ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers Narges Norouzi, Svetlana Orlova, Daan de Geus, Gijs Dubbelman 14 June 2024 Arxiv and CVPR 2024 Paper Improving Edge AI Image Classification through the use of Better Building Blocks Lucas Mohimont, Lilian Hollard, Luiz Angelo Steffenel 2-4 May 2024 Closer conference Paper Human activity recognition in time series in PIR sensor networks with reinforcement learning Fetze Pijlman 12-14 Nov 2024 IEEE Sustainable Smart Lighting World Conference & Expo 2024 (LS24) Paper DT-Anon: Decision Tree Target-Driven Anonymization Sabrina De Capitani di Vimercati, Sara Foresti, Valerio Ghirimoldi, and Pierangela Samarati 15-17 July 2024 38th Annual IFIP WG 11.3 Conference on Data and Applications Security and Privacy (DBSec 2024) Paper Anomaly-based intrusion detection system for DDoS attack with Deep Learning techniques Davide Agostinello, Angelo Genovese, Vincenzo Piuri 10-12 July 2023 20th Int. Conf. on Security and Cryptography (SECRYPT 2023) Paper FLIFRA: Federated Learning Isolation Forest with Robust Aggregation for Data Poisoning Attack Detection in IoT Mulualem Bitew Anley, Angelo Genovese, Tibebe Beshah Tesema, Vincenzo Piuri 28 Jan 2026 ICC 2025 Paper Enabling SNN-Based Near-MEA Neural Decoding with Channel Selection: An Open-HW Approach Gianluca Leone, Luca Martis, Luigi Raffo, Paolo Meloni 31 March – 2 April 2025 DATE 2025 Paper Your ViT is Secretly an Image Segmentation Model Tommie Kerssies, Giuseppe Averta, Niccolo Cavagnero, Bastian Leibe, Alexander Hermans, Gijs Dubbelman, Narges Norouzi, Daan de Geus 24 Mar 2025 Arxiv and CVPR 2025 Paper Experimental Software and Hardware Evaluation of Ad-Hoc Constant Division Routines Frédéric Pétrot 17 Jul 2025 ARITH’25 conference Paper Deep Learning-based Iris Quality Assessment for Images Sourced from Websites and Social Media Nikoo Fakhraei, Ruggero Donida Labati, Vincenzo Piuri, Fabio Scotti 25 July 2025 IEEE International Conference on Computational Intelligence & Virtual Environments for Measurement Systems and Applications Paper High-resolution Depth Map Reconstruction from Low-altitude UAV Hamed Javadi, Hichem Sahli, André Bourdoux 17 Nov 2025 European Conference on Radar (EuRad’25) Paper TransferEdge: Transfer Learning Approach to Detect Evolving DDoS Threats in Edge-IIoT Mulualem Bitew, Angelo Genovese, Vincenzo Piuri Aug 2025 RTSI 2025 Paper Security-Aware Allocation of Replicated Data in Distributed Storage Systems Sabrina De Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Pierangela Samarati, Mauro Tedesco Apr 2025 CLOSER 2025 Conference Paper An Arithmetic Optimization Algorithm with Dynamic State Estimation for Deadline-Constrained Workflow Scheduling Najwa Kouka, Sabrina De Capitani di Vimercati, Vincenzo Piuri, Pierangela Samarati 11 Aug 2025 GECCO 2025 Conference Paper What is the Added Value of UDA in the VFM Era? Brunó B. Englert, Tommie Kerssies, Gijs Dubbelman 25 Apr 2025 Arxiv and CVPR 2025 workshop Paper SYNtzulA: Open-Source Hardware for Energy-Efficient Spiking Neural Network Inference Luca Martis, Gianluca Leone, Luigi Raffo, Paolo Meloni 6 July 2025 Computing Frontiers 2025 – Workshop on Open-Source Hardware Paper A glimpse on the EdgeAI project: Technologies for Optimized Embedded Processing Paola Busia, Ovidiu Vermesan 6 July 2025 Computing Frontiers 2025 – Special Session on Collaborative Projects Paper Exploring the statistical behavior of Facial Biometrics Based on Neural Embeddings in Privacy-Preserving schemes Brunó B. Englert, Fabrizio J. Piva, Tommie Kerssies, Daan de Geus, Gijs Dubbelman May 2025 45th Symposium on Information Theory and Signal Processing (SITB 2025) Paper Radar-based Altimetry and Nadir Depth