Nicolae-Catalin Ristea

60 papers A* 3A 6C 6Misc 1Journal 38Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark. EACL (Findings) Ioan-Paul Ciobanu, Andrei-Iulian Hîji, Nicolae-Catalin Ristea, Paul Irofti, Cristian Rusu, Radu Tudor Ionescu
2025	J	`jnl`	Learning Rate Curriculum. Int. J. Comput. Vis. Florinel-Alin Croitoru, Nicolae-Catalin Ristea, Radu Tudor Ionescu, Nicu Sebe
2025	J	`jnl`	XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark. CoRR Ioan-Paul Ciobanu, Andrei Iulian Hîji, Nicolae-Catalin Ristea, Paul Irofti, Cristian Rusu, Radu Tudor Ionescu
2024	A	`conf`	CL-MAE: Curriculum-Learned Masked Autoencoders. WACV Neelu Madan, Nicolae-Catalin Ristea, Kamal Nasrollahi, Thomas B. Moeslund, Radu Tudor Ionescu
2024	J	`jnl`	Cascaded Cross-Modal Transformer for Audio-Textual Classification. CoRR Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu
2024	J	`jnl`	Cascaded cross-modal transformer for audio-textual classification. Artif. Intell. Rev. Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu
2024	J	`jnl`	Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook. CoRR Florinel-Alin Croitoru, Andrei Iulian Hîji, Vlad Hondru, Nicolae-Catalin Ristea, Paul Irofti, Marius Popescu, Cristian Rusu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Mubarak Shah
2024	—	`conf`	ICASSP 2024 Speech Signal Improvement Challenge. ICASSP Workshops Nicolae-Catalin Ristea, Ando Saabas, Ross Cutler, Babak Naderi, Sebastian Braun, Solomiya Branets
2024	J	`jnl`	ICASSP 2024 Speech Signal Improvement Challenge. CoRR Nicolae-Catalin Ristea, Ando Saabas, Ross Cutler, Babak Naderi, Sebastian Braun, Solomiya Branets
2024	J	`jnl`	Lightning fast video anomaly detection via multi-scale adversarial distillation. Comput. Vis. Image Underst. Florinel-Alin Croitoru, Nicolae-Catalin Ristea, Dana Dascalescu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Mubarak Shah
2024	Misc	`conf`	Multi-Dimensional Speech Quality Assessment in Crowdsourcing. ICASSP Babak Naderi, Ross Cutler, Nicolae-Catalin Ristea
2024	C	`conf`	Multi-Head Transposed Attention Transformer for Sea Ice Segmentation in Sar Imagery. IGARSS Nicolae-Catalin Ristea, Andrei Anghel, Alexis Mouche, Frédéric Nouguier, Antoine Grouazel, Mihai Datcu
2024	—	`conf`	RoDia: A New Dataset for Romanian Dialect Identification from Speech. NAACL-HLT (Findings) Rotaru Codrut, Nicolae-Catalin Ristea, Radu Tudor Ionescu
2024	A*	`conf`	Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors. CVPR Nicolae-Catalin Ristea, Florinel-Alin Croitoru, Radu Tudor Ionescu, Marius Popescu, Fahad Shahbaz Khan, Mubarak Shah
2024	J	`jnl`	Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection. IEEE Trans. Pattern Anal. Mach. Intell. Neelu Madan, Nicolae-Catalin Ristea, Radu Tudor Ionescu, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah
2023	J	`jnl`	CL-MAE: Curriculum-Learned Masked Autoencoders. CoRR Neelu Madan, Nicolae-Catalin Ristea, Kamal Nasrollahi, Thomas B. Moeslund, Radu Tudor Ionescu
2023	A*	`conf`	Cascaded Cross-Modal Transformer for Request and Complaint Detection. ACM Multimedia Nicolae-Catalin Ristea, Radu Tudor Ionescu
2023	J	`jnl`	Cascaded Cross-Modal Transformer for Request and Complaint Detection. CoRR Nicolae-Catalin Ristea, Radu Tudor Ionescu
2023	J	`jnl`	CyTran: A cycle-consistent transformer with multi-level consistency for non-contrast to contrast CT translation. Neurocomputing Nicolae-Catalin Ristea, Andreea-Iuliana Miron, Olivian Savencu, Mariana-Iuliana Georgescu, Nicolae Verga, Fahad Shahbaz Khan, Radu Tudor Ionescu
