Imtiaz Masud Ziko
- A unifying mutual information view of metric learning: cross-entropy vs.\n pairwise losses
2020/03/19 by Malik Boudiaf, Jérôme Rony, Boudiaf, Malik +11 · 5 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Video Surveillance and Tracking Methods
- Laplacian Regularized Few-Shot Learning
2020/06/28 by Imtiaz Masud Ziko, José Dolz, Ziko, Imtiaz Masud +5 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Multimodal Machine Learning Applications
- Task Adaptive Feature Transformation for One-Shot Learning
2023/04/13 by Imtiaz Masud Ziko, Ziko, Imtiaz Masud, Freddy Lécué +3 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Data Classification