Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video. - Radu Tudor Ionescu; Fahad Shahbaz Khan; Mariana-Iuliana Georgescu; Ling Shao 001 (CVPR, 2019)

Clustering Images by Unmasking - A New Baseline. - Mariana-Iuliana Georgescu; Radu Tudor Ionescu (ICIP, 2019)

Recognizing Facial Expressions of Occluded Faces Using Convolutional Neural Networks. - Mariana-Iuliana Georgescu; Radu Tudor Ionescu (ICONIP (4), 2019)

Local Learning With Deep and Handcrafted Features for Facial Expression Recognition. - Mariana-Iuliana Georgescu; Radu Tudor Ionescu; Marius Popescu (IEEE Access, 2019)

Teacher-Student Training and Triplet Loss for Facial Expression Recognition under Occlusion. - Mariana-Iuliana Georgescu; Radu Tudor Ionescu (ICPR, 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)

Non-linear Neurons with Human-like Apical Dendrite Activations. - Mariana-Iuliana Georgescu; Radu Tudor Ionescu; Nicolae-Catalin Ristea; Nicu Sebe (CoRR, 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)

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 (CVPR, 2021)

Contextual Convolutional Neural Networks. - Ionut Cosmin Duta; Mariana-Iuliana Georgescu; Radu Tudor Ionescu (ICCVW, 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 (NeurIPS Datasets and Benchmarks, 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 (WACV, 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)

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 (CVPR, 2022)

Feature-Level Augmentation to Improve Robustness of Deep Neural Networks to Affine Transformations. - Adrian Sandru; Mariana-Iuliana Georgescu; Radu Tudor Ionescu (ECCV Workshops (1), 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)

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)

Audiovisual Masked Autoencoders. - Mariana-Iuliana Georgescu; Eduardo Fonseca; Radu Tudor Ionescu; Mario Lucic; Cordelia Schmid; Anurag Arnab (ICCV, 2023)

Masked Autoencoders for Unsupervised Anomaly Detection in Medical Images. - Mariana-Iuliana Georgescu (KES, 2023)

Diversity-Promoting Ensemble for Medical Image Segmentation. - Mariana-Iuliana Georgescu; Radu Tudor Ionescu; Andreea-Iuliana Miron (SAC, 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 (WACV, 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)

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., 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, 2023)

Nonlinear neurons with human-like apical dendrite activations. - Mariana-Iuliana Georgescu; Radu Tudor Ionescu; Nicolae-Catalin Ristea; Nicu Sebe (Appl. Intell., 2023)

EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval. - Thomas Hummel 001; Shyamgopal Karthik; Mariana-Iuliana Georgescu; Zeynep Akata (ECCV (37), 2024)

Learning Using Generated Privileged Information by Text-to-Image Diffusion Models. - Rafael-Edy Menadil; Mariana-Iuliana Georgescu; Radu Tudor Ionescu (ICPR (7), 2024)

COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training. - Sanghwan Kim; Rui Xiao; Mariana-Iuliana Georgescu; Stephan Alaniz; Zeynep Akata (CVPR, 2025)

FLAIR: VLM with Fine-grained Language-informed Image Representations. - Rui Xiao; Sanghwan Kim; Mariana-Iuliana Georgescu; Zeynep Akata; Stephan Alaniz (CVPR, 2025)

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 (WACV, 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)

Subspace-Boosted Model Merging. - Ronald Skorobogat; Karsten Roth; Mariana-Iuliana Georgescu; Zeynep Akata (CoRR, 2025)

Q-Former Autoencoder: A Modern Framework for Medical Anomaly Detection. - Francesco Dalmonte; Emirhan Bayar; Emre Akbas; Mariana-Iuliana Georgescu (CoRR, 2025)