Rosenfeld, Amir
- A Constructive Prediction of the Generalization Error Across Scales
2019/09/27 by Jonathan S. Rosenfeld, Rosenfeld, Jonathan S., Amir Rosenfeld +5 · 1 voice · 25 citations
Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #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) #Neural Networks and Applications
- Incremental Learning Through Deep Adaptation
2017/05/11 by Rosenfeld, Amir, Tsotsos, John K. · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Totally Looks Like - How Humans Compare, Compared to Machines
2018/03/05 by Rosenfeld, Amir, Solbach, Markus D., Tsotsos, John K. · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Intriguing Properties of Randomly Weighted Networks: Generalizing While Learning Next to Nothing
2018/02/02 by Rosenfeld, Amir, Tsotsos, John K. · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Inverse Problem Sampling in Latent Space Using Sequential Monte Carlo
2025/02/09 by Idan Achituve, Achituve, Idan, Hai Victor Habi +9 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Face and Expression Recognition #Gaussian Processes and Bayesian Inference #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neural Networks and Applications #electronic engineering #information engineering