Profile Estimation for UAVs Hamed Javadi, Andre Bourdoux, Hans Cappelle, Hichem Sahli 27 Oct 2025 IEEE Radar Conference (RadarConf’25) Paper Synthetic and (Un)Secure: Evaluating Generalized Membership Inference Attacks on Image Data Pasquale Coscia, Stefano Ferrari, Vincenzo Piuri, Ayse Salman Jun 2025 SECRYPT 2025 Paper On the Trustworthiness of Spiking Neural Networks and Neuromorphic Systems Theofilos Spyrou, Haralampos-G. Stratigopoulos, Ihsen Alouani, Said Hamdioui, Anteneh Gebregiorgis 1 July 2025 2025 IEEE European Test Symposium (ETS) Paper Trusted Execution, Updating of AI/ML Models and Sensor Data through Isolation on IoT Devices George Kornaros, Stavros Martini, Nicolas Spyridakis, Alexandra Polixronidou 9 Mar 2026 ΑΙοΤ2025 Conference Paper ApproxGuard: Defending Federated Learning Against Data Reconstruction via Approximate Computing Bilel Tarchoun, Taha Yassine Abidi, Iyad Dayoub, Ihsen Alouani N/A DAC’26 – NY, USA N/A Paper Compact MEOL OxRAM with 14 Conductance Levels for Dense Embedded Inference Computing J. Minguet Lopez, S. Barraud, M. Dampfhoffer, A. Souhaité, T. Dubreuil, J.-M. Pedini 15 May 2025 2025 IEEE International Reliability Physics Symposium (IRPS) Paper granulo-10k: a large-scale benchmark dataset for multiple-view industrial granulometry Pasquale Coscia, Angelo Genovese, Vincenzo Piuri, Fabio Scotti N/A ICIP 2026 N/A Paper Non-IID Is the Real Adversary: How Heterogeneity Amplifies Federated Poisoning Mulualem Anley, Georgios Spathoulas, Jia-Chun Lin, Angelo Genovese, Vincenzo Piuri N/A ACNS 2026 N/A Paper NanoViT: a low-parameter hybrid backbone based on reduced feature superposition N/A N/A ECVA 2026 N/A Paper Enabling Plasticity in FPGA-based SNNs: an EEG Seizure Detection Study Paola Busia, Andrea Matticola, Luigi Raffo, Paolo Meloni, Gianluca Leone 21 Apr 2026 ARC 2026 Paper A Compact Spiking Neural Network for Real-Time Swimming Style Recognition on Low-Power FPGA Matteo Antonio Scrugli, Paolo Meloni 8 Apr 2026 ARC 2026 Paper A Low-Cost Camera-Based Dataset for Few-Shot SMD Assembly Inspection Raffaele Mineo, Amelia Sorrenti, Robin Faro, Gabriele Mineo, Francesco Cancelliere, Alberto Faro 23 Feb 2026 International Conference on Computer Vision – ICCV 2025 (Invited for extension to the Special Issue on Vision-Based Industrial Inspection, Computer Vision and Applications 2026) Paper Exploring Superposition and Interference in State-of-the-Art Low-Parameter Vision Models Lilian Hollard, Lucas Mohimont, Nathalie Gaveau, Luiz-Angelo Steffenel 21 Jul 2025 38th Canadian Conference on Artificial Intelligence (Canadian AI 2025) Paper LeYOLO, New Embedded Architecture for Object Detection Lilian Hollard, Lucas Mohimont, Luiz Angelo Steffenel, Nathalie Gaveau 27 May 2025 22nd Conference on Robots and Vision (CRV’25) Paper LeYOLO, nouvelle architecture embarquée pour la détection d'objets Lilian Hollard, Lucas Mohimont, Nathalie Gaveau, Luiz Angelo Steffenel 29 Jul 2025 Conférence Nationale sur les Applications Pratiques de l’Intelligence Artificielle (APIA 2025) Paper VFM-UDA++: Improving Network Architectures and Data Strategies for Unsupervised Domain Adaptive Semantic Segmentation Bruno B. Englert, Gijs Dubbelman 10 Aug 2025 ICCV 2025 Conference Paper VidEoMT: Your ViT is Secretly Also a Video Segmentation Model Narges Norouzi, Idil Esen Zulfikar, Niccolò Cavagnero, Tommie Kerssies, Bastian Leibe, Gijs Dubbelman, Daan de Geus 4 Mar 2026 IEEE/CVF CVPR 2026 Paper Tinylid: a risc-v accelerated neural network for lidar contaminant classification in autonomous vehicle Grafika Jati, Martin Molan, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva July 2024 ACM International Conference on Computing Frontiers Paper Bio-Inspired