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05/31/2022
CASSOCK: Viable Backdoor Attacks against DNN in The Wall of Source-Specific Backdoor Defences
Backdoor attacks have been a critical threat to deep neural network (DNN...
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07/01/2021
SearchGCN: Powering Embedding Retrieval by Graph Convolution Networks for E-Commerce Search
Graph convolution networks (GCN), which recently becomes new state-of-th...
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02/03/2021
Horizontally Fused Training Array: An Effective Hardware Utilization Squeezer for Training Novel Deep Learning Models
Driven by the tremendous effort in researching novel deep learning (DL) ...
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12/17/2019
Prema: A Tool for Precise Requirements Editing, Modeling and Analysis
We present Prema, a tool for Precise Requirement Editing, Modeling and A...
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07/23/2019
BPPSA: Scaling Back-propagation by Parallel Scan Algorithm
In an era when the performance of a single compute device plateaus, soft...
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07/23/2019