Mete Özay
- Model Merging and Safety Alignment: One Bad Model Spoils the Bunch
2024/06/20 by Hasan Abed Al Kader Hammoud, Hammoud, Hasan Abed Al Kader, Umberto Michieli +11 · 9 citations
Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Safety Systems Engineering in Autonomy
- Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries
2018/03/23 by Junjie Hu, Hu, Junjie, Mete Özay +5 · 3 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- Deep Depth Completion from Extremely Sparse Data: A Survey
2022/05/11 by Junjie Hu, Hu, Junjie, Chenyu Bao +11 · 3 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques #Robotics and Sensor-Based Localization
- Exploiting the Potential of Standard Convolutional Autoencoders for\n Image Restoration by Evolutionary Search
2018/03/01 by Masanori Suganuma, Mete Özay, Suganuma, Masanori +3 · 1 citation
Computer Science · Engineering · #Advanced Image Processing Techniques #Image Processing Techniques and Applications #Digital Media Forensic Detection
- Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection
2024/07/01 by Francesco Barbato, Umberto Michieli, Barbato, Francesco +7 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
- Dense Depth Distillation with Out-of-Distribution Simulated Images
2022/08/26 by Junjie Hu, Hu, Junjie, Chenyou Fan +7 · 1 citation
Computer Science · Engineering · #Advanced Vision and Imaging #Image Processing Techniques and Applications #Optical measurement and interference techniques
- Deep Neural Network Models Trained With A Fixed Random Classifier Transfer Better Across Domains
2024/02/28 by Hafiz Tiomoko Ali, Umberto Michieli, Ali, Hafiz Tiomoko +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
- LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models
2024/07/03 by Hayder Elesedy, Pedro M. Esperança, Elesedy, Hayder +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Swiss DINO: Efficient and Versatile Vision Framework for On-device Personal Object Search
2024/07/10 by Kirill Paramonov, Paramonov, Kirill, Jia-Xing Zhong +7 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Visual Attention and Saliency Detection
- Object-conditioned Bag of Instances for Few-Shot Personalized Instance Recognition
2024/04/01 by Umberto Michieli, Jijoong Moon, Michieli, Umberto +5 · 1 citation
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Robotics (cs.RO)