Conferences

VPP: Privacy Preserving Machine Learning via Undervolting
Ihsen Alouani 
01.05.2023-04.05.2023 
IEEE International Workshop on Hardware-Oriented Security and Trust (HOST2023), San Jose, California, US  
Link to document
Paper
All-IDB Patches: Whole Slide Imaging for Acute Lymphoblastic Leukemia Detection using Deep Learning
Angelo Genovese, Vincenzo Piuri and Fabio Scotti 
04.06.2023-10.06.2023 
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023), Island of Rhodes, Greece  
Paper
A Brain-inspired Approach for Malware Detection using Sub-semantic Hardware Features
Ihsen Alouani 
05.06.2023-07.06.2023  
ACM Great Lakes Symposium on VLSI (ACM2023), Knoxville, Tennessee
Link to document
Paper and Presentation
Applications and Limits of Image-to-Image Translation Models
Pasquale Coscia, Angelo Genovese, Fabio Scotti and Vincenzo Piuri 
11.06.2023-13.06.2023  
24th International Conference on Digital Signal Processing (DSP 2023), Island of Rhodes, Greece
Paper
Tree-based Optimization for Image-to-Image Translation with Imbalanced Datasets on the Edge
Pasquale Coscia, Angelo Genovese, Vincenzo Piuri, Francesco Rundo and Fabio Scotti 
12.06.2023-14.06.2023  
IEEE CIVEMSA 2023, Tunis, Tunisia
Paper
Iris Reflection Segmentation from Ocular Images Acquired in Uncontrolled and Uncooperative Conditions
Ruggero Donida Labati, Vincenzo Piuri, Francesco Rundo and Fabio Scotti  
12.06.2023-14.06.2023  
IEEE CIVEMSA 2023, Tunis, Tunisia
Paper
TD-Magic: From Pictures of Timing Diagrams To Formal Specifications
Jie He, Dejan Ničković, Ezio Bartocci and Radu Grosu  
09.07.2023-13.07.2023  
60th ACM/IEEE Design Automation Conference (DAC 2023), San Francisco, CA, USA
Paper
Leveraging Approximate Computing for Enhanced Malware Detection and Energy Efficiency: A Dual-Benefit Approach
Ihsen Alouani 
09.07.2023-13.07.2023  
60th ACM/IEEE Design Automation Conference (DAC 2023), San Francisco, CA, USA
Link to document
Paper and Presentation
Edge AI Technology Trends
Ovidiu Vermesan and Mario Diaz Nava
27.06.2023
European Nanoelectronics Applications Design and Technology Conference (ADTC), Grenoble, France
Scaling Up Quantization-Aware Neural Architecture Search for Efficient Deep Learning on the Edge
Yao Lu, Hiram Rayo Torres Rodriguez, Sebastian Vogel, Nick van de Waterlaat and Pavol Jancura
17.09.2023-22.09.2023
Workshop on Compilers, Deployment, and Tooling for Edge AI (CODAI 2023), Hamburg, Germany (co-hosted at Embedded Systems Week)
Paper
Advancing Edge AI Technologies and Applications
Ovidiu Vermesan
17.10.2023-19.10.2023
European Conference on EDGE AI Technologies and Applications (EEAI), Athens, Greece

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