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09/16/2023
Improve Deep Forest with Learnable Layerwise Augmentation Policy Schedule
As a modern ensemble technique, Deep Forest (DF) employs a cascading str...
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08/22/2022
An Input-Aware Mimic Defense Theory and its Practice
The current security problems in cyberspace are characterized by strong ...
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02/26/2022
A Dynamic Mode Decomposition Approach for Decentralized Spectral Clustering of Graphs
We propose a novel robust decentralized graph clustering algorithm that ...
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12/16/2021
DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models
In this paper, we focus on studying robustness evaluation of Chinese que...
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10/10/2021
An Analysis of COVID-19 Knowledge Graph Construction and Applications
The construction and application of knowledge graphs have seen a rapid i...
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02/25/2021
Dual MINE-based Neural Secure Communications under Gaussian Wiretap Channel
Recently, some researches are devoted to the topic of end-to-end learnin...
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06/05/2020
Daydream: Accurately Estimating the Efficacy of Optimizations for DNN Training
Modern deep neural network (DNN) training jobs use complex and heterogen...
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11/20/2018
Reversing Two-Stream Networks with Decoding Discrepancy Penalty for Robust Action Recognition
We discuss the robustness and generalization ability in the realm of act...
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11/19/2018
Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics
Natural spatiotemporal processes can be highly non-stationary in many wa...
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03/16/2018