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09/21/2023
SupeRBNN: Randomized Binary Neural Network Using Adiabatic Superconductor Josephson Devices
Adiabatic Quantum-Flux-Parametron (AQFP) is a superconducting logic with...
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09/22/2022
Layer Freezing Data Sieving: Missing Pieces of a Generic Framework for Sparse Training
Recently, sparse training has emerged as a promising paradigm for effici...
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08/29/2022
Demystifying Arch-hints for Model Extraction: An Attack in Unified Memory System
The deep neural network (DNN) models are deemed confidential due to thei...
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07/04/2022
Sustainable AI Processing at the Edge
Edge computing is a popular target for accelerating machine learning alg...
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11/28/2021
Automated Runtime-Aware Scheduling for Multi-Tenant DNN Inference on GPU
With the fast development of deep neural networks (DNNs), many real-worl...
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11/28/2021