research
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06/11/2023
Efficient Skip Connections Realization for Secure Inference on Encrypted Data
Homomorphic Encryption (HE) is a cryptographic tool that allows performi...
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06/11/2023
2-D SSM: A General Spatial Layer for Visual Transformers
A central objective in computer vision is to design models with appropri...
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06/08/2023
Decision S4: Efficient Sequence-Based RL via State Spaces Layers
Recently, sequence learning methods have been applied to the problem of ...
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05/24/2023
Focus Your Attention (with Adaptive IIR Filters)
We present a new layer in which dynamic (i.e.,input-dependent) Infinite ...
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04/26/2023
Sensitive Tuning of Large Scale CNNs for E2E Secure Prediction using Homomorphic Encryption
Privacy-preserving machine learning solutions have recently gained signi...
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06/09/2021
