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Gencer Sumbul, Begüm Demir
Label Noise Robust Image Representation Learning based on Supervised Variational Autoencoders in Remote Sensing
Kajetan Maliszewski, Tilman Dietzel, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
TeeBench: Seamless Benchmarking in Trusted Execution Environments
Matthias Boehm, Madelon Hulsebos, Shreya Shankar, Paroma Varma
Seventh Workshop on Data Management for End-to-End Machine Learning (DEEM)
Matthias Boehm, Matteo Interlandi, Chris Jermaine
Optimizing Tensor Computations: From Applications to Compilation and Runtime Techniques
Leonard Hackel, Kai Norman Clasen, Mahdyar Ravanbakhsh, Begüm Demir
LIT-4-RSVQA: Lightweight Transformer-based Visual Question Answering in Remote Sensing
David Hoffmann, Kai Norman Clasen, Begüm Demir
Transformer-based Multi-Modal Learning for Multi-Label Remote Sensing Image Classification
Martin Hermann Paul Fuchs, Begüm Demir
HySpecNet-11k: A Large-Scale Hyperspectral Dataset for Benchmarking Learning-Based Hyperspectral Image Compression Methods
Saeed Fathollahzadeh, Matthias Boehm
GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example
Sebastian Baunsgaard, Matthias Boehm
AWARE: Workload-aware, Redundancy-exploiting Linear Algebra
Yuanyuan Gao, De’Ja Rogers, Alexander von Lühmann, Antonio Ortega-Martinez, David A. Boas, Meryem A. Yücel