12 citations · 41 across the 10 of their papers we have counts for
7 papers · 1 filter
MixACM: Mixup-Based Robustness Transfer via Distillation of Activated Channel Maps
Muhammad Awais, Fengwei Zhou, Chuanlong Xie +3
Deep neural networks are susceptible to adversarially crafted, small and imperceptible changes in the natural inputs. The most effective defense mechanism against these examples is…
PyNose: A Test Smell Detector For Python
Tongjie Wang, Yaroslav Golubev, Oleg Smirnov +3
Similarly to production code, code smells also occur in test code, where they are called test smells. Test smells have a detrimental effect not only on test code but also on the pr…
Salient Object Ranking with Position-Preserved Attention
Hao Fang, Daoxin Zhang, Yi Zhang +5
Instance segmentation can detect where the objects are in an image, but hard to understand the relationship between them. We pay attention to a typical relationship, relative salie…
Towards Explainable Multi-Party Learning: A Contrastive Knowledge Sharing Framework
Yuan Gao, Jiawei Li, Maoguo Gong +2
Multi-party learning provides solutions for training joint models with decentralized data under legal and practical constraints. However, traditional multi-party learning approache…
Changes from the Trenches: Should We Automate Them?
Yaroslav Golubev, Jiawei Li, Viacheslav Bushev +2
Code changes constitute one of the most important features of software evolution. Studying them can provide insights into the nature of software development and also lead to practi…
Horizontal-to-Vertical Video Conversion
Tun Zhu, Daoxin Zhang, Yao Hu +4
Alongside the prevalence of mobile videos, the general public leans towards consuming vertical videos on hand-held devices. To revitalize the exposure of horizontal contents, we he…