Mariana-Iuliana Georgescu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 46

Top Topics

Hyperspectral Imagery

Convolutional Neural Networks

Expression Recognition

Top Venues

Publications

Thomas Hummel, Shyamgopal Karthik, Mariana-Iuliana Georgescu, Zeynep Akata
EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval. CoRR (2024)
Diana-Nicoleta Grigore, Mariana-Iuliana Georgescu, Jon Álvarez Justo, Tor Arne Johansen, Andreea Iuliana Ionescu, Radu Tudor Ionescu
Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers. CoRR (2024)
Rafael-Edy Menadil, Mariana-Iuliana Georgescu, Radu Tudor Ionescu
Learning Using Generated Privileged Information by Text-to-Image Diffusion Models. 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)
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
Diversity-Promoting Ensemble for Medical Image Segmentation. SAC (2023)
Mariana-Iuliana Georgescu
Masked Autoencoders for Unsupervised Anomaly Detection in Medical Images. KES (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)
Mariana-Iuliana Georgescu
Masked Autoencoders for Unsupervised Anomaly Detection in Medical Images. CoRR (2023)
Antonio Barbalau, Radu Tudor Ionescu, Mariana-Iuliana Georgescu, Jacob V. Dueholm, Bharathkumar Ramachandra, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah
SSMTL++: Revisiting self-supervised multi-task learning for video anomaly detection. Comput. Vis. Image Underst. 229 (2023)
Mariana-Iuliana Georgescu, Eduardo Fonseca, Radu Tudor Ionescu, Mario Lucic, Cordelia Schmid, Anurag Arnab
Audiovisual Masked Autoencoders. ICCV (2023)
Jon Álvarez Justo, Joseph Landon Garrett, Mariana-Iuliana Georgescu, Jesus Gonzalez-Llorente, Radu Tudor Ionescu, Tor Arne Johansen
Sea-Land-Cloud Segmentation in Satellite Hyperspectral Imagery by Deep Learning. CoRR (2023)
Andra Acsintoae, Andrei Florescu, Mariana-Iuliana Georgescu, Tudor Mare, Paul Sumedrea, Radu Tudor Ionescu, Fahad Shahbaz Khan, Mubarak Shah
UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection. CVPR (2022)
Adrian Sandru, Mariana-Iuliana Georgescu, Radu Tudor Ionescu
Feature-level augmentation to improve robustness of deep neural networks to affine transformations. CoRR (2022)
Mariana-Iuliana Georgescu, Eduardo Fonseca, Radu Tudor Ionescu, Mario Lucic, Cordelia Schmid, Anurag Arnab
Audiovisual Masked Autoencoders. CoRR (2022)
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)
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah
A Background-Agnostic Framework With Adversarial Training for Abnormal Event Detection in Video. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Adrian Sandru, Mariana-Iuliana Georgescu, Radu Tudor Ionescu
Feature-Level Augmentation to Improve Robustness of Deep Neural Networks to Affine Transformations. ECCV Workshops (1) (2022)
Mariana-Iuliana Georgescu, Georgian-Emilian Duta, Radu Tudor Ionescu
Teacher-student training and triplet loss to reduce the effect of drastic face occlusion. Mach. Vis. Appl. 33 (1) (2022)
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Miron
Diversity-Promoting Ensemble for Medical Image Segmentation. CoRR (2022)
Antonio Barbalau, Radu Tudor Ionescu, Mariana-Iuliana Georgescu, Jacob V. Dueholm, Bharathkumar Ramachandra, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah
SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video 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)
Ionut Cosmin Duta, Mariana-Iuliana Georgescu, Radu Tudor Ionescu
Contextual Convolutional Neural Networks. CoRR (2021)
Ionut Cosmin Duta, Mariana-Iuliana Georgescu, Radu Tudor Ionescu
Contextual Convolutional Neural Networks. ICCVW (2021)
