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Nicolae Catalin Ristea
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Self-supervised predictive convolutional attentive block for anomaly detection
NC Ristea, N Madan, RT Ionescu, K Nasrollahi, FS Khan, TB Moeslund, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
1312022
ICASSP 2023 Acoustic Echo Cancellation Challenge
R Cutler, A Saabas, T Pärnamaa, M Purin, E Indenbom, NC Ristea, ...
IEEE Open Journal of Signal Processing, 2024
622024
Are you wearing a mask? Improving mask detection from speech using augmentation by cycle-consistent GANs
NC Ristea, RT Ionescu
INTERSPEECH, 2102-2106, 2020
492020
Fully convolutional neural networks for automotive radar interference mitigation
NC Ristea, A Anghel, RT Ionescu
VTC-Fall, 1-5, 2020
392020
Multimodal multi-head convolutional attention with various kernel sizes for medical image super-resolution
MI Georgescu, RT Ionescu, AI Miron, O Savencu, NC Ristea, N Verga, ...
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2023
332023
CyTran: a cycle-consistent transformer with multi-level consistency for non-contrast to contrast CT translation
NC Ristea, AI Miron, O Savencu, MI Georgescu, N Verga, FS Khan, ...
Neurocomputing 538, 126211, 2023
31*2023
Emotion recognition system from speech and visual information based on convolutional neural networks
NC Ristea, LC Duţu, A Radoi
2019 International Conference on Speech Technology and Human-Computer …, 2019
292019
SepTr: Separable Transformer for Audio Spectrogram Processing
NC Ristea, RT Ionescu, FS Khan
INTERSPEECH 2022, 2022
27*2022
Self-supervised masked convolutional transformer block for anomaly detection
N Madan, NC Ristea, RT Ionescu, K Nasrollahi, FS Khan, TB Moeslund, ...
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
24*2023
Self-paced ensemble learning for speech and audio classification
NC Ristea, RT Ionescu
INTERSPEECH, 2836-2840, 2021
18*2021
Complex neural networks for estimating epicentral distance, depth, and magnitude of seismic waves
NC Ristea, A Radoi
IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2021
182021
Nonlinear neurons with human-like apical dendrite activations
MI Georgescu, RT Ionescu, NC Ristea, N Sebe
Applied Intelligence 53 (21), 25984-26007, 2023
162023
An end-to-end emotion recognition framework based on temporal aggregation of multimodal information
A Radoi, A Birhala, NC Ristea, LC Dutu
IEEE Access 9, 135559-135570, 2021
132021
Estimating the magnitude and phase of automotive radar signals under multiple interference sources with fully convolutional networks
NC Ristea, A Anghel, RT Ionescu
IEEE Access 9, 153491-153507, 2021
122021
Deep model with built-in self-attention alignment for acoustic echo cancellation
E Indenbom, NC Ristea, A Saabas, T Pärnamaa, J Guzvin
arXiv preprint arXiv:2208.11308, 2022
92022
ICASSP 2023 Speech Signal Improvement Challenge
R Cutler, A Saabas, B Naderi, NC Ristea, S Braun, R Aichner
IEEE Open Journal of Signal Processing, 2024
82024
Programmable systems for intelligence in automobiles (PRYSTINE): Final results after Year 3
N Druml, A Ryabokon, R Schorn, J Koszescha, K Ozols, A Levinskis, ...
2021 24th Euromicro Conference on Digital System Design (DSD), 268-277, 2021
82021
Temporal aggregation of audio-visual modalities for emotion recognition
A Birhala, CN Ristea, A Radoi, LC Dutu
2020 43rd International Conference on Telecommunications and Signal …, 2020
82020
Lerac: Learning rate curriculum
FA Croitoru, NC Ristea, RT Ionescu, N Sebe
arXiv preprint arXiv:2205.09180, 2022
62022
Programmable Systems for Intelligence in Automobiles (PRYSTINE): Technical Progress after Year 2
N Druml, B Debaillie, A Anghel, NC Ristea, J Fuchs, A Dubey, T Reißland, ...
2020 23rd Euromicro Conference on Digital System Design (DSD), 360-369, 2020
62020
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Articles 1–20