Mariana-Iuliana Georgescu

According to our database, Mariana-Iuliana Georgescu authored at least 31 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Semantic Segmentation in Satellite Hyperspectral Imagery by Deep Learning.

Jon Álvarez Justo, Alexandru Ghita, Daniel Kovac, Joseph L. Garrett, Mariana-Iuliana Georgescu, Jesus Gonzalez-Llorente, Radu Tudor Ionescu, Tor Arne Johansen

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

2024

FLAIR: VLM with Fine-grained Language-informed Image Representations.

Rui Xiao, Sanghwan Kim, Mariana-Iuliana Georgescu, Zeynep Akata, Stephan Alaniz

CoRR, 2024

COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training.

Sanghwan Kim, Rui Xiao, Mariana-Iuliana Georgescu, Stephan Alaniz, Zeynep Akata

CoRR, 2024

Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers.

Diana-Nicoleta Grigore, Mariana-Iuliana Georgescu, Jon Álvarez Justo, Tor Arne Johansen, Andreea Iuliana Ionescu, Radu Tudor Ionescu

CoRR, 2024

Learning Using Generated Privileged Information by Text-to-Image Diffusion Models.

Rafael-Edy Menadil, Mariana-Iuliana Georgescu, Radu Tudor Ionescu

Proceedings of the Pattern Recognition - 27th International Conference, 2024

EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval.

Thomas Hummel, Shyamgopal Karthik, Mariana-Iuliana Georgescu, Zeynep Akata

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Nonlinear neurons with human-like apical dendrite activations.

Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae-Catalin Ristea, Nicu Sebe

Appl. Intell., November, 2023

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

Nicolae-Catalin Ristea, Andreea-Iuliana Miron, Olivian Savencu, Mariana-Iuliana Georgescu, Nicolae Verga, Fahad Shahbaz Khan, Radu Tudor Ionescu

Neurocomputing, June, 2023

SSMTL++: Revisiting self-supervised multi-task learning for video anomaly detection.

Antonio Barbalau, Radu Tudor Ionescu, Mariana-Iuliana Georgescu, Jacob V. Dueholm, Bharathkumar Ramachandra, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah

Comput. Vis. Image Underst., March, 2023

Sea-Land-Cloud Segmentation in Satellite Hyperspectral Imagery by Deep Learning.

Jon Álvarez Justo, Joseph Landon Garrett, Mariana-Iuliana Georgescu, Jesus Gonzalez-Llorente, Radu Tudor Ionescu, Tor Arne Johansen

CoRR, 2023

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

Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Miron, Olivian Savencu, Nicolae-Catalin Ristea, Nicolae Verga, Fahad Shahbaz Khan

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

Diversity-Promoting Ensemble for Medical Image Segmentation.

Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Miron

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Masked Autoencoders for Unsupervised Anomaly Detection in Medical Images.

Mariana-Iuliana Georgescu

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Audiovisual Masked Autoencoders.

Mariana-Iuliana Georgescu, Eduardo Fonseca, Radu Tudor Ionescu, Mario Lucic, Cordelia Schmid, Anurag Arnab

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

2022

A Background-Agnostic Framework With Adversarial Training for Abnormal Event Detection in Video.

Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Teacher-student training and triplet loss to reduce the effect of drastic face occlusion.

Mariana-Iuliana Georgescu, Georgian-Emilian Duta, Radu Tudor Ionescu

Mach. Vis. Appl., 2022

Feature-Level Augmentation to Improve Robustness of Deep Neural Networks to Affine Transformations.

Adrian Sandru, Mariana-Iuliana Georgescu, Radu Tudor Ionescu

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection.

Andra Acsintoae, Andrei Florescu, Mariana-Iuliana Georgescu, Tudor Mare, Paul Sumedrea, Radu Tudor Ionescu, Fahad Shahbaz Khan, Mubarak Shah

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.

Nicolae-Catalin Ristea, Andreea-Iuliana Miron, Olivian Savencu, Mariana-Iuliana Georgescu, Nicolae Verga, Fahad Shahbaz Khan, Radu Tudor Ionescu

CoRR, 2021

SuPEr - SAM: Using the Supervision Signal from a Pose Estimator to Train a Spatial Attention Module for Personal Protective Equipment Recognition.

Adrian Sandru, Georgian-Emilian Duta, Mariana-Iuliana Georgescu, Radu Tudor Ionescu

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

A realistic approach to generate masked faces applied on two novel masked face recognition data sets.

Tudor Mare, Georgian-Emilian Duta, Mariana-Iuliana Georgescu, Adrian Sandru, Bogdan Alexe, Marius Popescu, Radu Tudor Ionescu

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Contextual Convolutional Neural Networks.

Ionut Cosmin Duta, Mariana-Iuliana Georgescu, Radu Tudor Ionescu

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Anomaly Detection in Video via Self-Supervised and Multi-Task Learning.

Mariana-Iuliana Georgescu, Antonio Barbalau, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah

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

2020

A Scene-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video.

Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah

CoRR, 2020

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

Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae-Catalin Ristea, Nicu Sebe

CoRR, 2020

Convolutional Neural Networks With Intermediate Loss for 3D Super-Resolution of CT and MRI Scans.

Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae Verga

IEEE Access, 2020

Teacher-Student Training and Triplet Loss for Facial Expression Recognition under Occlusion.

Mariana-Iuliana Georgescu, Radu Tudor Ionescu

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Local Learning With Deep and Handcrafted Features for Facial Expression Recognition.

Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Marius Popescu

IEEE Access, 2019

Recognizing Facial Expressions of Occluded Faces Using Convolutional Neural Networks.

Mariana-Iuliana Georgescu, Radu Tudor Ionescu

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Clustering Images by Unmasking - A New Baseline.

Mariana-Iuliana Georgescu, Radu Tudor Ionescu

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video.

Radu Tudor Ionescu, Fahad Shahbaz Khan, Mariana-Iuliana Georgescu, Ling Shao

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019