2022

Dong, Jiangxin ; Roth, Stefan ; Schiele, Bernt (2022)
DWDN: Deep Wiener Deconvolution Network for Non-Blind Image Deblurring.
In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 44 (12)
doi: 10.1109/TPAMI.2021.3138787
Artikel, Bibliographie

Pfeiffer, Jonas ; Geigle, Gregor ; Kamath, Aishwarya ; Steitz, Jan-Martin ; Roth, Stefan ; Vulić, Ivan ; Gurevych, Iryna (2022)
xGQA: Cross-Lingual Visual Question Answering.
60th Annual Meeting of the Association for Computational Linguistics. Dublin, Ireland (22.05.2022-27.05.2022)
Konferenzveröffentlichung, Bibliographie

Köberlein, Jana ; Bank, Lukas ; Roth, Stefan ; Köse, Ekrem ; Kuhlmann, Timm ; Prell, Bastian ; Stange, Maximilian ; Münnich, Marc ; Flum, Dominik ; Moog, Daniel ; Ihlenfeldt, Steffen ; Sauer, Alexander ; Weigold, Matthias ; Schilp, Johannes (2022)
Simulation Modeling for Energy-Flexible Manufacturing: Pitfalls and How to Avoid Them.
In: Energies, 15 (10)
doi: 10.3390/en15103593
Artikel, Bibliographie

2021

Mahajan, Shweta ; Roth, Stefan (2021)
PixelPyramids: Exact Inference Models from Lossless Image Pyramids.
IEEE/CVF International Conference on Computer Vision (ICCV'21). virtual Conference (11.10.2021-17.10.2021)
doi: 10.1109/ICCV48922.2021.00657
Konferenzveröffentlichung, Bibliographie

Klein, Franz ; Mahajan, Shweta ; Roth, Stefan (2021)
Diverse Image Captioning with Grounded Style.
43rd German Conference on Pattern Recognition (GCPR 2021). (28.09.2021-01.10.2021)
doi: 10.1007/978-3-030-92659-5_27
Konferenzveröffentlichung, Bibliographie

Steitz, Jan-Martin O. ; Pfeiffer, Jonas ; Gurevych, Iryna ; Roth, Stefan (2021)
TxT: Crossmodal End-to-End Learning with Transformers.
43rd DAGM German Conference on Pattern Recognition 2021. virtual Conference (28.09.2021-01.10.2021)
doi: 10.1007/978-3-030-92659-5_26
Konferenzveröffentlichung, Bibliographie

Javanmard-Gh., Arash ; Iwaszczuk, Dorota ; Roth, Stefan (2021)
DeepLIO: Deep LIDAR Inertial Sensor Fusion for Odometry Estimation.
XXIV ISPRS Congress (2021 edition).
doi: 10.5194/isprs-annals-V-1-2021-47-2021
Konferenzveröffentlichung, Bibliographie

Araslanov, Nikita ; Schaub-Meyer, Simone ; Roth, Stefan
Hrsg.: Ranzato, Marc'Aurelio ; Beygelzimer, Alina ; Dauphin, Yann N. ; Liang, Percy ; Vaughan, Jennifer Wortman (2021)
Dense Unsupervised Learning for Video Segmentation.
(06.12.2021-14.12.2021)
Konferenzveröffentlichung, Bibliographie

Araslanov, Nikita ; Roth, Stefan (2021)
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2021). virtual Conference (19.06.2021-25.06.2021)
doi: 10.1109/CVPR46437.2021.01513
Konferenzveröffentlichung, Bibliographie

2020

Dendorfer, Patrick ; Os̆ep, Aljos̆a ; Milan, Anton ; Schindler, Konrad ; Cremers, Daniel ; Reid, Ian ; Roth, Stefan ; Leal-Taixé, Laura (2020)
MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking.
In: International Journal of Computer Vision
doi: 10.1007/s11263-020-01393-0
Artikel, Bibliographie

