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ORCIDNicolae-Catalin Ristea
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- affiliation: University Politehnica of Bucharest, Romania
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2020 – today
- 2024
[j9]Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu:
Cascaded cross-modal transformer for audio-textual classification. Artif. Intell. Rev. 57(9): 225 (2024)- [j8]Florinel-Alin Croitoru, Nicolae-Catalin Ristea, Dana Dascalescu, Radu Tudor Ionescu
, Fahad Shahbaz Khan, Mubarak Shah:
Lightning fast video anomaly detection via multi-scale adversarial distillation. Comput. Vis. Image Underst. 247: 104074 (2024) - [j7]Neelu Madan, Nicolae-Catalin Ristea, Radu Tudor Ionescu, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah:
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection. IEEE Trans. Pattern Anal. Mach. Intell. 46(1): 525-542 (2024) - [c22]Nicolae-Catalin Ristea, Florinel-Alin Croitoru, Radu Tudor Ionescu, Marius Popescu, Fahad Shahbaz Khan, Mubarak Shah:
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors. CVPR 2024: 15984-15995 - [c21]Nicolae-Catalin Ristea, Ando Saabas, Ross Cutler, Babak Naderi, Sebastian Braun, Solomiya Branets:
ICASSP 2024 Speech Signal Improvement Challenge. ICASSP Workshops 2024: 15-16 - [c20]Babak Naderi, Ross Cutler, Nicolae-Catalin Ristea:
Multi-Dimensional Speech Quality Assessment in Crowdsourcing. ICASSP 2024: 696-700 - [c19]Nicolae-Catalin Ristea, Andrei Anghel, Alexis Mouche, Frédéric Nouguier, Antoine Grouazel, Mihai Datcu:
Multi-Head Transposed Attention Transformer for Sea Ice Segmentation in Sar Imagery. IGARSS 2024: 183-187 - [c18]Rotaru Codrut, Nicolae-Catalin Ristea, Radu Tudor Ionescu:
RoDia: A New Dataset for Romanian Dialect Identification from Speech. NAACL-HLT (Findings) 2024: 279-286 - [c17]Neelu Madan, Nicolae-Catalin Ristea, Kamal Nasrollahi, Thomas B. Moeslund, Radu Tudor Ionescu:
CL-MAE: Curriculum-Learned Masked Autoencoders. WACV 2024: 2480-2490 - [i27]Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu:
Cascaded Cross-Modal Transformer for Audio-Textual Classification. CoRR abs/2401.07575 (2024) - [i26]Nicolae-Catalin Ristea, Ando Saabas, Ross Cutler, Babak Naderi, Sebastian Braun, Solomiya Branets:
ICASSP 2024 Speech Signal Improvement Challenge. CoRR abs/2401.14444 (2024) - 2023
- [j6]Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae-Catalin Ristea, Nicu Sebe:
Nonlinear neurons with human-like apical dendrite activations. Appl. Intell. 53(21): 25984-26007 (2023) - [j5]Nicolae-Catalin Ristea, Andreea-Iuliana Miron, Olivian Savencu, Mariana-Iuliana Georgescu, Nicolae Verga, Fahad Shahbaz Khan, Radu Tudor Ionescu:
CyTran: A cycle-consistent transformer with multi-level consistency for non-contrast to contrast CT translation. Neurocomputing 538: 126211 (2023) - [j4]Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron:
Guided Unsupervised Learning by Subaperture Decomposition for Ocean SAR Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 61: 1-11 (2023) - [c16]Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu:
Sea Ice Segmentation from SAR Data by Convolutional Transformer Networks. IGARSS 2023: 168-171 - [c15]Nicolae-Catalin Ristea, Evgenii Indenbom, Ando Saabas, Tanel Pärnamaa, Jegor Guzvin, Ross Cutler:
