Itamar Zimerman
14 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (25) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π€ Dynamic Duo (12)
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Research topics
Deep Learning
(11)
Architectures
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Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(6)
Optimization & Theory Β· Machine Learning
(5)
Core Methods
(4)
Techniques
(4)
Application Areas
(3)
Natural Language Processing
(2)
Learning Types
(2)
Optimization & Theory Β· Deep Learning
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Analysis
(1)
Keywords
state space model
(7)
long-range dependency
(4)
attention mechanism
(4)
inductive bia
(3)
model architecture
(3)
large language model
(2)
sequence modeling
(2)
homomorphic encryption
(2)
secure inference
(2)
vision transformer
(2)
language model
(1)
convolutional neural network
(1)
transformer
(1)
smoothness
(1)
length extrapolation
(1)
off-policy learning
(1)
positional encoding
(1)
sequence model
(1)
model interpretability
(1)
decision transformer
(1)
Papers
Faithful Serum: Mitigating the Faithfulness Gap in Textual Explanations of LLM Decisions via Attribution Guidance
ACL 2026
TensorLens: End-to-End Transformer Analysis via High-Order Attention Tensors
ACL 2026
DeciMamba: Exploring the Length Extrapolation Potential of Mamba
ICLR 2025
Differential Mamba
IJCNLP 2025
Efficient Decoding Methods for Language Models on Encrypted Data
IJCNLP 2025
Explaining Modern Gated-Linear RNNs via a Unified Implicit Attention Formulation
ICLR 2025
The Hidden Attention of Mamba Models
ACL 2025
A 2-Dimensional State Space Layer for Spatial Inductive Bias
ICLR 2024
Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption
ICML 2024
Multi-Dimensional Hyena for Spatial Inductive Bias
AISTATS 2024
Viewing Transformers Through the Lens of Long Convolutions Layers
ICML 2024
Decision S4: Efficient Sequence-Based RL via State Spaces Layers
ICLR 2023
Focus Your Attention (with Adaptive IIR Filters)
EMNLP 2023
Recovering AES Keys with a Deep Cold Boot Attack
ICML 2021