Mahajan, Shweta ; Roth, Stefan (2020)
Diverse Image Captioning with Context-Object Split Latent Spaces.
34th Conference on Neural Information Processing Systems (NeurIPS 2020). virtual Conference (06.12.2020-12.12.2020)
Konferenzveröffentlichung, Bibliographie

Gunther, Reinhart ; Bank, Lukas ; Brugger, Martin ; Hieronymus, Aljoscha ; Köberlein, Jana ; Roth, Stefan ; Bauernhansl, Thomas ; Sauer, Alexander ; Bauer, Dennis ; Kaymakci, Can ; Schel, Daniel ; Schlereth, Andreas ; Fridgen, Gilbert ; Buhl, Hans Ulrich ; Bojung, Caroline ; Schott, Paul ; Weibelzahl, Martin ; Wenninger, Simon ; Weigold, Matthias ; Lindner, Martin ; Ronge, Karlheinz ; Oeder, Andreas ; Schimmelpfennig, Jens ; Winter, Christian ; Jarke, Matthias ; Ahrens, Raphael (2020)
Konzept der Energiesynchronisationsplattform – Diskussionspapier V3.
doi: 10.24406/igcv-n-602416
Report, Bibliographie

Bhattacharyya, Apratim ; Mahajan, Shweta ; Fritz, Mario ; Schiele, Bernt ; Roth, Stefan (2020)
Normalizing Flows With Multi-Scale Autoregressive Priors.
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition. virtual Conference (14.06.2020-19.06.2020)
doi: 10.1109/CVPR42600.2020.00844
Konferenzveröffentlichung, Bibliographie

Wannenwetsch, Anne S. ; Roth, Stefan (2020)
Probabilistic Pixel-Adaptive Refinement Networks.
Conference on Computer Vision and Pattern Recognition CVPR. virtual Conference (13.06.2020-19.06.2020)
doi: 10.1109/CVPR42600.2020.01166
Konferenzveröffentlichung, Bibliographie

Mahajan, Shweta ; Gurevych, Iryna ; Roth, Stefan (2020)
Latent Normalizing Flows for Many-to-Many Cross Domain Mappings.
The Eighth International Conference on Learning Representations (ICLR 2020). Addis Ababa, Ethiopia (26.04.2020-30.04.2020)
Konferenzveröffentlichung, Bibliographie

Dong, Jiangxin ; Roth, Stefan ; Schiele, Bernt (2020)
Deep Wiener Deconvolution: Wiener Meets Deep Learning for Image Deblurring.
34th Conference on Neural Information Processing Systems (NeurIPS 2020). virtual Conference (06.12.2020-12.12.2020)
Konferenzveröffentlichung, Bibliographie

2019

Mahajan, Shweta ; Botschen, Teresa ; Gurevych, Iryna ; Roth, Stefan (2019)
Joint Wasserstein Autoencoders for Aligning Multimodal Embeddings.
ICCV 2019 Workshop on Cross-Modal Learning in Real World. Seoul, Korea (27.10.2019-02.11.2019)
Konferenzveröffentlichung, Bibliographie

Wannenwetsch, Anne S. ; Kiefel, Martin ; Gehler, Peter V. ; Roth, Stefan
Hrsg.: Fink, Gernot A. ; Frintrop, Simone ; Jiang, Xiaoyi (2019)
Learning Task-Specific Generalized Convolutions in the Permutohedral Lattice.
Proceedings of the 41st German Conference on Pattern Recognition. Dortmund (10.09.2019-13.09.2019)
doi: 10.1007/978-3-030-33676-9_24
Konferenzveröffentlichung, Bibliographie

Araslanov, Nikita ; Rothkopf, Constantin ; Roth, Stefan (2019)
Actor-Critic Instance Segmentation.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Long Beach, CA, USA
Konferenzveröffentlichung, Bibliographie

Araslanov, Nikita ; Rothkopf, Constantin A. ; Roth, Stefan (2019)
Actor-Critic Instance Segmentation.
IEEE Conference on Computer Vision and Pattern Recognition.
Konferenzveröffentlichung, Bibliographie

