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08/09/2023
CiFHER: A Chiplet-Based FHE Accelerator with a Resizable Structure
Fully homomorphic encryption (FHE) is in the spotlight as a definitive s...
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03/21/2023
MAGVLT: Masked Generative Vision-and-Language Transformer
While generative modeling on multimodal image-text data has been activel...
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02/05/2023
HyPHEN: A Hybrid Packing Method and Optimizations for Homomorphic Encryption-Based Neural Networks
Convolutional neural network (CNN) inference using fully homomorphic enc...
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10/11/2022
LECO: Learnable Episodic Count for Task-Specific Intrinsic Reward
Episodic count has been widely used to design a simple yet effective int...
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05/02/2022
ARK: Fully Homomorphic Encryption Accelerator with Runtime Data Generation and Inter-Operation Key Reuse
Homomorphic Encryption (HE) is one of the most promising post-quantum cr...
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03/22/2022
Insights From the NeurIPS 2021 NetHack Challenge
In this report, we summarize the takeaways from the first NeurIPS 2021 N...
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12/31/2021
BTS: An Accelerator for Bootstrappable Fully Homomorphic Encryption
Homomorphic encryption (HE) enables the secure offloading of computation...
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07/13/2021
Automated Learning Rate Scheduler for Large-batch Training
Large-batch training has been essential in leveraging large-scale datase...
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05/04/2019