Flow Reference Data.

Joel Janai, Fatma Güney, Jonas Wulff, Michael J. Black, Andreas Geiger

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2015

Smooth Loops from Unconstrained Video.

Laura Sevilla-Lara, Jonas Wulff, Kalyan Sunkavalli, Eli Shechtman

Comput. Graph. Forum, 2015

Efficient sparse-to-dense optical flow estimation using a learned basis and layers.

Jonas Wulff, Michael J. Black

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Modeling Blurred Video with Layers.

Jonas Wulff, Michael Julian Black

Proceedings of the Computer Vision - ECCV 2014, 2014

2013

A Fully-Connected Layered Model of Foreground and Background Flow.

Deqing Sun, Jonas Wulff, Erik B. Sudderth, Hanspeter Pfister, Michael J. Black

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Lessons and Insights from Creating a Synthetic Optical Flow Benchmark.

Jonas Wulff, Daniel J. Butler, Garrett B. Stanley, Michael J. Black

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

A Naturalistic Open Source Movie for Optical Flow Evaluation.

Daniel J. Butler, Jonas Wulff, Garrett B. Stanley, Michael J. Black

Proceedings of the Computer Vision - ECCV 2012, 2012

2011

Correspondence estimation from non-rigid motion information.

Jonas Wulff, Thomas Lotz, Thomas Stehle, Til Aach, J. Geoffrey Chase

Proceedings of the Medical Imaging 2011: Image Processing, 2011

2010

Modellbasierte Echtzeit-Bewegungsschätzung in der Fluoreszenzendoskopie.

Thomas Stehle, Jonas Wulff, Alexander Behrens, Sebastian Gross, Til Aach

Proceedings of the Bildverarbeitung für die Medizin 2010 - Algorithmen - Systeme, 2010

2009

Classification of colon polyps in NBI endoscopy using vascularization features.

Thomas Stehle, Roland Auer, Sebastian Gross, Alexander Behrens, Jonas Wulff, Til Aach, Ron Winograd, Christian Trautwein, Jens J. W. Tischendorf

Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

Denoising Fluorescence Endoscopy - a Motion Compensated Temporal Recursive Video Filter with an Optimal Minimum Mean Square Error Parameterization.

Thomas Stehle, Jonas Wulff, Alexander Behrens, Sebastian Gross, Til Aach

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Dynamic Distortion Correction for Endoscopy Systems with Exchangeable Optics.

Thomas Stehle, Michael Hennes, Sebastian Gross, Alexander Behrens, Jonas Wulff, Til Aach

Proceedings of the Bildverarbeitung für die Medizin 2009: Algorithmen - Systeme, 2009

Polyp Segmentation in NBI Colonoscopy.

Sebastian Gross, Manuel Kennel, Thomas Stehle, Jonas Wulff, Jens J. W. Tischendorf, Christian Trautwein, Til Aach

Proceedings of the Bildverarbeitung für die Medizin 2009: Algorithmen - Systeme, 2009