Ana Neacsu

According to our database, Ana Neacsu authored at least 16 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

EMG-Based Automatic Gesture Recognition Using Lipschitz-Regularized Neural Networks.

Ana Neacsu, Jean-Christophe Pesquet, Corneliu Burileanu

ACM Trans. Intell. Syst. Technol., April, 2024

Training Graph Neural Networks Subject to a Tight Lipschitz Constraint.

Simona Ioana Juvina, Ana Antonia Neacsu, Jérôme Rony, Jean-Christophe Pesquet, Corneliu Burileanu, Ismail Ben Ayed

Trans. Mach. Learn. Res., 2024

Are Almost Non-Negative Neural Networks Universal Approximators?

Vlad Vasilescu, Ana Neacsu, Jean-Christophe Pesquet

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

Testing the Robustness of Deepfake Detectors.

Andrei Radu, Ana Neacsu

Proceedings of the 15th International Conference on Communications, 2024

Robust and hardware agnostic EEG signal processing tool.

Dan Curavale, Cristina Andronache, Ana Neacsu

Proceedings of the 15th International Conference on Communications, 2024

2023

Robust Deep learning methods inspired by signal processing algorithms. (Méthodes robustes d'apprentissage profond inspirées d'algorithmes de traitement du signal / Metode robuste de învăt, are profundă inspirate din algoritmi de procesare de semnal).

Ana Neacsu

PhD thesis, 2023

Automatic Audio Upmixing Based on Source Separation and Ambient Extraction Algorithms.

Marian Negru, Bogdan Morosanu, Ana Neacsu, Dragos Draghicescu, Cristian Negrescu

Proceedings of the International Conference on Speech Technology and Human-Computer Dialogue, 2023

Personalized Multi-Track Leveling Algorithm.

Bogdan Morosanu, Marian Negru, Ana Neacsu, Cristian Negrescu, Constantin Paleologu

Proceedings of the International Conference on Speech Technology and Human-Computer Dialogue, 2023

2022

Automatic Gesture Recognition Framework Based on Forearm EMG Activity.

Cristina Andronache, Marian Negru, Ioana Baditoiu, George Cioroiu, Ana Neacsu, Corneliu Burileanu

Proceedings of the 45th International Conference on Telecommunications and Signal Processing, 2022

Design of Robust Complex-Valued Feed-Forward Neural Networks.

Ana Neacsu, Razvan Ciubotaru, Jean-Christophe Pesquet, Corneliu Burileanu

Proceedings of the 30th European Signal Processing Conference, 2022

2021

A Deep Learning Approach For Improved Segmentation Of Lesions Related To Covid-19 Chest CT Scans.

Vlad Vasilescu, Ana Neacsu, Emilie Chouzenoux, Jean-Christophe Pesquet, Corneliu Burileanu

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

Towards extending real-time EMG-based gesture recognition system.

Cristina Andronache, Marian Negru, Ana Neacsu, George Cioroiu, Anamaria Radoi, Corneliu Burileanu

Proceedings of the 43rd International Conference on Telecommunications and Signal Processing, 2020

Accuracy-Robustness Trade-Off for Positively Weighted Neural Networks.

Ana Neacsu, Jean-Christophe Pesquet, Corneliu Burileanu

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Signal Denoising Using a New Class of Robust Neural Networks.

Ana Neacsu, Kavya Gupta, Jean-Christophe Pesquet, Corneliu Burileanu

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Automatic EMG-based Hand Gesture Recognition System using Time-Domain Descriptors and Fully-Connected Neural Networks.

Ana Antonia Neacsu, George Cioroiu, Anamaria Radoi, Corneliu Burileanu

Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

2017

Autonomous System for Performing Dexterous, Human-Level Manipulation Tasks as Response to External Stimuli in Real Time.

Ana Neacsu, Corneliu Burileanu, Horia Cucu

Proceedings of the Future Access Enablers for Ubiquitous and Intelligent Infrastructures, 2017