vix.ing · top · new · best · stats · spec

Zimerman, Itamar

  1. The Hidden Attention of Mamba Models
    2024/03/03 by Ameen Ali, Itamar Zimerman, Ali, Ameen +3 · 2 voices · 14 citations
    Computer Science · #cs.LG
  2. DeciMamba: Exploring the Length Extrapolation Potential of Mamba
    2024/06/20 by Assaf Ben-Kish, Ben-Kish, Assaf, Itamar Zimerman +11 · 9 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Urban and Rural Development Challenges
  3. Explaining Modern Gated-Linear RNNs via a Unified Implicit Attention Formulation
    2024/05/26 by Itamar Zimerman, Zimerman, Itamar, Ameen Ali +3 · 4 citations
    Computer Science · #Neural Networks and Applications #Speech Recognition and Synthesis
  4. Power-Softmax: Towards Secure LLM Inference over Encrypted Data
    2024/10/12 by Itamar Zimerman, Zimerman, Itamar, Allon Adir +17 · 3 citations
    Computer Science · #Cryptography and Data Security #Chaos-based Image/Signal Encryption #Cryptographic Implementations and Security
  5. Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption
    2023/11/15 by Itamar Zimerman, Zimerman, Itamar, Moran Baruch +9 · 2 citations
    Computer Science · #Cryptography and Data Security #Complexity and Algorithms in Graphs #Privacy-Preserving Technologies in Data
  6. Training Large Scale Polynomial CNNs for E2E Inference over Homomorphic Encryption
    2023/04/26 by Baruch, Moran, Drucker, Nir, Ezov, Gilad +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. 2-D SSM: A General Spatial Layer for Visual Transformers
    2023/06/11 by Baron, Ethan, Zimerman, Itamar, Wolf, Lior · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #F.2.2 #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG)
  8. Overclocking LLM Reasoning: Monitoring and Controlling Thinking Path Lengths in LLMs
    2025/06/08 by Eisenstadt, Roy, Zimerman, Itamar, Wolf, Lior · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.6 #I.2.7 #Machine Learning (cs.LG)
  9. Multi-Dimensional Hyena for Spatial Inductive Bias
    2023/09/24 by Itamar Zimerman, Lior Wolf, Zimerman, Itamar +1 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #F.2.2 #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG)
  10. On the Long Range Abilities of Transformers
    2023/11/28 by Zimerman, Itamar, Wolf, Lior · 1 citation
    #Computation and Language (cs.CL) #F.2.2 #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG)
  11. Overflow Prevention Enhances Long-Context Recurrent LLMs
    2025/05/12 by Ben-Kish, Assaf, Zimerman, Itamar, Mirza, M. Jehanzeb +4 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)