Adrian Sandru, Georgian-Emilian Duta, Mariana-Iuliana Georgescu, Radu Tudor Ionescu
SuPEr - SAM: Using the Supervision Signal from a Pose Estimator to Train a Spatial Attention Module for Personal Protective Equipment Recognition. WACV (2021)
Mariana-Iuliana Georgescu, Georgian-Emilian Duta, Radu Tudor Ionescu
Teacher-Student Training and Triplet Loss to Reduce the Effect of Drastic Face Occlusion. CoRR (2021)
Mariana-Iuliana Georgescu, Antonio Barbalau, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning. CVPR (2021)
Tudor Mare, Georgian-Emilian Duta, Mariana-Iuliana Georgescu, Adrian Sandru, Bogdan Alexe, Marius Popescu, Radu Tudor Ionescu
A realistic approach to generate masked faces applied on two novel masked face recognition data sets. NeurIPS Datasets and Benchmarks (2021)
Tudor Mare, Georgian-Emilian Duta, Mariana-Iuliana Georgescu, Adrian Sandru, Bogdan Alexe, Marius Popescu, Radu Tudor Ionescu
A realistic approach to generate masked faces applied on two novel masked face recognition data sets. CoRR (2021)
Andra Acsintoae, Andrei Florescu, Mariana-Iuliana Georgescu, Tudor Mare, Paul Sumedrea, Radu Tudor Ionescu, Fahad Shahbaz Khan, Mubarak Shah
UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection. CoRR (2021)
Mariana-Iuliana Georgescu, Radu Tudor Ionescu
Teacher-Student Training and Triplet Loss for Facial Expression Recognition under Occlusion. ICPR (2020)
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae Verga
Convolutional Neural Networks with Intermediate Loss for 3D Super-Resolution of CT and MRI Scans. CoRR (2020)
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae Verga
Convolutional Neural Networks With Intermediate Loss for 3D Super-Resolution of CT and MRI Scans. IEEE Access 8 (2020)
Adrian Sandru, Georgian-Emilian Duta, Mariana-Iuliana Georgescu, Radu Tudor Ionescu
SuPEr-SAM: Using the Supervision Signal from a Pose Estimator to Train a Spatial Attention Module for Personal Protective Equipment Recognition. CoRR (2020)
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae-Catalin Ristea, Nicu Sebe
Non-linear Neurons with Human-like Apical Dendrite Activations. CoRR (2020)
Mariana-Iuliana Georgescu, Radu Tudor Ionescu
Teacher-Student Training and Triplet Loss for Facial Expression Recognition under Occlusion. CoRR (2020)
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah
A Scene-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video. CoRR (2020)
Mariana-Iuliana Georgescu, Antonio Barbalau, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning. CoRR (2020)
Mariana-Iuliana Georgescu, Radu Tudor Ionescu
Recognizing Facial Expressions of Occluded Faces Using Convolutional Neural Networks. ICONIP (4) (2019)
Mariana-Iuliana Georgescu, Radu Tudor Ionescu
Recognizing Facial Expressions of Occluded Faces using Convolutional Neural Networks. CoRR (2019)
Mariana-Iuliana Georgescu, Radu Tudor Ionescu
Clustering Images by Unmasking - A New Baseline. ICIP (2019)
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Marius Popescu
Local Learning With Deep and Handcrafted Features for Facial Expression Recognition. IEEE Access 7 (2019)
Radu Tudor Ionescu, Fahad Shahbaz Khan, Mariana-Iuliana Georgescu, Ling Shao
Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video. CVPR (2019)
Mariana-Iuliana Georgescu, Radu Tudor Ionescu
Clustering Images by Unmasking - A New Baseline. CoRR (2019)
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Marius Popescu
Local Learning with Deep and Handcrafted Features for Facial Expression Recognition. CoRR (2018)
Radu Tudor Ionescu, Fahad Shahbaz Khan, Mariana-Iuliana Georgescu, Ling Shao
Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in Video. CoRR (2018)