Zimerman, Itamar

9 publications

ICLR 2025 DeciMamba: Exploring the Length Extrapolation Potential of Mamba Assaf Ben-Kish, Itamar Zimerman, Shady Abu-Hussein, Nadav Cohen, Amir Globerson, Lior Wolf, Raja Giryes

ICLR 2025 Explaining Modern Gated-Linear RNNs via a Unified Implicit Attention Formulation Itamar Zimerman, Ameen Ali Ali, Lior Wolf

NeurIPS 2025 Revisiting LRP: Positional Attribution as the Missing Ingredient for Transformer Explainability Yarden Bakish, Itamar Zimerman, Hila Chefer, Lior Wolf

ICLR 2024 A 2-Dimensional State Space Layer for Spatial Inductive Bias Ethan Baron, Itamar Zimerman, Lior Wolf

ICML 2024 Converting Transformers to Polynomial Form for Secure Inference over Homomorphic Encryption Itamar Zimerman, Moran Baruch, Nir Drucker, Gilad Ezov, Omri Soceanu, Lior Wolf

AISTATS 2024 Multi-Dimensional Hyena for Spatial Inductive Bias Itamar Zimerman, Lior Wolf

ICML 2024 Viewing Transformers Through the Lens of Long Convolutions Layers Itamar Zimerman, Lior Wolf

ICLR 2023 Decision S4: Efficient Sequence-Based RL via State Spaces Layers Shmuel Bar David, Itamar Zimerman, Eliya Nachmani, Lior Wolf

ICML 2021 Recovering AES Keys with a Deep Cold Boot Attack Itamar Zimerman, Eliya Nachmani, Lior Wolf