Cristian Cioflan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Computer Vision

Neural Architecture

Keyword Spotting

Top Venues

Publications

Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini
On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems. AICAS (2024)
Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini
On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems. CoRR (2024)
Yoga Esa Wibowo, Cristian Cioflan, Thorir Mar Ingolfsson, Michael Hersche, Leo Zhao, Abbas Rahimi, Luca Benini
12 mJ Per Class On-Device Online Few-Shot Class-Incremental Learning. DATE (2024)
Konstantin Kalenberg, Hanna Müller, Tommaso Polonelli, Alberto Schiaffino, Vlad Niculescu, Cristian Cioflan, Michele Magno, Luca Benini
Stargate: Multimodal Sensor Fusion for Autonomous Navigation on Miniaturized UAVs. IEEE Internet Things J. 11 (12) (2024)
Cristian Cioflan, Lukas Cavigelli, Luca Benini
Boosting keyword spotting through on-device learnable user speech characteristics. CoRR (2024)
Moritz Scherer, Cristian Cioflan, Michele Magno, Luca Benini
Work in Progress: Linear Transformers for TinyML. DATE (2024)
Yoga Esa Wibowo, Cristian Cioflan, Thorir Mar Ingolfsson, Michael Hersche, Leo Zhao, Abbas Rahimi, Luca Benini
12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning. CoRR (2024)
Carl Brander, Cristian Cioflan, Vlad Niculescu, Hanna Müller, Tommaso Polonelli, Michele Magno, Luca Benini
Improving Data-Scarce Image Classification Through Multimodal Synthetic Data Pretraining. SAS (2023)
Andrea Mattei, Moritz Scherer, Cristian Cioflan, Michele Magno, Luca Benini
Securing Tiny Transformer-Based Computer Vision Models: Evaluating Real-World Patch Attacks. WF-IoT (2023)
Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini
Towards On-device Domain Adaptation for Noise-Robust Keyword Spotting. AICAS (2022)
Cristian Cioflan, Radu Timofte
MS-RANAS: Multi-Scale Resource-Aware Neural Architecture Search. ICRA (2021)
Cristian Cioflan, Radu Timofte
MS-RANAS: Multi-Scale Resource-Aware Neural Architecture Search. CoRR (2020)