Jingyun Jia

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Automatically Discovering

Visual Recognition

Vector Representation

Top Venues

Publications

Jingyun Jia, Philip K. Chan
GII: A Unified Approach to Representation Learning in Open Set Recognition with Novel Category Discovery. ICANN (8) (2023)
Jingyun Jia, Philip K. Chan
Feature Decoupling in Self-supervised Representation Learning for Open Set Recognition. IJCNN (2023)
Jingyun Jia, Philip K. Chan
Self-supervised Detransformation Autoencoder for Representation Learning in Open Set Recognition. ICANN (4) (2022)
Jingyun Jia, Philip K. Chan
Feature Decoupling in Self-supervised Representation Learning for Open Set Recognition. CoRR (2022)
Jingyun Jia, Philip K. Chan
Representation Learning with Function Call Graph Transformations for Malware Open Set Recognition. IJCNN (2022)
Jingyun Jia, Philip K. Chan
Representation learning with function call graph transformations for malware open set recognition. CoRR (2022)
Jingyun Jia, Philip K. Chan
MMF: A Loss Extension for Feature Learning in Open Set Recognition. ICANN (2) (2021)
Jingyun Jia, Philip K. Chan
Self-supervised Detransformation Autoencoder for Representation Learning in Open Set Recognition. CoRR (2021)
Jingyun Jia
Deep Learning and Open Set Malware Classification: A Survey. CoRR (2020)
Jingyun Jia, Philip K. Chan
MMF: A loss extension for feature learning in open set recognition. CoRR (2020)