Drone Control: A Reinforcement Learning-Trained Spiking Neural Networks for Agile Navigation in Dynamic Environment Yin-Ching Lee, Sebastiano Mengozzi, Luca Zanatta, Andrea Bartolini, Andrea Acquaviva, Francesco Barchi 22 Aug 2025 IEEE International Conference on Omni-layer Intelligent Systems (COINS) Paper 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 Applying Knowledge Distillation on Pre-Trained Model for Early Grapevine Detection Lilian Hollard, Lucas Mohimont 28 June 2023 2nd Workshop on Edge AI for the Smart Agriculture (EAISA) Paper Deep Learning for Post-Harvest Grape Diseases Detection Lucas Mohimont 28 June 2023 2nd Workshop on Edge AI for the Smart Agriculture (EAISA) Paper sEMG-based Gesture Recognition with Spiking Neural Networks on Low-power FPGA Matteo Antonio Scrugli, Gianluca Leone, Paola Busia, and Paolo Meloni 18-19 January 2024 2024 DASIP Workshop Paper On-FPGA Spiking Neural Networks for Integrated Near-Sensor ECG Analysis Matteo Antonio Scrugli, Paola Busia, Gianluca Leone, Paolo Meloni 25-27 March 2024 Design, Automation and Test in Europe 2024 (DATE 2024) Paper Exploiting FPGAs and Spiking Neural Networks at the micro-edge: the EdgeAI approach Paolo Meloni, Paola Busia, Gianluca Leone, Luca Martis, and Matteo A. Scrugli 20-22 March 2024 International Symposium on Applied Reconfigurable Computing 2024 (ARC 2024) Paper Adversarial Defect Synthesis for Industrial Products in Low Data Regime Pasquale Coscia, Angelo Genovese, Fabio Scotti, Vincenzo Piuri 8-11 October 2023 IEEE International Conference on Image Processing (ICIP 2023) Paper Features Disentanglement for Explainable Convolutional Neural Networks Pasquale Coscia, Angelo Genovese, Fabio Scotti, Vincenzo Piuri 27-30 October 2024IEEE International Conference on Image Processing (ICIP 2024) Paper DeepRIoT: Continuous Integration and Deployment of Robotic-IoT Applications Meixun Qu, Jie He, Zlatan Tucaković, Ezio Bartocci, Dejan Ničković, Haris Isaković, Radu Grosui 7 November 2024 Design Automation Conference (DAC 2024) Paper How to Benchmark Vision Foundation Models for Semantic Segmentation? Tommie Kerssies, Daan de Geus, Gijs Dubbelman 10 June 2024CVPR 2024 workshop Paper Tasks Scheduling with Load Balancing in Fog Computing: a Bi-level Multi-Objective Optimization Approach Najwa Kouka, Vincenzo Piuri, Pierangela Samarati 14 July 2024 The Genetic and Evolutionary Computation Conference (GEKKO) 2024 Paper Minimal Preprocessing of ECG Signals for Deep Learning-Based Biometric Systems Zofia Mizgalewicz, Christian R. Cuenca, Massimo W. Rivolta, Ruggero Donida Labati, Fabio Scotti, Vincenzo Piuri 14-16 June 2024IEEE International Conference on Computational Intelligence & Virtual Environments for Measurement Systems and Applications Paper Deep Neural Networks for Assessing the Legal Age from Panoramic Dental X-ray Images Antonio José Aragón Molina, Danilo De Angelis, Ruggero Donida Labati, Fabio Scotti, Vincenzo Piuri 14-16 June 2024 IEEE International Conference on Computational Intelligence & Virtual Environments for Measurement Systems and Applications Paper Evaluating Robustness of Vision Foundation Models for Semantic Segmentation Tommie Kerssies, Daan de Geus, Gijs Dubbelman 8 October 2024Arxiv and ECCV 2024 workshop Paper Deep Neural Networks for Assessing the Legal Age from Panoramic Dental X-ray Images Antonio José Aragón Molina, Danilo De Angelis, Ruggero Donida Labati, Fabio Scotti, Vincenzo Piuri 14-16 June 2024 IEEE International Conference on Computational Intelligence & Virtual Environments for Measurement Systems and Applications Paper
Narges Norouzi, Svetlana Orlova, Daan de Geus, Gijs Dubbelman
14 June 2024
Arxiv and CVPR 2024
Paper
N/A
