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06/12/2023
LIVABLE: Exploring Long-Tailed Classification of Software Vulnerability Types
Prior studies generally focus on software vulnerability detection and ha...
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06/08/2023
Contrastive Representation Disentanglement for Clustering
Clustering continues to be a significant and challenging task. Recent st...
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11/02/2022
Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model
Pre-trained multilingual language models play an important role in cross...
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12/22/2021
Understanding and Measuring Robustness of Multimodal Learning
The modern digital world is increasingly becoming multimodal. Although m...
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07/01/2021
MHER: Model-based Hindsight Experience Replay
Solving multi-goal reinforcement learning (RL) problems with sparse rewa...
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06/18/2021
A Coarse-to-Fine Instance Segmentation Network with Learning Boundary Representation
Boundary-based instance segmentation has drawn much attention since of i...
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05/01/2021
A systematic mapping study on security countermeasures of in-vehicle communication systems
The innovations of vehicle connectivity have been increasing dramaticall...
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02/25/2021
Bias-reduced multi-step hindsight experience replay
Multi-goal reinforcement learning is widely used in planning and robot m...
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12/01/2020
Multi-level Knowledge Distillation
Knowledge distillation has become an important technique for model compr...
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09/15/2020
Second-order Neural Network Training Using Complex-step Directional Derivative
While the superior performance of second-order optimization methods such...
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09/06/2020
SilkViser:A Visual Explorer of Blockchain-based Cryptocurrency Transaction Data
Many blockchain-based cryptocurrencies provide users with online blockch...
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06/16/2020
An STPA-based Approach for Systematic Security Analysis of In-vehicle Diagnostic and Software Update Systems
The in-vehicle diagnostic and software update system, which supports rem...
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06/04/2020
Data-Flow-Based Extension of the System-Theoretic Process Analysis for Security (STPA-Sec)
Security analysis is an essential activity in security engineering to id...
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11/13/2019
Clustering by Directly Disentangling Latent Space
To overcome the high dimensionality of data, learning latent feature rep...
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06/29/2019
Quadrilateral Mesh Generation II : Meromorphic Quartic Differentials and Abel-Jacobi Condition
This work discovers the equivalence relation between quadrilateral meshe...
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10/30/2017
CrescendoNet: A Simple Deep Convolutional Neural Network with Ensemble Behavior
We introduce a new deep convolutional neural network, CrescendoNet, by s...
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09/29/2016
DynIMS: A Dynamic Memory Controller for In-memory Storage on HPC Systems
In order to boost the performance of data-intensive computing on HPC sys...
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02/01/2011