default search action
Jakob Gawlikowski
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [c10]Laines Schmalwasser, Jakob Gawlikowski, Joachim Denzler, Julia Niebling:
Exploiting Text-Image Latent Spaces for the Description of Visual Concepts. ICPR (33) 2024: 109-125 - [c9]Ferdinand Rewicki
, Jakob Gawlikowski
Unraveling Anomalies in Time: Unsupervised Discovery and Isolation of Anomalous Behavior in Bio-Regenerative Life Support System Telemetry. ECML/PKDD (9) 2024: 207-222 - [i7]Ferdinand Rewicki, Jakob Gawlikowski, Julia Niebling, Joachim Denzler:
Unraveling Anomalies in Time: Unsupervised Discovery and Isolation of Anomalous Behavior in Bio-regenerative Life Support System Telemetry. CoRR abs/2406.09825 (2024) - [i6]Nils Lehmann, Jakob Gawlikowski, Adam J. Stewart, Vytautas Jancauskas, Stefan Depeweg, Eric T. Nalisnick, Nina Maria Gottschling:
Lightning UQ Box: A Comprehensive Framework for Uncertainty Quantification in Deep Learning. CoRR abs/2410.03390 (2024) - [i5]Laines Schmalwasser, Jakob Gawlikowski, Joachim Denzler, Julia Niebling:
Exploiting Text-Image Latent Spaces for the Description of Visual Concepts. CoRR abs/2410.17832 (2024) - 2023
- [j5]Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Mohsin Ali, Jongseok Lee, Matthias Humt, Jianxiang Feng, Anna M. Kruspe
A survey of uncertainty in deep neural networks. Artif. Intell. Rev. 56(S1): 1513-1589 (2023) - [j4]Jakob Gawlikowski, Sudipan Saha, Julia Niebling, Xiao Xiang Zhu
Handling unexpected inputs: incorporating source-wise out-of-distribution detection into SAR-optical data fusion for scene classification. EURASIP J. Adv. Signal Process. 2023(1): 47 (2023) - [c8]Nis Meinert
The Unreasonable Effectiveness of Deep Evidential Regression. AAAI 2023: 9134-9142 - 2022
- [j3]Jakob Gawlikowski
Explaining the Effects of Clouds on Remote Sensing Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 9976-9986 (2022) - [j2]Jakob Gawlikowski, Sudipan Saha
An Advanced Dirichlet Prior Network for Out-of-Distribution Detection in Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j1]Sandeep Kumar Singh
Leveraging Graph and Deep Learning Uncertainties to Detect Anomalous Maritime Trajectories. IEEE Trans. Intell. Transp. Syst. 23(12): 23488-23502 (2022) - [c7]Jakob Gawlikowski, Sudipan Saha, Julia Niebling, Xiao Xiang Zhu:
Robust Distribution-Shift Aware Sar-Optical data Fusion for Multi-Label Scene Classification. IGARSS 2022: 911-914 - [c6]Ferdinand Rewicki
Estimating Uncertainty of Deep Learning Multi-Label Classifications Using Laplace Approximation. IGARSS 2022: 1560-1563 - [c5]Sudipan Saha, Jakob Gawlikowski, Jay Nandy, Xiao Xiang Zhu:
Compact Feature Representation for Unsupervised Ood Detection. IGARSS 2022: 3143-3146 - [c4]Cedrique Rovile Njieutcheu Tassi, Jakob Gawlikowski, Auliya Unnisa Fitri, Rudolph Triebel:
The impact of averaging logits over probabilities on ensembles of neural networks. AISafety@IJCAI 2022 - [c3]Frank Nussbaum, Jakob Gawlikowski, Julia Niebling:
Structuring Uncertainty for Fine-Grained Sampling in Stochastic Segmentation Networks. NeurIPS 2022 - [i4]Nis Meinert, Jakob Gawlikowski, Alexander Lavin:
The Unreasonable Effectiveness of Deep Evidential Regression. CoRR abs/2205.10060 (2022) - 2021
- [c2]Jakob Gawlikowski, Sudipan Saha, Anna M. Kruspe
Towards Out-of-Distribution Detection for Remote Sensing. IGARSS 2021: 8676-8679 - [i3]Jakob Gawlikowski, Sudipan Saha, Anna M. Kruspe, Xiao Xiang Zhu:
Out-of-distribution detection in satellite image classification. CoRR abs/2104.05442 (2021) - [i2]Sandeep Kumar Singh, Jaya Shradha Fowdur, Jakob Gawlikowski, Daniel Medina:
Leveraging Evidential Deep Learning Uncertainties with Graph-based Clustering to Detect Anomalies. CoRR abs/2107.01557 (2021) - [i1]Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Mohsin Ali, Jongseok Lee, Matthias Humt, Jianxiang Feng, Anna M. Kruspe, Rudolph Triebel, Peter Jung, Ribana Roscher, Muhammad Shahzad, Wen Yang, Richard Bamler, Xiao Xiang Zhu:
A Survey of Uncertainty in Deep Neural Networks. CoRR abs/2107.03342 (2021) - 2020
- [c1]Jakob Gawlikowski, Michael Schmitt, Anna M. Kruspe
On the Fusion Strategies of Sentinel-1 and Sentinel-2 Data for Local Climate Zone Classification. IGARSS 2020: 2081-2084
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-12-13 20:03 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: