publications

2021

1. ICLR

   You Only Need Adversarial Supervision for Semantic Image Synthesis

   Schönfeld, Edgar, Sushko, Vadim, Zhang, Dan, Gall, Juergen, Schiele, Bernt, and Khoreva, Anna

   In International Conference on Learning Representations 2021

   Bib PDF Code

   @inproceedings{schonfeld2020you,
     title = {You Only Need Adversarial Supervision for Semantic Image Synthesis},
     author = {Sch{\"o}nfeld, Edgar and Sushko, Vadim and Zhang, Dan and Gall, Juergen and Schiele, Bernt and Khoreva, Anna},
     booktitle = {International Conference on Learning Representations},
     year = {2021},
     selected = {true},
     abbr = {ICLR},
     bibtex_show = {true},
     pdf = {https://openreview.net/pdf?id=yvQKLaqNE6M},
     code = {https://github.com/boschresearch/OASIS}
   }

2020

1. CVPR

   A U-Net Based Discriminator for Generative Adversarial Networks

   Schönfeld, Edgar, Schiele, Bernt, and Khoreva, Anna

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2020

   Bib PDF Code

   @inproceedings{schonfeld2020u,
     title = {A U-Net Based Discriminator for Generative Adversarial Networks},
     author = {Schönfeld, Edgar and Schiele, Bernt and Khoreva, Anna},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
     pages = {8207--8216},
     year = {2020},
     selected = {true},
     abbr = {CVPR},
     bibtex_show = {true},
     pdf = {https://openaccess.thecvf.com/content_CVPR_2020/papers/Schonfeld_A_U-Net_Based_Discriminator_for_Generative_Adversarial_Networks_CVPR_2020_paper.pdf},
     %html = {https://github.com/boschresearch/unetgan},
     code = {https://github.com/boschresearch/unetgan}
   }

2. ECCV workshop

   3D Noise and Adversarial Supervision Is All You Need for Multi-modal Semantic Image Synthesis

   Sushko, Vadim,  Schönfeld, Edgar, Zhang, Dan, Gall, Jürgen, Schiele, Bernt, and Khoreva, Anna

   In European Conference on Computer Vision 2020

2019

1. CVPR

   Generalized zero-and few-shot learning via aligned variational autoencoders

   Schönfeld, Edgar, Ebrahimi, Sayna, Sinha, Samarth, Darrell, Trevor, and Akata, Zeynep

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2019

   Bib PDF Code

   @inproceedings{schonfeld2019generalized,
     title = {Generalized zero-and few-shot learning via aligned variational autoencoders},
     author = {Schönfeld, Edgar and Ebrahimi, Sayna and Sinha, Samarth and Darrell, Trevor and Akata, Zeynep},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
     pages = {8247--8255},
     year = {2019},
     selected = {true},
     abbr = {CVPR},
     bibtex_show = {true},
     pdf = {https://openaccess.thecvf.com/content_CVPR_2019/papers/Schonfeld_Generalized_Zero-_and_Few-Shot_Learning_via_Aligned_Variational_Autoencoders_CVPR_2019_paper.pdf},
     %html = {https://github.com/boschresearch/unetgan},
     code = {https://github.com/edgarschnfld/CADA-VAE-PyTorch}
   }

2. The Prostate

   Ex vivo treatment of prostate tumor tissue recapitulates in vivo therapy response

   Zhang, Wenhao, Weerden, Wytske M, Ridder, Corrina MA, Erkens-Schulze, Sigrun,  Schönfeld, Edgar, Meijer, Titia G, Kanaar, Roland, Gent, Dik C, and Nonnekens, Julie

   The Prostate 2019
3. CVPR workshop

   Cross-Linked Variational Autoencoders for Generalized Zero-Shot Learning

   Schönfeld, Edgar, Ebrahimi, Sayna, Sinha, Samarth, Darrell, Trevor, and Akata, Zeynep

   2019
4. CVPR workshop

   Generalized zero-shot learning via aligned variational autoencoders

   Schönfeld, Edgar, Ebrahimi, Sayna, Sinha, Samarth, Darrell, Trevor, and Akata, Zeynep

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops 2019