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 | 144 | 2022 |
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 | 67 | 2024 |
Are you wearing a mask? Improving mask detection from speech using augmentation by cycle-consistent GANs NC Ristea, RT Ionescu INTERSPEECH, 2102-2106, 2020 | 49 | 2020 |
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 | 40 | 2023 |
Fully convolutional neural networks for automotive radar interference mitigation NC Ristea, A Anghel, RT Ionescu VTC-Fall, 1-5, 2020 | 40 | 2020 |
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 | 35* | 2023 |
SepTr: Separable Transformer for Audio Spectrogram Processing NC Ristea, RT Ionescu, FS Khan INTERSPEECH 2022, 2022 | 30* | 2022 |
Emotion recognition system from speech and visual information based on convolutional neural networks NC Ristea, LC Duțu, A Radoi 2019 International Conference on Speech Technology and Human-Computer …, 2019 | 30 | 2019 |
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 | 29* | 2023 |
Self-paced ensemble learning for speech and audio classification NC Ristea, RT Ionescu INTERSPEECH, 2836-2840, 2021 | 21* | 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 | 19 | 2021 |
Nonlinear neurons with human-like apical dendrite activations MI Georgescu, RT Ionescu, NC Ristea, N Sebe Applied Intelligence 53 (21), 25984-26007, 2023 | 17 | 2023 |
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 | 15 | 2021 |
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 | 13 | 2021 |
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 | 12 | 2022 |
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 | 9 | 2024 |
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 | 9 | 2021 |
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 | 8 | 2020 |
Lerac: Learning rate curriculum FA Croitoru, NC Ristea, RT Ionescu, N Sebe arXiv preprint arXiv:2205.09180, 2022 | 6 | 2022 |
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 | 6 | 2020 |