Cristian Cioflan

19 papers A* 1A 2B 2Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient On-Device Domain Learning for Keyword Spotting on Ultra-Low-Power Platforms.
IEEE Internet Things J.
Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini
2025 J jnl
An Ultra-Low Power Wearable BMI System With Continual Learning Capabilities.
IEEE Trans. Biomed. Circuits Syst.
Lan Mei, Thorir Mar Ingolfsson, Cristian Cioflan, Victor Javier Kartsch Morinigo, Andrea Cossettini, Xiaying Wang, Luca Benini
2025 B conf
NanoHydra: Energy-Efficient Time-Series Classification at the Edge.
IJCNN
Cristian Cioflan, José Fonseca, Xiaying Wang, Luca Benini
2025 J jnl
On-Device Federated Continual Learning on RISC-V-based Ultra-Low-Power SoC for Intelligent Nano-Drone Swarms.
CoRR
Lars Kröger, Cristian Cioflan, Victor Javier Kartsch, Luca Benini
2024 A conf
12 mJ Per Class On-Device Online Few-Shot Class-Incremental Learning.
DATE
Yoga Esa Wibowo, Cristian Cioflan, Thorir Mar Ingolfsson, Michael Hersche, Leo Zhao, Abbas Rahimi, Luca Benini
2024 J jnl
12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning.
CoRR
Yoga Esa Wibowo, Cristian Cioflan, Thorir Mar Ingolfsson, Michael Hersche, Leo Zhao, Abbas Rahimi, Luca Benini
2024 J jnl
An Ultra-Low Power Wearable BMI System with Continual Learning Capabilities.
CoRR
Lan Mei, Thorir Mar Ingolfsson, Cristian Cioflan, Victor Javier Kartsch, Andrea Cossettini, Xiaying Wang, Luca Benini
2024 J jnl
Boosting keyword spotting through on-device learnable user speech characteristics.
CoRR
Cristian Cioflan, Lukas Cavigelli, Luca Benini
2024 — conf
On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems.
AICAS
Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini
2024 J jnl
On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems.
CoRR
Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini
2024 J jnl
Stargate: Multimodal Sensor Fusion for Autonomous Navigation on Miniaturized UAVs.
IEEE Internet Things J.
Konstantin Kalenberg, Hanna Müller, Tommaso Polonelli, Alberto Schiaffino, Vlad Niculescu, Cristian Cioflan, Michele Magno, Luca Benini
2024 — conf
Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine Interfaces.
BioCAS
Lan Mei, Cristian Cioflan, Thorir Mar Ingolfsson, Victor Javier Kartsch, Andrea Cossettini, Xiaying Wang, Luca Benini
2024 J jnl
Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine Interfaces.
CoRR
Lan Mei, Cristian Cioflan, Thorir Mar Ingolfsson, Victor Javier Kartsch, Andrea Cossettini, Xiaying Wang, Luca Benini
2024 A conf
Work in Progress: Linear Transformers for TinyML.
DATE
Moritz Scherer, Cristian Cioflan, Michele Magno, Luca Benini
2023 B conf
Improving Data-Scarce Image Classification Through Multimodal Synthetic Data Pretraining.
SAS
Carl Brander, Cristian Cioflan, Vlad Niculescu, Hanna Müller, Tommaso Polonelli, Michele Magno, Luca Benini
2023 — conf
Securing Tiny Transformer-Based Computer Vision Models: Evaluating Real-World Patch Attacks.
WF-IoT
Andrea Mattei, Moritz Scherer, Cristian Cioflan, Michele Magno, Luca Benini
2022 — conf
Towards On-device Domain Adaptation for Noise-Robust Keyword Spotting.
AICAS
Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini
2021 A* conf
MS-RANAS: Multi-Scale Resource-Aware Neural Architecture Search.
ICRA
Cristian Cioflan, Radu Timofte
2020 J jnl
MS-RANAS: Multi-Scale Resource-Aware Neural Architecture Search.
CoRR
Cristian Cioflan, Radu Timofte