Galanti, Tomer

1. Reverse Engineering Self-Supervised Learning
   2023/05/24 by Ido Ben-Shaul, Ben-Shaul, Ido, Ravid Shwartz-Ziv +7 · 1 voice · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #Anomaly Detection Techniques and Applications
2. On the Role of Neural Collapse in Transfer Learning
   2021/12/30 by Tomer Galanti, Galanti, Tomer, András György +3 · 9 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Neural Networks and Applications
3. SGD and Weight Decay Secretly Minimize the Rank of Your Neural Network
   2022/06/12 by Tomer Galanti, Zachary S. Siegel, Galanti, Tomer +5 · 4 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
4. Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained Models
   2021/06/08 by Xu, Chenfeng, Yang, Shijia, Galanti, Tomer +7 · 2 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
5. On the Implicit Bias Towards Minimal Depth of Deep Neural Networks
   2022/02/18 by Tomer Galanti, Liane Galanti, Galanti, Tomer +2 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
6. DisCO: Reinforcing Large Reasoning Models with Discriminative Constrained Optimization
   2025/05/18 by Gang Li, Li, Gang, Ming Lin +7 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
7. Generalization Bounds for Few-Shot Transfer Learning with Pretrained Classifiers
   2022/12/23 by Galanti, Tomer, György, András, Hutter, Marcus · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Formation of Representations in Neural Networks
   2024/10/03 by Liu Ziyin, Isaac L. Chuang, Ziyin, Liu +5 · 1 citation
   Computer Science · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Applications
9. The Fair Language Model Paradox
   2024/10/15 by Pinto, Andrea, Tomer Galanti, Randall Balestriero +2 · 1 citation
   Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Discrimination and Equality Law #European and International Law Studies #FOS: Computer and information sciences #Legal Language and Interpretation #Machine Learning (cs.LG)