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Georgii Mikriukov, Mahdyar Ravanbakhsh, Begüm Demir

Deep Unsupervised Contrastive Hashing for Large-Scale Cross-Modal Text-Image Retrieval in Remote Sensing

January 20 , 2022
https://doi.org/10.48550/arXiv.2201.08125

Viktor Rosenfeld, Sebastian Breß, Volker Markl

Query Processing on Heterogeneous CPU/GPU Systems

January 17 , 2022
https://dl.acm.org/doi/full/10.1145/3485126

Lennart Tautz, Lars Walczak, Chiara Manini, Anja Hennemuth, Markus Hüllebrand

3D Right Ventricle Reconstruction from 2D U-Net Segmentation of Sparse Short-Axis and 4-Chamber Cardiac Cine MRI Views

January 14 , 2022
https://doi.org/10.1007/978-3-030-93722-5_38

Lawrence Benson, Tilmann Rabl

Darwin: Scale-In Stream Processing

January 09 , 2022
https://hpi.de/fileadmin/user_upload/fachgebiete/rabl/publications/2021/darwin_scale_in_cidr22.pdf

Ariane Ziehn, Christian Mandel, Kathrin Stich, Rolf Dembinski, Karin Hochbaum, Steffen Zeuch, Volker Markl

IoT-PMA: Patient Health Monitoring in Medical IoT Ecosystems

January 03 , 2022

Vera Wesselkamp, Konrad Rieck, Daniel Arp, Erwin Quiring

Misleading Deep-Fake Detection with GAN Fingerprints

2022
https://ieeexplore.ieee.org/document/9833860

Ping Xiong, Thomas Schnake, Gregoire Montavon, Klaus-Robert Müller, Shinichi Nakajima

Efficient Computation of Higher-Order Subgraph Attribution via Message Passing

2022
https://proceedings.mlr.press/v162/xiong22a.html

Ameen Ali, Thomas Schnake, Oliver Eberle, Gregoire Montavon, Klaus-Robert Müller, Lior Wolf

XAI for Transformers: Better Explanations through Conservative Propagation

2022
https://arxiv.org/abs/2202.07304

K. Bykov, A. Hedström, S. Nakajima, M. Höhne

NoiseGrad—Enhancing Explanations by Introducing Stochasticity to Model Weights

2022
https://arxiv.org/abs/2106.10185#:~:text=Specifically%2C%20NoiseGrad%20introduces%20stochasticity%20in%20the%20weight%20parameter,the%20input%20perturbation%20and%20the%20decision%20boundary%20perturbation.

Stefan Blücher, Johanna Vielhaben, Nils Strodthoff

PredDiff: Explanations and interactions from conditional expectations

2022
https://arxiv.org/abs/2102.13519