Nicolae-Catalin Ristea

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 51

Top Topics

Emotion Recognition

Convolutional Network

Top Venues

Publications

Neelu Madan, Nicolae-Catalin Ristea, Kamal Nasrollahi, Thomas B. Moeslund, Radu Tudor Ionescu
CL-MAE: Curriculum-Learned Masked Autoencoders. WACV (2024)
Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu
Cascaded cross-modal transformer for audio-textual classification. Artif. Intell. Rev. 57 (9) (2024)
Nicolae-Catalin Ristea, Ando Saabas, Ross Cutler, Babak Naderi, Sebastian Braun, Solomiya Branets
ICASSP 2024 Speech Signal Improvement Challenge. CoRR (2024)
Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu
Cascaded Cross-Modal Transformer for Audio-Textual Classification. CoRR (2024)
Babak Naderi, Ross Cutler, Nicolae-Catalin Ristea
Multi-Dimensional Speech Quality Assessment in Crowdsourcing. ICASSP (2024)
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) (2024)
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 (2024)
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 (2023)
Nicolae-Catalin Ristea, Radu Tudor Ionescu
Cascaded Cross-Modal Transformer for Request and Complaint Detection. ACM Multimedia (2023)
Babak Naderi, Ross Cutler, Nicolae-Catalin Ristea
Multi-dimensional Speech Quality Assessment in Crowdsourcing. CoRR (2023)
Nicolae-Catalin Ristea, Radu Tudor Ionescu
Cascaded Cross-Modal Transformer for Request and Complaint Detection. CoRR (2023)
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 (2023)
Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu
Sea Ice Segmentation from SAR Data by Convolutional Transformer Networks. IGARSS (2023)
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae-Catalin Ristea, Nicu Sebe
Nonlinear neurons with human-like apical dendrite activations. Appl. Intell. 53 (21) (2023)
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)
Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu
Sea Ice Segmentation From SAR Data by Convolutional Transformer Networks. CoRR (2023)
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 (2023)
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 (2023)
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)
Neelu Madan, Nicolae-Catalin Ristea, Kamal Nasrollahi, Thomas B. Moeslund, Radu Tudor Ionescu
CL-MAE: Curriculum-Learned Masked Autoencoders. CoRR (2023)
Codrut Rotaru, Nicolae-Catalin Ristea, Radu Tudor Ionescu
RoDia: A New Dataset for Romanian Dialect Identification from Speech. CoRR (2023)
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 (2023)
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 (2022)
Antonio Chirtu, Nicolae-Catalin Ristea, Anamaria Radoi
Convolutional Transformersl for Aerial Image Classification: a General to Specific Learning Curve. IGARSS (2022)
Nicolae-Catalin Ristea, Anamaria Radoi
Complex Neural Networks for Estimating Epicentral Distance, Depth, and Magnitude of Seismic Waves. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Evgenii Indenbom, Nicolae-Catalin Ristea, Ando Saabas, Tanel Pärnamaa, Jegor Guzvin
Deep model with built-in self-attention alignment for acoustic echo cancellation. CoRR (2022)
Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron
Guided Unsupervised Learning by Subaperture Decomposition for Ocean SAR Image Retrieval. CoRR (2022)
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)
Florinel-Alin Croitoru, Nicolae-Catalin Ristea, Radu Tudor Ionescu, Nicu Sebe
LeRaC: Learning Rate Curriculum. CoRR (2022)
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 (2022)
Nicolae-Catalin Ristea, Radu Tudor Ionescu, Fahad Shahbaz Khan
SepTr: Separable Transformer for Audio Spectrogram Processing. CoRR (2022)
Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron
Guided Deep Learning by Subaperture Decomposition: Ocean Patterns from SAR Imagery. IGARSS (2022)
Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron
Guided deep learning by subaperture decomposition: ocean patterns from SAR imagery. CoRR (2022)
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 (2022)
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 (2021)
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 (2021)
Nicolae-Catalin Ristea, Radu Tudor Ionescu
Self-Paced Ensemble Learning for Speech and Audio Classification. Interspeech (2021)
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)
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 (2021)
Nicolae-Catalin Ristea, Radu Tudor Ionescu
Self-paced ensemble learning for speech and audio classification. CoRR (2021)
Norbert Druml, Anna Ryabokon, Rupert Schorn, Jochen Koszescha, Kaspars Ozols, Aleksandrs Levinskis, Rihards Novickis, Ethiopia Nigussie, Jouni Isoaho, Selim Solmaz, Georg Stettinger, Sergio 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)
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 (2021)
Nicolae-Catalin Ristea, Radu Tudor Ionescu
Are you wearing a mask? Improving mask detection from speech using augmentation by cycle-consistent GANs. CoRR (2020)
Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu
Fully Convolutional Neural Networks for Automotive Radar Interference Mitigation. VTC Fall (2020)
Nicolae-Catalin Ristea, Liviu-Cristian Dutu, Anamaria Radoi
Emotion Recognition System from Speech and Visual Information based on Convolutional Neural Networks. CoRR (2020)
Nicolae-Catalin Ristea, Radu Tudor Ionescu
Are you Wearing a Mask? Improving Mask Detection from Speech Using Augmentation by Cycle-Consistent GANs. INTERSPEECH (2020)
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 (2020)
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)
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae-Catalin Ristea, Nicu Sebe
Non-linear Neurons with Human-like Apical Dendrite Activations. CoRR (2020)
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 (2020)
Nicolae-Catalin Ristea, Liviu-Cristian Dutu, Anamaria Radoi
Emotion Recognition System from Speech and Visual Information based on Convolutional Neural Networks. SpeD (2019)