Iuliana Georgescu

Iuliana Georgescu

Universitatea din Bucuresti

H-index: 14

Europe-Romania

About Iuliana Georgescu

Iuliana Georgescu, With an exceptional h-index of 14 and a recent h-index of 14 (since 2020), a distinguished researcher at Universitatea din Bucuresti, specializes in the field of Machine learning, Computer Vision, Deep learning, Medical Images.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

Diversity-promoting ensemble for medical image segmentation

Nonlinear neurons with human-like apical dendrite activations

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

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

Masked autoencoders for unsupervised anomaly detection in medical images

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

Audiovisual masked autoencoders

Iuliana Georgescu Information

University

Position

___

Citations(all)

1250

Citations(since 2020)

1244

Cited By

187

hIndex(all)

14

hIndex(since 2020)

14

i10Index(all)

15

i10Index(since 2020)

15

Email

University Profile Page

Universitatea din Bucuresti

Google Scholar

View Google Scholar Profile

Iuliana Georgescu Skills & Research Interests

Machine learning

Computer Vision

Deep learning

Medical Images

Top articles of Iuliana Georgescu

Title

Journal

Author(s)

Publication Date

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

arXiv preprint arXiv:2404.09326

Diana-Nicoleta Grigore

Mariana-Iuliana Georgescu

Jon Alvarez Justo

Tor Johansen

Andreea Iuliana Ionescu

...

2024/4/14

Diversity-promoting ensemble for medical image segmentation

Mariana-Iuliana Georgescu

Radu Tudor Ionescu

Andreea Iuliana Miron

2023/3/27

Nonlinear neurons with human-like apical dendrite activations

Applied Intelligence

Mariana-Iuliana Georgescu

Radu Tudor Ionescu

Nicolae-Cătălin Ristea

Nicu Sebe

2023/11

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

Computer Vision and Image Understanding

Antonio Barbalau

Radu Tudor Ionescu

Mariana-Iuliana Georgescu

Jacob Dueholm

Bharathkumar Ramachandra

...

2023/3/1

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

arXiv preprint arXiv:2310.16210

Jon Alvarez Justo

Joseph Landon Garrett

Mariana-Iuliana Georgescu

Jesus Gonzalez-Llorente

Radu Tudor Ionescu

...

2023/10/24

Masked autoencoders for unsupervised anomaly detection in medical images

Procedia Computer Science

Mariana-Iuliana Georgescu

2023/1/1

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

arXiv preprint arXiv:2309.15238

Rafael-Edy Menadil

Mariana-Iuliana Georgescu

Radu Tudor Ionescu

2023/9/26

Audiovisual masked autoencoders

Mariana-Iuliana Georgescu

Eduardo Fonseca

Radu Tudor Ionescu

Mario Lucic

Cordelia Schmid

...

2023

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

Neurocomputing

Nicolae-Cătălin Ristea

Andreea-Iuliana Miron

Olivian Savencu

Mariana-Iuliana Georgescu

Nicolae Verga

...

2023/4/5

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-Cătălin Ristea

...

2023

System and method for automatic detection and recognition of people wearing personal protective equipment using deep learning

2022/10/25

Feature-level augmentation to improve robustness of deep neural networks to affine transformations

Adrian Sandru

Mariana-Iuliana Georgescu

Radu Tudor Ionescu

2022/2/10

Teacher–student training and triplet loss to reduce the effect of drastic face occlusion: Application to emotion recognition, gender identification and age estimation

Machine Vision and Applications

Georgescu Mariana-Iuliana

Duţǎ Georgian-Emilian

Radu Tudor Ionescu

2022

Ubnormal: New benchmark for supervised open-set video anomaly detection

Andra Acsintoae

Andrei Florescu

Mariana-Iuliana Georgescu

Tudor Mare

Paul Sumedrea

...

2022

A background-agnostic framework with adversarial training for abnormal event detection in video

IEEE transactions on pattern analysis and machine intelligence

Mariana Iuliana Georgescu

Radu Tudor Ionescu

Fahad Shahbaz Khan

Marius Popescu

Mubarak Shah

2021/4/21

Teacher-student training and triplet loss for facial expression recognition under occlusion

Mariana-Iuliana Georgescu

Radu Tudor Ionescu

2020/8/3

Contextual convolutional neural networks

Ionut Cosmin Duta

Mariana Iuliana Georgescu

Radu Tudor Ionescu

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

...

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

2021/1/5

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

arXiv preprint arXiv:2109.01745

Tudor Mare

Georgian Duta

Mariana-Iuliana Georgescu

Adrian Sandru

Bogdan Alexe

...

2021/9/3

See List of Professors in Iuliana Georgescu University(Universitatea din Bucuresti)

Co-Authors

H-index: 132
Mubarak Shah

Mubarak Shah

University of Central Florida

H-index: 33
Radu Tudor Ionescu

Radu Tudor Ionescu

Universitatea din Bucuresti

H-index: 26
Anurag Arnab

Anurag Arnab

University of Oxford

H-index: 23
Marius Popescu

Marius Popescu

Universitatea din Bucuresti

H-index: 12
Bogdan Alexe

Bogdan Alexe

Universitatea din Bucuresti

H-index: 12
Nicolae Catalin Ristea

Nicolae Catalin Ristea

Universitatea Politehnica din Bucuresti

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