Goldberger, Jacob

1. Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification
   2018/01/08 by Frid-Adar, Maayan, Klang, Eyal, Amitai, Michal +2 · 11 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. Conformal Nucleus Sampling
   2023/05/04 by Ravfogel, Shauli, Goldberg, Yoav, Goldberger, Jacob · 5 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering
   2023/05/24 by Avi Caciularu, Caciularu, Avi, Matthew E. Peters +7 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
4. Speech Dereverberation Using Fully Convolutional Networks
   2018/03/22 by Ernst, Ori, Chazan, Shlomo E., Gannot, Sharon +1 · 1 citation
   #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
5. Classification and Detection in Mammograms with Weak Supervision via Dual Branch Deep Neural Net
   2019/04/28 by Bakalo, Ran, Ben-Ari, Rami, Goldberger, Jacob · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. Long Context Question Answering via Supervised Contrastive Learning
   2021/12/16 by Caciularu, Avi, Dagan, Ido, Goldberger, Jacob +1 · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. Conformal Prediction of Classifiers with Many Classes based on Noisy Labels
   2025/01/22 by Penso, Coby, Goldberger, Jacob, Fetaya, Ethan · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. A conformalized learning of a prediction set with applications to medical imaging classification
   2024/08/09 by Hirsch, Roy, Goldberger, Jacob · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)