Achituve, Idan
- Multi-Task Learning as a Bargaining Game
2022/02/02 by Aviv Navon, Navon, Aviv, Aviv Shamsian +11 · 30 citations
Computer Science · #Computer Science and Game Theory (cs.GT) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Equivariant Architectures for Learning in Deep Weight Spaces
2023/01/30 by Aviv Navon, Aviv Shamsian, Navon, Aviv +9 · 13 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Machine Learning in Materials Science #Neural Networks and Applications
- Personalized Federated Learning with Gaussian Processes
2021/06/29 by Achituve, Idan, Shamsian, Aviv, Navon, Aviv +2 · 7 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Self-Supervised Learning for Domain Adaptation on Point-Clouds
2020/03/29 by Idan Achituve, Achituve, Idan, Haggai Maron +3 · 6 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Human Pose and Action Recognition #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Auxiliary Learning by Implicit Differentiation
2020/06/22 by Navon, Aviv, Achituve, Idan, Maron, Haggai +2 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- GP-Tree: A Gaussian Process Classifier for Few-Shot Incremental Learning
2021/02/15 by Idan Achituve, Achituve, Idan, Aviv Navon +7 · 2 citations
Computer Science · Environmental Science · #Air Quality Monitoring and Forecasting #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG)
- GD-VDM: Generated Depth for better Diffusion-based Video Generation
2023/06/19 by Ariel Lapid, Idan Achituve, Lapid, Ariel +5 · 2 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis
- Bayesian Uncertainty for Gradient Aggregation in Multi-Task Learning
2024/02/06 by Idan Achituve, Achituve, Idan, Idit Diamant +7 · 2 citations
Computer Science · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning and Algorithms
- Inverse Problem Sampling in Latent Space Using Sequential Monte Carlo
2025/02/09 by Idan Achituve, Achituve, Idan, Hai Victor Habi +9 · 2 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
- Data Augmentations in Deep Weight Spaces
2023/11/15 by Aviv Shamsian, David W. Zhang, Shamsian, Aviv +23 · 1 citation
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
- Efficient Image Restoration via Latent Consistency Flow Matching
2025/02/05 by Cohen, Elad, Achituve, Idan, Diamant, Idit +2 · 1 citation
#Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering