Nicolae-Catalin Ristea

IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

ICASSP 2024 Speech Signal Improvement Challenge.

[BibT_eX]

[DOI]

CoRR, 2024

Cascaded Cross-Modal Transformer for Audio-Textual Classification.

[BibT_eX]

[DOI]

CoRR, 2024

CL-MAE: Curriculum-Learned Masked Autoencoders.

[BibT_eX]

[DOI]

Neelu Madan

Kamal Nasrollahi

Thomas B. Moeslund

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Nonlinear neurons with human-like apical dendrite activations.

[BibT_eX]

[DOI]

Nicu Sebe

Appl. Intell., November, 2023

CyTran: A cycle-consistent transformer with multi-level consistency for non-contrast to contrast CT translation.

[BibT_eX]

[DOI]

Andreea-Iuliana Miron

Olivian Savencu

Nicolae Verga

Neurocomputing, June, 2023

Guided Unsupervised Learning by Subaperture Decomposition for Ocean SAR Image Retrieval.

[BibT_eX]

[DOI]

Mihai Datcu

Bertrand Chapron

IEEE Trans. Geosci. Remote. Sens., 2023

ICASSP 2023 Acoustic Echo Cancellation Challenge.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-dimensional Speech Quality Assessment in Crowdsourcing.

[BibT_eX]

[DOI]

Babak Naderi

Ross Cutler

CoRR, 2023

RoDia: A New Dataset for Romanian Dialect Identification from Speech.

[BibT_eX]

[DOI]

Codrut Rotaru

CoRR, 2023

Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors.

[BibT_eX]

[DOI]

Florinel-Alin Croitoru

CoRR, 2023

DeepVQE: Real Time Deep Voice Quality Enhancement for Joint Acoustic Echo Cancellation, Noise Suppression and Dereverberation.

[BibT_eX]

[DOI]

Evgenii Indenbom

CoRR, 2023

Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution.

[BibT_eX]

[DOI]

Andreea-Iuliana Miron

Olivian Savencu

Nicolae Verga

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Cascaded Cross-Modal Transformer for Request and Complaint Detection.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Sea Ice Segmentation from SAR Data by Convolutional Transformer Networks.

[BibT_eX]

[DOI]

Mihai Datcu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Complex Neural Networks for Estimating Epicentral Distance, Depth, and Magnitude of Seismic Waves.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Lightning Fast Video Anomaly Detection via Adversarial Knowledge Distillation.

[BibT_eX]

[DOI]

Florinel-Alin Croitoru

CoRR, 2022

Deep model with built-in self-attention alignment for acoustic echo cancellation.

[BibT_eX]

[DOI]

Evgenii Indenbom

Ando Saabas

Tanel Pärnamaa

Jegor Guzvin

CoRR, 2022

LeRaC: Learning Rate Curriculum.

[BibT_eX]

[DOI]

Florinel-Alin Croitoru

Nicu Sebe

CoRR, 2022

SepTr: Separable Transformer for Audio Spectrogram Processing.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

Guided Deep Learning by Subaperture Decomposition: Ocean Patterns from SAR Imagery.

[BibT_eX]

[DOI]

Mihai Datcu

Bertrand Chapron

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Convolutional Transformersl for Aerial Image Classification: a General to Specific Learning Curve.

[BibT_eX]

[DOI]

Antonio Chirtu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

CyTran: Cycle-Consistent Transformers for Non-Contrast to Contrast CT Translation.

[BibT_eX]

[DOI]

Andreea-Iuliana Miron

Olivian Savencu

Nicolae Verga

CoRR, 2021

Estimating the Magnitude and Phase of Automotive Radar Signals Under Multiple Interference Sources With Fully Convolutional Networks.

[BibT_eX]

[DOI]

IEEE Access, 2021

An End-To-End Emotion Recognition Framework Based on Temporal Aggregation of Multimodal Information.

[BibT_eX]

[DOI]

Andreea Birhala

Liviu-Cristian Dutu

IEEE Access, 2021

Self-Paced Ensemble Learning for Speech and Audio Classification.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Programmable Systems for Intelligence in Automobiles (PRYSTINE): Final results after Year 3.

[BibT_eX]

[DOI]

Milad Karimshoushtari

Martin Törngren

Alua Musralina

Marlene Harter

Joseena Memadathil Jose

George Dimitrakopoulos

Proceedings of the 24th Euromicro Conference on Digital System Design, 2021

Automotive Radar Interference Mitigation With Unfolded Robust PCA Based on Residual Overcomplete Auto-Encoder Blocks.

[BibT_eX]

[DOI]

Yonina C. Eldar

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Non-linear Neurons with Human-like Apical Dendrite Activations.

[BibT_eX]

[DOI]

Nicu Sebe

CoRR, 2020

Fully Convolutional Neural Networks for Automotive Radar Interference Mitigation.

[BibT_eX]

[DOI]

Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Temporal aggregation of audio-visual modalities for emotion recognition.

[BibT_eX]

[DOI]

Andreea Birhala

Catalin Nicolae Ristea

Liviu-Cristian Dutu

Proceedings of the 43rd International Conference on Telecommunications and Signal Processing, 2020

Are you Wearing a Mask? Improving Mask Detection from Speech Using Augmentation by Cycle-Consistent GANs.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2020, 2020

Programmable Systems for Intelligence in Automobiles (PRYSTINE): Technical Progress after Year 2.

[BibT_eX]

[DOI]

Proceedings of the 23rd Euromicro Conference on Digital System Design, 2020

2019

Emotion Recognition System from Speech and Visual Information based on Convolutional Neural Networks.

[BibT_eX]

[DOI]

Liviu-Cristian Dutu