DeepVQE: Real Time Deep Voice Quality Enhancement for Joint Acoustic Echo Cancellation, Noise Suppression and Dereverberation. INTERSPEECH 2023: 3819-3823 - [c14]Nicolae-Catalin Ristea, Radu Tudor Ionescu:
Cascaded Cross-Modal Transformer for Request and Complaint Detection. ACM Multimedia 2023: 9467-9471 - [c13]Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Miron, Olivian Savencu, Nicolae-Catalin Ristea, Nicolae Verga, Fahad Shahbaz Khan:
Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution. WACV 2023: 2194-2204 - [i25]Evgenii Indenbom, Nicolae-Catalin Ristea, Ando Saabas, Tanel Pärnamaa, Jegor Guzvin, Ross Cutler:
DeepVQE: Real Time Deep Voice Quality Enhancement for Joint Acoustic Echo Cancellation, Noise Suppression and Dereverberation. CoRR abs/2306.03177 (2023) - [i24]Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu:
Sea Ice Segmentation From SAR Data by Convolutional Transformer Networks. CoRR abs/2306.07649 (2023) - [i23]Nicolae-Catalin Ristea, Florinel-Alin Croitoru, Radu Tudor Ionescu, Marius Popescu, Fahad Shahbaz Khan, Mubarak Shah:
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors. CoRR abs/2306.12041 (2023) - [i22]Nicolae-Catalin Ristea, Radu Tudor Ionescu:
Cascaded Cross-Modal Transformer for Request and Complaint Detection. CoRR abs/2307.15097 (2023) - [i21]Neelu Madan, Nicolae-Catalin Ristea, Kamal Nasrollahi, Thomas B. Moeslund, Radu Tudor Ionescu:
CL-MAE: Curriculum-Learned Masked Autoencoders. CoRR abs/2308.16572 (2023) - [i20]Codrut Rotaru, Nicolae-Catalin Ristea, Radu Tudor Ionescu:
RoDia: A New Dataset for Romanian Dialect Identification from Speech. CoRR abs/2309.03378 (2023) - [i19]Babak Naderi, Ross Cutler, Nicolae-Catalin Ristea:
Multi-dimensional Speech Quality Assessment in Crowdsourcing. CoRR abs/2309.07385 (2023) - [i18]Ross Cutler, Ando Saabas, Tanel Pärnamaa, Marju Purin, Evgenii Indenbom, Nicolae-Catalin Ristea, Jegor Guzvin, Hannes Gamper, Sebastian Braun, Robert Aichner:
ICASSP 2023 Acoustic Echo Cancellation Challenge. CoRR abs/2309.12553 (2023) - 2022
- [j3]Nicolae-Catalin Ristea, Anamaria Radoi:
Complex Neural Networks for Estimating Epicentral Distance, Depth, and Magnitude of Seismic Waves. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [c12]Nicolae-Catalin Ristea, Neelu Madan, Radu Tudor Ionescu, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah:
Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection. CVPR 2022: 13566-13576 - [c11]Antonio Chirtu, Nicolae-Catalin Ristea, Anamaria Radoi:
Convolutional Transformersl for Aerial Image Classification: a General to Specific Learning Curve. IGARSS 2022: 659-662 - [c10]Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron:
Guided Deep Learning by Subaperture Decomposition: Ocean Patterns from SAR Imagery. IGARSS 2022: 6825-6828 - [c9]Nicolae-Catalin Ristea, Radu Tudor Ionescu, Fahad Shahbaz Khan:
SepTr: Separable Transformer for Audio Spectrogram Processing. INTERSPEECH 2022: 4103-4107 - [i17]Nicolae-Catalin Ristea, Radu Tudor Ionescu, Fahad Shahbaz Khan:
SepTr: Separable Transformer for Audio Spectrogram Processing. CoRR abs/2203.09581 (2022) - [i16]Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Miron, Olivian Savencu, Nicolae-Catalin Ristea, Nicolae Verga, Fahad Shahbaz Khan:
Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution. CoRR abs/2204.04218 (2022) - [i15]Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron:
Guided deep learning by subaperture decomposition: ocean patterns from SAR imagery. CoRR abs/2204.04438 (2022) - [i14]Florinel-Alin Croitoru, Nicolae-Catalin Ristea, Radu Tudor Ionescu, Nicu Sebe:
LeRaC: Learning Rate Curriculum. CoRR abs/2205.09180 (2022) - [i13]Evgenii Indenbom, Nicolae-Catalin Ristea, Ando Saabas, Tanel Pärnamaa, Jegor Guzvin:
Deep model with built-in self-attention alignment for acoustic echo cancellation. CoRR abs/2208.11308 (2022) - [i12]Neelu Madan, Nicolae-Catalin Ristea, Radu Tudor Ionescu, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah:
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection. CoRR abs/2209.12148 (2022) - [i11]Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron:
Guided Unsupervised Learning by Subaperture Decomposition for Ocean SAR Image Retrieval. CoRR abs/2209.15034 (2022) - [i10]Nicolae-Catalin Ristea, Florinel-Alin Croitoru, Dana Dascalescu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Mubarak Shah:
Lightning Fast Video Anomaly Detection via Adversarial Knowledge Distillation. CoRR abs/2211.15597 (2022) - 2021
- [j2]Anamaria Radoi, Andreea Birhala, Nicolae-Catalin Ristea, Liviu-Cristian Dutu:
An End-To-End Emotion Recognition Framework Based on Temporal Aggregation of Multimodal Information. IEEE Access 9: 135559-135570 (2021) - [j1]Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu:
Estimating the Magnitude and Phase of Automotive Radar Signals Under Multiple Interference Sources With Fully Convolutional Networks. IEEE Access 9: 153491-153507 (2021) - [c8]Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu, Yonina C. Eldar:
Automotive Radar Interference Mitigation With Unfolded Robust PCA Based on Residual Overcomplete Auto-Encoder Blocks. CVPR Workshops 2021: 3209-3214 - [c7]Norbert Druml, Anna Ryabokon, Rupert Schorn, Jochen Koszescha, Kaspars Ozols, Aleksandrs Levinskis, Rihards Novickis, Ethiopia Nigussie, Jouni Isoaho, Selim Solmaz, Georg Stettinger, Sergio E. Diaz, Mauricio Marcano, Jorge Villagra, Juan Medina, Martina Schwarz, Antonio Artuñedo, Mauro Comi, Rutger Beekelaar, Onur Özçelik, Elif Aksu Tasdelen, Yesim Gürbüz, Jan Saijets, Jukka Kyynäräinen, Dmitry Morits, Björn Debaillie, Maxim Rykunov, Joan Escamilla, Jarno Vanne, Tomi Korhonen, Kalle Holma, Eva-Maria Matzhold, Carlo Novara, Fabio Tango, Paolo Burgio, Giuseppe Calafiore, Milad Karimshoushtari, Emilie Boulay, Miguel Dhaens, Kylian Praet, Han Zwijnenberg, Henri Palm, David Aledo Ortega, Ercan Kalali, Tuomas Pensala, Arto Kyytinen, Morten Larsen, Omar Veledar, Georg Macher, Michael Lafer, Lorenzo Giraudi, Jakob Reckenzaun, Daniel Hammer, Naveen Mohan, Josef Schmid, Alfred Höß, Shai Ophir, Anand Dubey, Jonas Fuchs, Maximilian Lübke, Andrei Anghel, Nicolae-Catalin Ristea, Martin Törngren, Alua Musralina, Marlene Harter, Joseena Memadathil Jose, George Dimitrakopoulos:
Programmable Systems for Intelligence in Automobiles (PRYSTINE): Final results after Year 3. DSD 2021: 268-277 - [c6]Nicolae-Catalin Ristea, Radu Tudor Ionescu:
Self-Paced Ensemble Learning for Speech and Audio Classification. Interspeech 2021: 2836-2840 - [i9]Nicolae-Catalin Ristea, Radu Tudor Ionescu:
