Florinel-Alin Croitoru

1. Diffusion Models in Vision: A Survey
   2023/03/27 by Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu +1 · 123 citations
   Computer Science · Medicine · Physics and Astronomy · #Advanced Neuroimaging Techniques and Applications #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks
2. Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors
   2023/06/21 by Nicolae-Cătălin Ristea, Florinel-Alin Croitoru, Ristea, Nicolae-Catalin +9 · 9 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Immune Systems Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
3. Curriculum Direct Preference Optimization for Diffusion and Consistency Models
   2024/05/22 by Florinel-Alin Croitoru, Croitoru, Florinel-Alin, Vlad Hondru +7 · 8 citations
   Computer Science · #Logic, Reasoning, and Knowledge #Service-Oriented Architecture and Web Services #Cloud Computing and Resource Management
4. Reverse Stable Diffusion: What prompt was used to generate this image?
   2023/08/02 by Florinel-Alin Croitoru, Vlad Hondru, Croitoru, Florinel-Alin +5 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
5. Learning Rate Curriculum
   2022/05/18 by Florinel-Alin Croitoru, Nicolae-Cătălin Ristea, Croitoru, Florinel-Alin +5 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning
6. Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook
   2024/11/29 by Florinel-Alin Croitoru, Andrei-Iulian Hiji, Croitoru, Florinel-Alin +17 · 1 citation
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection