Georgescu, Mariana-Iuliana

1. Anomaly Detection in Video via Self-Supervised and Multi-Task Learning
   2020/11/15 by Georgescu, Mariana-Iuliana, Barbalau, Antonio, Ionescu, Radu Tudor +3 · 14 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
2. Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in Video
   2018/12/11 by Radu Tudor Ionescu, Fahad Shahbaz Khan, Ionescu, Radu Tudor +5 · 9 citations
   Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Data-Driven Disease Surveillance #Network Security and Intrusion Detection
3. FLAIR: VLM with Fine-grained Language-informed Image Representations
   2024/12/04 by Rui Xiao, Xiao, Rui, Sanghwan Kim +7 · 2 voices · 18 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CV
4. UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection
   2021/11/16 by Andra Acsintoae, Andrei Florescu, Acsintoae, Andra +13 · 10 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection #Artificial Immune Systems Applications
5. SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection
   2022/07/16 by Antonio Bărbălau, Radu Tudor Ionescu, Barbalau, Antonio +15 · 10 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
6. Audiovisual Masked Autoencoders
   2022/12/09 by Georgescu, Mariana-Iuliana, Fonseca, Eduardo, Ionescu, Radu Tudor +3 · 7 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Sound (cs.SD)
7. EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval
   2024/07/23 by Hummel, Thomas, Karthik, Shyamgopal, Georgescu, Mariana-Iuliana +1 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution
   2022/04/08 by Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Georgescu, Mariana-Iuliana +10 · 2 citations
   Computer Science · Medicine · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
9. Semantic Segmentation in Satellite Hyperspectral Imagery by Deep Learning
   2023/10/24 by Jon Alvarez Justo, Justo, Jon Alvarez, Ghita, Alexandru +11 · 3 citations
   Computer Science · Engineering · #Geochemistry and Geologic Mapping #Remote-Sensing Image Classification
10. COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training
    2024/12/02 by Sanghwan Kim, Rui Xiao, Kim, Sanghwan +7 · 1 voice · 4 citations
    Computer Science · #Natural Language Processing Techniques #cs.AI #cs.CL #cs.CV #cs.LG
11. Feature-level augmentation to improve robustness of deep neural networks to affine transformations
    2022/02/10 by Adrian Sandru, Mariana-Iuliana Georgescu, Sandru, Adrian +3 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Stabilization #Machine Learning (cs.LG) #Optical Systems and Laser Technology #Optical measurement and interference techniques
12. Masked Autoencoders for Unsupervised Anomaly Detection in Medical Images
    2023/07/14 by Mariana-Iuliana Georgescu, Georgescu, Mariana-Iuliana · 2 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning in Healthcare #electronic engineering #information engineering
13. Diversity-Promoting Ensemble for Medical Image Segmentation
    2022/10/22 by Georgescu, Mariana-Iuliana, Ionescu, Radu Tudor, Miron, Andreea-Iuliana · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
14. Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers
    2024/04/14 by Grigore, Diana-Nicoleta, Georgescu, Mariana-Iuliana, Justo, Jon Alvarez +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
15. Subspace-Boosted Model Merging
    2025/06/19 by Skorobogat, Ronald, Roth, Karsten, Georgescu, Mariana-Iuliana · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)