Stubba, Daniel ; Bensinger, Dennis ; Steinbacher, Janika ; Proskurjakov, Lilia ; Salcedo Gómez, Álvaro ; Schmidt, Uwe ; Roth, Stefan ; Schmitz, Katja ; Schmidt, Boris (2019)
Cell‐Based Optimization of Covalent Reversible Ketoamide Inhibitors Bridging the Unprimed to the Primed Site of the Proteasome β5 Subunit.
In: ChemMedChem, 14 (23)
doi: 10.1002/cmdc.201900472
Artikel, Bibliographie

2018

Gurevych, Iryna ; Meyer, Christian M. ; Binnig, Carsten ; Fürnkranz, Johannes ; Kersting, Kristian ; Roth, Stefan ; Simpson, Edwin
Hrsg.: Gelbukh, Alexander (2018)
Interactive Data Analytics for the Humanities.
In: Computational Linguistics and Intelligent Text Processing: Proceedings of the 18th International Conference
doi: 10.1007/978-3-319-77113-7_41
Buchkapitel, Bibliographie

Saeedan, Faraz ; Weber, Nicolas ; Goesele, Michael ; Roth, Stefan (2018)
Detail-preserving pooling in deep networks.
Konferenzveröffentlichung, Bibliographie

Botschen, Teresa ; Gurevych, Iryna ; Klie, Jan-Christoph ; Sergieh, Hatem Mousselly ; Roth, Stefan (2018)
Multimodal Frame Identification with Multilingual Evaluation.
New Orleans, USA
Konferenzveröffentlichung, Bibliographie

Sergieh, Hatem Mousselly ; Botschen, Teresa ; Gurevych, Iryna ; Roth, Stefan (2018)
A Multimodal Translation-Based Approach for Knowledge Graph Representation Learning.
The Seventh Joint Conference on Lexical and Computational Semantics (*SEM). New Orleans LA, USA (05.06.2018-06.06.2018)
doi: 10.18653/v1/S18-2027
Konferenzveröffentlichung, Bibliographie

2017

Wannenwetsch, Anne S. ; Keuper, Margret ; Roth, Stefan (2017)
ProbFlow: Joint Optical Flow and Uncertainty Estimation.
2017 IEEE International Conference on Computer Vision ICCV. Venice, Italy (22.10.2017-29.10.2017)
doi: 10.1109/ICCV.2017.133
Konferenzveröffentlichung, Bibliographie

Mousselly-Sergieh, Hatem ; Gurevych, Iryna ; Roth, Stefan (2017)
Neural, Multimodal, Energy-based Approach for Knowledge Graph Completion.
London, UK
Konferenzveröffentlichung, Bibliographie

Gurevych, Iryna ; Meyer, Christian M. ; Binnig, Carsten ; Fürnkranz, Johannes ; Kersting, Kristian ; Roth, Stefan ; Simpson, Edwin
Hrsg.: Gelbukh, Alexander (2017)
Interactive Data Analytics for the Humanities.
International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2017. Budapest, Hungary (17.04.2017-23.04.2017)
Konferenzveröffentlichung, Bibliographie

Cordts, Marius ; Rehfeld, Timo ; Enzweiler, Markus ; Franke, Uwe ; Roth, Stefan (2017)
Tree-Structured Models for Efficient Multi-Cue Scene Labeling.
In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 39 (7)
doi: 10.1109/TPAMI.2016.2592911
Artikel, Bibliographie

2016

Boubekeur, Tamy ; Cignoni, Paolo ; Eisemann, Elmar ; Goesele, Michael ; Klein, Reinhard ; Roth, Stefan ; Weinmann, Michael ; Wimmer, Michael
Hrsg.: Catalano, Chiara Eva ; Luca, Livio De (2016)
Harvesting Dynamic 3D Worlds from Commodity Sensor Clouds.
Eurographics Workshop on Graphics and Cultural Heritage.
Konferenzveröffentlichung, Bibliographie

2015

Moore, Martina ; Roth, Stefan ; Gebert, Annett ; Schultz, Ludwig ; Gutfleisch, Oliver (2015)
The effect of surface grain reversal on the AC losses of sintered Nd–Fe–B permanent magnets.
In: Journal of Magnetism and Magnetic Materials, 375
doi: 10.1016/j.jmmm.2014.09.047
Artikel, Bibliographie

2014

Hrsg.: Bender, Jan ; Kuijper, Arjan ; Landesberger von Antburg, Tatiana ; Theisel, Holger ; Urban, Philipp ; Fellner, Dieter W. ; Goesele, Michael ; Roth, Stefan (2014)
VMV 2014 : Vision, Modeling, and Visualization.
Buch, Bibliographie

2013

Kuijper, Arjan ; Schwarzkopf, Andreas ; Kalbe, Thomas ; Bajaj, Chandrajit ; Roth, Stefan ; Goesele, Michael (2013)
3D Anisotropic Diffusion on GPUs by Closed-Form Local Tensor Computations.
In: Numerical Mathematics: Theory, Methods and Applications (NM-TMA), 6 (01)
Artikel, Bibliographie

2011

Schelten, Kevin ; Roth, Stefan (2011)
Connecting Non-Quadratic Variational Models and MRFs.
Report, Bibliographie

Meyer, Johannes ; Schnitzspan, Paul ; Kohlbrecher, Stefan ; Petersen, Karen ; Schwahn, Oliver ; Andriluka, Micha ; Klingauf, Uwe ; Roth, Stefan ; Schiele, Bernt ; Stryk, Oskar von ; Stryk, Oskar von
Hrsg.: Ruiz-del-Solar, Javier ; Chown, Eric ; Plöger, Paul G. (2011)
A Semantic World Model for Urban Search and Rescue Based on Heterogeneous Sensors.
In: RoboCup 2010: Robot Soccer World Cup XIV
Buchkapitel, Bibliographie

2010

Meyer, Johannes ; Kohlbrecher, Stefan ; Andriluka, Micha ; Schnitzspan, Paul ; Petersen, Karen ; Stryk, Oskar von ; Roth, Stefan ; Schiele, Bernt ; Stryk, Oskar von (2010)
Vision Based Victim Detection from Unmanned Aerial Vehicles.
IEEE/RSJ International Conference on Intelligent Robots and Systems. Taipei
Konferenzveröffentlichung, Bibliographie

Hrsg.: Goesele, Michael ; Roth, Stefan ; Kuijper, Arjan ; Schiele, Bernt ; Schindler, Konrad (2010)
Pattern Recognition, 32nd DAGM Symposium, Darmstadt, Germany, September 22-24, 2010.
Buch, Bibliographie

2008

Lempitsky, Victor ; Roth, Stefan ; Rother, Carsten (2008)
FusionFlow: Discrete-Continuous Optimization for Optical Flow Estimation.
IEEE Conference on Computer Vision and Pattern Recognition.
Konferenzveröffentlichung, Bibliographie

Sun, Deqing ; Roth, Stefan ; Lewis, J. P. ; Black, Michael (2008)
Learning Optical Flow.
Computer Vision - ECCV 2008. Proceedings, Part III.
Konferenzveröffentlichung, Bibliographie

Andriluka, Mykhaylo ; Roth, Stefan ; Schiele, Bernt (2008)
People-Tracking-by-Detection and People-Detection-by-Tracking.
IEEE Conference on Computer Vision and Pattern Recognition.
Konferenzveröffentlichung, Bibliographie

2007

Baker, Simon ; Roth, Stefan ; Scharstein, Daniel ; Black, Michael ; Lewis, J. P. ; Szeliski, Richard (2007)
A Database and Evaluation Methodology for Optical Flow.
IEEE 11th International Conference on Computer Vision.
Konferenzveröffentlichung, Bibliographie

Roth, Stefan (2007)
High-Order Markov Random Fields for Low-Level Vision.
Brown University
Dissertation, Bibliographie

Roth, Stefan ; Black, Michael (2007)
Steerable Random Fields.
IEEE 11th International Conference on Computer Vision.
Konferenzveröffentlichung, Bibliographie