Self-paced ensemble learning for speech and audio classification. CoRR abs/2103.11988 (2021) - [i8]Nicolae-Catalin Ristea, Andreea-Iuliana Miron, Olivian Savencu, Mariana-Iuliana Georgescu, Nicolae Verga, Fahad Shahbaz Khan, Radu Tudor Ionescu:
CyTran: Cycle-Consistent Transformers for Non-Contrast to Contrast CT Translation. CoRR abs/2110.06400 (2021) - [i7]Nicolae-Catalin Ristea, Neelu Madan, Radu Tudor Ionescu, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah:
Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection. CoRR abs/2111.09099 (2021) - 2020
- [c5]Norbert Druml, Björn Debaillie, Andrei Anghel, Nicolae-Catalin Ristea, Jonas Fuchs, Anand Dubey, Torsten Reißland, Maike Hartstem, Viktor Rack, Anna Ryabokon, Kaspars Ozols, Rihards Novickis, Aleksandrs Levinskis, Omar Veledar, Georg Macher, Johannes Jany-Luig, Selim Solmaz, Jakob Reckenzaun, Naveen Mohan, Shai Ophir, Georg Stettinger, Sergio E. Diaz, Mauricio Marcano, Jorge Villagra, Andrea Castellano, Rutger Beekelaar, Fabio Tango, Jarno Vanne, Kalle Holma, Oguz Icoglu, George Dimitrakopoulos:
Programmable Systems for Intelligence in Automobiles (PRYSTINE): Technical Progress after Year 2. DSD 2020: 360-369 - [c4]Nicolae-Catalin Ristea, Radu Tudor Ionescu:
Are you Wearing a Mask? Improving Mask Detection from Speech Using Augmentation by Cycle-Consistent GANs. INTERSPEECH 2020: 2102-2106 - [c3]Andreea Birhala, Catalin Nicolae Ristea, Anamaria Radoi, Liviu-Cristian Dutu:
Temporal aggregation of audio-visual modalities for emotion recognition. TSP 2020: 305-308 - [c2]Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu:
Fully Convolutional Neural Networks for Automotive Radar Interference Mitigation. VTC Fall 2020: 1-5 - [i6]Nicolae-Catalin Ristea, Liviu-Cristian Dutu, Anamaria Radoi:
Emotion Recognition System from Speech and Visual Information based on Convolutional Neural Networks. CoRR abs/2003.00351 (2020) - [i5]Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae-Catalin Ristea, Nicu Sebe:
Non-linear Neurons with Human-like Apical Dendrite Activations. CoRR abs/2003.03229 (2020) - [i4]Nicolae-Catalin Ristea, Radu Tudor Ionescu:
Are you wearing a mask? Improving mask detection from speech using augmentation by cycle-consistent GANs. CoRR abs/2006.10147 (2020) - [i3]Andreea Birhala, Catalin Nicolae Ristea, Anamaria Radoi, Liviu-Cristian Dutu:
Temporal aggregation of audio-visual modalities for emotion recognition. CoRR abs/2007.04364 (2020) - [i2]Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu:
Estimating Magnitude and Phase of Automotive Radar Signals under Multiple Interference Sources with Fully Convolutional Networks. CoRR abs/2008.05948 (2020) - [i1]Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu, Yonina C. Eldar:
Automotive Radar Interference Mitigation with Unfolded Robust PCA based on Residual Overcomplete Auto-Encoder Blocks. CoRR abs/2010.10357 (2020)
2010 – 2019
- 2019
- [c1]Nicolae-Catalin Ristea, Liviu-Cristian Dutu, Anamaria Radoi:
Emotion Recognition System from Speech and Visual Information based on Convolutional Neural Networks. SpeD 2019: 1-6
Coauthor Index
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last updated on 2024-10-07 22:17 CEST by the dblp team
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