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Shamsian, Aviv

  1. WhisperNER: Unified Open Named Entity and Speech Recognition
    2024/09/12 by Gil Ayache, Ayache, Gil, Menachem Pirchi +9 · 6 voices · 2 citations
    Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Topic Modeling
  2. Multi-Task Learning as a Bargaining Game
    2022/02/02 by Aviv Navon, Aviv Shamsian, Navon, Aviv +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
  3. Learning the Pareto Front with Hypernetworks
    2020/10/08 by Aviv Navon, Navon, Aviv, Aviv Shamsian +5 · 15 citations
    Engineering · Computer Science · #Robot Manipulation and Learning #Robotic Mechanisms and Dynamics #Evolutionary Algorithms and Applications
  4. Personalized Federated Learning using Hypernetworks
    2021/03/08 by Shamsian, Aviv, Navon, Aviv, Fetaya, Ethan +1 · 12 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. 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
  6. FlowTSE: Target Speaker Extraction with Flow Matching
    2025/05/20 by Aviv Navon, Aviv Shamsian, Navon, Aviv +9 · 2 voices · 3 citations
    Computer Science · #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #cs.LG #cs.SD #eess.AS
  7. 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)
  8. FedSelect: Personalized Federated Learning with Customized Selection of Parameters for Fine-Tuning
    2024/04/03 by Tamirisa, Rishub, Xie, Chulin, Bao, Wenxuan +3 · 10 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Learning Object Permanence from Video
    2020/03/23 by Aviv Shamsian, Ofri Kleinfeld, Shamsian, Aviv +5 · 2 citations
    Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  10. Auxiliary Learning as an Asymmetric Bargaining Game
    2023/01/31 by Aviv Shamsian, Aviv Navon, Shamsian, Aviv +9 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  11. COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality
    2021/12/11 by Zhou, Honglu, Kadav, Asim, Shamsian, Aviv +6 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. LipVoicer: Generating Speech from Silent Videos Guided by Lip Reading
    2023/06/05 by Yochai Yemini, Aviv Shamsian, Yemini, Yochai +7 · 3 citations
    Computer Science · #Speech and Audio Processing #Face recognition and analysis
  13. Whisper in Medusa's Ear: Multi-head Efficient Decoding for Transformer-based ASR
    2024/09/24 by Segal-Feldman, Yael, Shamsian, Aviv, Navon, Aviv +2 · 4 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  14. Equivariant Deep Weight Space Alignment
    2023/10/20 by Navon, Aviv, Shamsian, Aviv, Fetaya, Ethan +3 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Improved Generalization of Weight Space Networks via Augmentations
    2024/02/06 by Shamsian, Aviv, Navon, Aviv, Zhang, David W. +4 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Open-vocabulary Keyword-spotting with Adaptive Instance Normalization
    2023/09/13 by Aviv Navon, Navon, Aviv, Aviv Shamsian +7 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  17. Keyword-Guided Adaptation of Automatic Speech Recognition
    2024/06/04 by Aviv Shamsian, Shamsian, Aviv, Aviv Navon +7 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  18. 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)
  19. GradMetaNet: An Equivariant Architecture for Learning on Gradients
    2025/07/02 by Gelberg, Yoav, Eitan, Yam, Navon, Aviv +5 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. UmbraTTS: Adapting Text-to-Speech to Environmental Contexts with Flow Matching
    2025/06/11 by Neta Glazer, Aviv Navon, Glazer, Neta +15 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  21. Beyond Transcription: Mechanistic Interpretability in ASR
    2025/08/21 by Glazer, Neta, Segal-Feldman, Yael, Segev, Hilit +6 · 1 citation
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  22. Go Beyond Your Means: Unlearning with Per-Sample Gradient Orthogonalization
    2025/03/04 by Aviv Shamsian, Shamsian, Aviv, Eitan Shaar +7 · 1 citation
    Computer Science · #Neural Networks and Applications