Mariana-Iuliana Georgescu
11 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (22)
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Topic Evolution
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Unstoppable · Bronze
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Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(6)
Computer Vision
(5)
Architectures
(5)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(4)
Analysis
(4)
Core AI
(3)
Techniques
(3)
Application Areas
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Processing
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Keywords
self-supervised learning
(3)
knowledge distillation
(3)
anomaly detection
(2)
video anomaly detection
(2)
object detection
(2)
vision-language model
(2)
multimodal learning
(2)
transfer learning
(2)
unsupervised learning
(2)
multi-task learning
(1)
feature extraction
(1)
pose estimation
(1)
vision transformer
(1)
representation learning
(1)
supervised learning
(1)
semantic segmentation
(1)
action recognition
(1)
attention mechanism
(1)
medical imaging
(1)
few-shot learning
(1)
Papers
Q-Former Autoencoder: A Modern Framework for Medical Anomaly Detection
WACV 2026
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training
CVPR 2025
FLAIR: VLM with Fine-grained Language-informed Image Representations
CVPR 2025
Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers
WACV 2025
EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval
ECCV 2024
Audiovisual Masked Autoencoders
ICCV 2023
Multimodal Multi-Head Convolutional Attention With Various Kernel Sizes for Medical Image Super-Resolution
WACV 2023
UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection
CVPR 2022
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning
CVPR 2021
SuPEr-SAM: Using the Supervision Signal From a Pose Estimator to Train a Spatial Attention Module for Personal Protective Equipment Recognition
WACV 2021
Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video
CVPR 2019