2023	A	`conf`	DeepVQE: Real Time Deep Voice Quality Enhancement for Joint Acoustic Echo Cancellation, Noise Suppression and Dereverberation. INTERSPEECH Nicolae-Catalin Ristea, Evgenii Indenbom, Ando Saabas, Tanel Pärnamaa, Jegor Guzvin, Ross Cutler
2023	J	`jnl`	DeepVQE: Real Time Deep Voice Quality Enhancement for Joint Acoustic Echo Cancellation, Noise Suppression and Dereverberation. CoRR Evgenii Indenbom, Nicolae-Catalin Ristea, Ando Saabas, Tanel Pärnamaa, Jegor Guzvin, Ross Cutler
2023	J	`jnl`	Guided Unsupervised Learning by Subaperture Decomposition for Ocean SAR Image Retrieval. IEEE Trans. Geosci. Remote. Sens. Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron
2023	J	`jnl`	ICASSP 2023 Acoustic Echo Cancellation Challenge. CoRR Ross Cutler, Ando Saabas, Tanel Pärnamaa, Marju Purin, Evgenii Indenbom, Nicolae-Catalin Ristea, Jegor Guzvin, Hannes Gamper, Sebastian Braun, Robert Aichner
2023	J	`jnl`	Multi-dimensional Speech Quality Assessment in Crowdsourcing. CoRR Babak Naderi, Ross Cutler, Nicolae-Catalin Ristea
2023	A	`conf`	Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution. WACV Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Miron, Olivian Savencu, Nicolae-Catalin Ristea, Nicolae Verga, Fahad Shahbaz Khan
2023	J	`jnl`	Nonlinear neurons with human-like apical dendrite activations. Appl. Intell. Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae-Catalin Ristea, Nicu Sebe
2023	J	`jnl`	RoDia: A New Dataset for Romanian Dialect Identification from Speech. CoRR Codrut Rotaru, Nicolae-Catalin Ristea, Radu Tudor Ionescu
2023	J	`jnl`	Sea Ice Segmentation From SAR Data by Convolutional Transformer Networks. CoRR Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu
2023	C	`conf`	Sea Ice Segmentation from SAR Data by Convolutional Transformer Networks. IGARSS Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu
2023	J	`jnl`	Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors. CoRR Nicolae-Catalin Ristea, Florinel-Alin Croitoru, Radu Tudor Ionescu, Marius Popescu, Fahad Shahbaz Khan, Mubarak Shah
2022	J	`jnl`	Complex Neural Networks for Estimating Epicentral Distance, Depth, and Magnitude of Seismic Waves. IEEE Geosci. Remote. Sens. Lett. Nicolae-Catalin Ristea, Anamaria Radoi
2022	C	`conf`	Convolutional Transformersl for Aerial Image Classification: a General to Specific Learning Curve. IGARSS Antonio Chirtu, Nicolae-Catalin Ristea, Anamaria Radoi
2022	J	`jnl`	Deep model with built-in self-attention alignment for acoustic echo cancellation. CoRR Evgenii Indenbom, Nicolae-Catalin Ristea, Ando Saabas, Tanel Pärnamaa, Jegor Guzvin
2022	C	`conf`	Guided Deep Learning by Subaperture Decomposition: Ocean Patterns from SAR Imagery. IGARSS Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron
2022	J	`jnl`	Guided Unsupervised Learning by Subaperture Decomposition for Ocean SAR Image Retrieval. CoRR Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron
2022	J	`jnl`	Guided deep learning by subaperture decomposition: ocean patterns from SAR imagery. CoRR Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron
2022	J	`jnl`	LeRaC: Learning Rate Curriculum. CoRR Florinel-Alin Croitoru, Nicolae-Catalin Ristea, Radu Tudor Ionescu, Nicu Sebe
2022	J	`jnl`	Lightning Fast Video Anomaly Detection via Adversarial Knowledge Distillation. CoRR Nicolae-Catalin Ristea, Florinel-Alin Croitoru, Dana Dascalescu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Mubarak Shah
2022	J	`jnl`	Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution. CoRR Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Miron, Olivian Savencu, Nicolae-Catalin Ristea, Nicolae Verga, Fahad Shahbaz Khan
2022	J	`jnl`	Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection. CoRR Neelu Madan, Nicolae-Catalin Ristea, Radu Tudor Ionescu, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah
2022	A*	`conf`	Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection. CVPR Nicolae-Catalin Ristea, Neelu Madan, Radu Tudor Ionescu, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah
2022	A	`conf`	SepTr: Separable Transformer for Audio Spectrogram Processing. INTERSPEECH Nicolae-Catalin Ristea, Radu Tudor Ionescu, Fahad Shahbaz Khan
2022	J	`jnl`	SepTr: Separable Transformer for Audio Spectrogram Processing. CoRR Nicolae-Catalin Ristea, Radu Tudor Ionescu, Fahad Shahbaz Khan
2021	J	`jnl`	An End-To-End Emotion Recognition Framework Based on Temporal Aggregation of Multimodal Information. IEEE Access Anamaria Radoi, Andreea Birhala, Nicolae-Catalin Ristea, Liviu-Cristian Dutu
2021	—	`conf`	Automotive Radar Interference Mitigation With Unfolded Robust PCA Based on Residual Overcomplete Auto-Encoder Blocks. CVPR Workshops Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu, Yonina C. Eldar
2021	J	`jnl`	CyTran: Cycle-Consistent Transformers for Non-Contrast to Contrast CT Translation. CoRR Nicolae-Catalin Ristea, Andreea-Iuliana Miron, Olivian Savencu, Mariana-Iuliana Georgescu, Nicolae Verga, Fahad Shahbaz Khan, Radu Tudor Ionescu
2021	J	`jnl`	Estimating the Magnitude and Phase of Automotive Radar Signals Under Multiple Interference Sources With Fully Convolutional Networks. IEEE Access Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu
2021	C	`conf`	Programmable Systems for Intelligence in Automobiles (PRYSTINE): Final results after Year 3. DSD 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
2021	A	`conf`	Self-Paced Ensemble Learning for Speech and Audio Classification. Interspeech Nicolae-Catalin Ristea, Radu Tudor Ionescu
2021	J	`jnl`	Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection. CoRR Nicolae-Catalin Ristea, Neelu Madan, Radu Tudor Ionescu, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah
2021	J	`jnl`	Self-paced ensemble learning for speech and audio classification. CoRR Nicolae-Catalin Ristea, Radu Tudor Ionescu
2020	A	`conf`	Are you Wearing a Mask? Improving Mask Detection from Speech Using Augmentation by Cycle-Consistent GANs. INTERSPEECH Nicolae-Catalin Ristea, Radu Tudor Ionescu
2020	J	`jnl`	Are you wearing a mask? Improving mask detection from speech using augmentation by cycle-consistent GANs. CoRR Nicolae-Catalin Ristea, Radu Tudor Ionescu
2020	J	`jnl`	Automotive Radar Interference Mitigation with Unfolded Robust PCA based on Residual Overcomplete Auto-Encoder Blocks. CoRR Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu, Yonina C. Eldar
2020	J	`jnl`	Emotion Recognition System from Speech and Visual Information based on Convolutional Neural Networks. CoRR Nicolae-Catalin Ristea, Liviu-Cristian Dutu, Anamaria Radoi
2020	J	`jnl`	Estimating Magnitude and Phase of Automotive Radar Signals under Multiple Interference Sources with Fully Convolutional Networks. CoRR Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu
2020	—	`conf`	Fully Convolutional Neural Networks for Automotive Radar Interference Mitigation. VTC Fall Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu
2020	J	`jnl`	Non-linear Neurons with Human-like Apical Dendrite Activations. CoRR Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae-Catalin Ristea, Nicu Sebe
2020	C	`conf`	Programmable Systems for Intelligence in Automobiles (PRYSTINE): Technical Progress after Year 2. DSD 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
2019	—	`conf`	Emotion Recognition System from Speech and Visual Information based on Convolutional Neural Networks. SpeD Nicolae-Catalin Ristea, Liviu-Cristian Dutu, Anamaria Radoi