The Embedded Learning and Sensing Systems (ELSS) group is a young team of researchers working on embedded and mobile machine learning, efficient deep learning.
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: https://t.co/qu4chrov1O
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
π 11 Nov 2024
π 5pm CET
Discover a curious twist in adversarial attacks!
π https://t.co/nu7odEiDvO
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 https://t.co/nU7UnJHcx8
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: https://t.co/Gx4C0ZLxJ1
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: https://t.co/nHvKeuAjXP
#PhDPosition#EmbeddedAI#MachineLearning#ELSS
π Excited to announce the launch of our Twitter page! π Weβre the Embedded Learning and Sensing Systems (ELSS) group at TU Graz, pushing the limits of embedded and efficient #AI. Follow us for updates on our latest #research! ππ‘
https://t.co/Q1YauhJkG2