The Embedded Learning and Sensing Systems (ELSS) group is a young team of researchers working on embedded and mobile machine learning, efficient deep learning.
TU Graz & CSH Vienna
Joined July 2024
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Excited to present our paper "Sensor-Guided Adaptive ML on Resource-Constrained Devices" at #IoT2024! π We show how sensor data (e.g., IMUs) can boost ML model accuracy by 7.57% with 75% fewer parameters, enabling efficient & robust #EdgeAI. Full paper: t.ly/n7rMR
π The next EfficientML talk β¬οΈ
π§βπ¬ The Uncanny Valley: Exploring Adversarial Robustness from a Flatness Perspective by Nils Philipp Walter & Linara Adilova
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11 Nov 2024
π 5pm CET
Discover a curious twist in adversarial attacks!
π arxiv.org/abs/2405.16918
π Next #EfficientML Reading Group!
π Oct 28 @ 5pm CEST
π€ Mathador-LM: A Dynamic Benchmark for Mathematical Reasoning on LLMs with @_EldarKurtic (NeuralMagic & ISTA)
π arxiv.org/pdf/2406.12572
π Excited for the next #EfficientML reading group!
π
21 Oct, 5pm CEST
π€ Francesco Tosoni (University of Pisa) on greener matrix ops via lossless compressed formats.
Donβt miss out! πβ‘οΈ
Details & paper: arxiv.org/pdf/2409.18620
π₯ Weβre hiring! Join the Embedded Learning and Sensing Systems group @TUGraz as a PhD researcher in Embedded Machine Learning! ππ
π
Deadline: Oct 20, 2024
π More info: tugraz.at/en/institutes/iti/β¦
#PhDPosition #EmbeddedAI #MachineLearning #ELSS
