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25 papers · 1 filter
Scaling relations and finite-size scaling in gravitationally correlated lattice percolation models
Chen-Ping Zhu, Long-Tao Jia, Long-Long Sun +4
In some systems, the connecting probability (and thus the percolation process) between two sites depends on the geometric distance between them. To understand such process, we prop…
Integration of Static and Dynamic Analysis for Malware Family Classification with Composite Neural Network
Yao Saint Yen, Zhe Wei Chen, Ying Ren Guo +1
Deep learning has been used in the research of malware analysis. Most classification methods use either static analysis features or dynamic analysis features for malware family cla…
Transfer current in p-type graphene/MoS2 heterostructures
Khoe Van Nguyen, Shih-Yen Lin, Yia-Chung Chang
Transfer characteristics of p-doped graphene/monolayer-MoS2 heterostructure at 300 K are measured experimentally and analyzed based on a model calculation. In the model, we first d…
Knowledge-Enriched Visual Storytelling
Chao-Chun Hsu, Zi-Yuan Chen, Chi-Yang Hsu +4
Stories are diverse and highly personalized, resulting in a large possible output space for story generation. Existing end-to-end approaches produce monotonous stories because they…
CSPNet: A New Backbone that can Enhance Learning Capability of CNN
Chien-Yao Wang, Hong-Yuan Mark Liao, I-Hau Yeh +3
Neural networks have enabled state-of-the-art approaches to achieve incredible results on computer vision tasks such as object detection. However, such success greatly relies on co…
Planning with Goal-Conditioned Policies
Soroush Nasiriany, Vitchyr H. Pong, Steven Lin +1
Planning methods can solve temporally extended sequential decision making problems by composing simple behaviors. However, planning requires suitable abstractions for the states an…