Publications

Gavriilidis, Haralampos; Rose, Leonhard; Ziegler, Joel; Beedkar, Kaustubh; Quiané-Ruiz, Jorge-Arnulfo; Markl, Volker

XDB in Action: Decentralized Cross-Database Query Processing for Black-Box DBMSes

August 01, 2023

https://dl.acm.org/doi/10.14778/3611540.3611625

Léo Andéol, Yusei Kawakami, Yuichiro Wada, Takafumi Kanamori, Klaus-Robert Müller, Grégoire Montavon

Learning domain invariant representations by joint Wasserstein distance minimization.

July 31, 2023

https://doi.org/10.1016/j.neunet.2023.07.028

Yancan Mao, Jianjun Zhao, Zhonghao Yang, Shuhao Zhang, Haikun Liu, Volker Markl

MorphStream: Scalable Processing of Transactions over Streams on Multicores

July 24, 2023

https://doi.org/10.48550/arXiv.2307.12749

Leonard Hackel, Kai Norman Clasen, Mahdyar Ravanbakhsh, Begüm Demir

LIT-4-RSVQA: Lightweight Transformer-based Visual Question Answering in Remote Sensing

July 16, 2023

https://doi.org/10.1109/IGARSS52108.2023.10281674

Gencer Sumbul, Begüm Demir

Label Noise Robust Image Representation Learning based on Supervised Variational Autoencoders in Remote Sensing

July 16, 2023

https://doi.org/10.1109/IGARSS52108.2023.10282820

David Hoffmann, Kai Norman Clasen, Begüm Demir

Transformer-based Multi-Modal Learning for Multi-Label Remote Sensing Image Classification

July 16, 2023

https://doi.org/10.1109/IGARSS52108.2023.10281927

Martin Hermann Paul Fuchs, Begüm Demir

HySpecNet-11k: A Large-Scale Hyperspectral Dataset for Benchmarking Learning-Based Hyperspectral Image Compression Methods

July 16, 2023

https://doi.org/10.1109/IGARSS52108.2023.10283385

Armin W. Thomas, Ulman Lindenberger, Wojciech Samek, Klaus-Robert Müller

Evaluating deep transfer learning for whole-brain cognitive decoding.

July 13, 2023

https://doi.org/10.1016/j.jfranklin.2023.07.015

Tom Ganz, Erik Imgrund, Martin Härterich, Konrad Rieck

CodeGraphSMOTE: Data Augmentation for Vulnerability Discovery

July 12, 2023

https://doi.org/10.1007/978-3-031-37586-6_17

Lukas Muttenthaler, Robert A. Vandermeulen, Qiuyi Zhang, Thomas Unterthiner, Klaus-Robert Müller

Set Learning for Accurate and Calibrated Models

July 10, 2023

https://arxiv.org/pdf/2307.02245.pdf

Publications

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ALL PUBLICATIONS

XDB in Action: Decentralized Cross-Database Query Processing for Black-Box DBMSes

Learning domain invariant representations by joint Wasserstein distance minimization.

MorphStream: Scalable Processing of Transactions over Streams on Multicores

LIT-4-RSVQA: Lightweight Transformer-based Visual Question Answering in Remote Sensing

Label Noise Robust Image Representation Learning based on Supervised Variational Autoencoders in Remote Sensing

Transformer-based Multi-Modal Learning for Multi-Label Remote Sensing Image Classification

HySpecNet-11k: A Large-Scale Hyperspectral Dataset for Benchmarking Learning-Based Hyperspectral Image Compression Methods

Evaluating deep transfer learning for whole-brain cognitive decoding.

CodeGraphSMOTE: Data Augmentation for Vulnerability Discovery

Set Learning for Accurate and Calibrated Models