D2
Computer Vision and Machine Learning

Anurag Das (PhD Student)

MSc Anurag Das

Address
Max-Planck-Institut für Informatik
Saarland Informatics Campus
Campus E1 4
66123 Saarbrücken
Standort
E1 4 - 621
Telefon
+49 681 9325 2134
Fax
+49 681 9325 2099

Personal Information

Personal website : https://anurag-198.github.io/

My research interests in general lies in learning with limited labels for vision tasks. I am looking for potential hiwi/master thesis students to work on related areas such as domain adaptation, few-shot, open world setting etc for semantic segmentation task. Please reach out to me if you are interested in a collaboration.

Publications

Das, A., Xian, Y., He, Y., Schiele, B., & Akata, Z. (2022). (SP)2Net for Generalized Zero-Label Semantic Segmentation. In Pattern Recognition (GCPR 2021). Bonn, Germany: Springer. doi:10.1007/978-3-030-92659-5_15
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BibTeX
@inproceedings{Das_GCPR2021, TITLE = {{SP$^2$Net} for Generalized Zero-Label Semantic Segmentation}, AUTHOR = {Das, Anurag and Xian, Yongqin and He, Yang and Schiele, Bernt and Akata, Zeynep}, LANGUAGE = {eng}, ISBN = {978-3-030-92659-5; 978-3-030-92658-8}, DOI = {10.1007/978-3-030-92659-5_15}, PUBLISHER = {Springer}, YEAR = {2021}, MARGINALMARK = {$\bullet$}, BOOKTITLE = {Pattern Recognition (GCPR 2021)}, EDITOR = {Bauckhage, Christian and Gall, J{\"u}rgen and Schwing, Alexander}, PAGES = {235--249}, SERIES = {Lecture Notes in Computer Science}, VOLUME = {13024}, ADDRESS = {Bonn, Germany}, }
Endnote
%0 Conference Proceedings %A Das, Anurag %A Xian, Yongqin %A He, Yang %A Schiele, Bernt %A Akata, Zeynep %+ Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society External Organizations External Organizations Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society External Organizations %T (SP)2Net for Generalized Zero-Label Semantic Segmentation : %G eng %U http://hdl.handle.net/21.11116/0000-000A-6FA0-5 %R 10.1007/978-3-030-92659-5_15 %D 2022 %B 43rd German Conference on Pattern Recognition %Z date of event: 2021-09-28 - 2021-10-01 %C Bonn, Germany %B Pattern Recognition %E Bauckhage, Christian; Gall, Jürgen; Schwing, Alexander %P 235 - 249 %I Springer %@ 978-3-030-92659-5 978-3-030-92658-8 %B Lecture Notes in Computer Science %N 13024 %U https://rdcu.be/cNoit
Das, A., Xian, Y., He, Y., Akata, Z., & Schiele, B. (n.d.). Urban Scene Semantic Segmentation With Low-Cost Coarse Annotation. In 2023 IEEE Winter Conference on Applications of Computer Vision (WACV 2023). Waikoloa Village, HI, USA: IEEE.
(Accepted/in press)
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BibTeX
@inproceedings{Das_WACV23, TITLE = {Urban Scene Semantic Segmentation With Low-Cost Coarse Annotation}, AUTHOR = {Das, Anurag and Xian, Yongqin and He, Yang and Akata, Zeynep and Schiele, Bernt}, LANGUAGE = {eng}, PUBLISHER = {IEEE}, YEAR = {2023}, PUBLREMARK = {Accepted}, MARGINALMARK = {$\bullet$}, BOOKTITLE = {2023 IEEE Winter Conference on Applications of Computer Vision (WACV 2023)}, ADDRESS = {Waikoloa Village, HI, USA}, }
Endnote
%0 Conference Proceedings %A Das, Anurag %A Xian, Yongqin %A He, Yang %A Akata, Zeynep %A Schiele, Bernt %+ Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society External Organizations External Organizations External Organizations Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society %T Urban Scene Semantic Segmentation With Low-Cost Coarse Annotation : %G eng %U http://hdl.handle.net/21.11116/0000-000C-6D3C-8 %D 2023 %B IEEE Winter Conference on Applications of Computer Vision %Z date of event: 2023-01-03 - 2023-01-07 %C Waikoloa Village, HI, USA %B 2023 IEEE Winter Conference on Applications of Computer Vision %I IEEE
Das, A. (2021). (SP)2Net for Generalized Zero-Label Semantic Segmentation. Universität des Saarlandes, Saarbrücken.
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BibTeX
@mastersthesis{Das_Master21, TITLE = {{SP$^2$Net} for Generalized Zero-Label Semantic Segmentation}, AUTHOR = {Das, Anurag}, LANGUAGE = {eng}, SCHOOL = {Universit{\"a}t des Saarlandes}, ADDRESS = {Saarbr{\"u}cken}, YEAR = {2021}, MARGINALMARK = {$\bullet$}, DATE = {2021}, }
Endnote
%0 Thesis %A Das, Anurag %Y Schiele, Bernt %Y Xian, Yongqin %Y He, Yang %+ Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society %T (SP)2Net for Generalized Zero-Label Semantic Segmentation : %G eng %U http://hdl.handle.net/21.11116/0000-000A-A76F-E %I Universität des Saarlandes %C Saarbrücken %D 2021 %P 63 p. %V master %9 master