76 citations · 291 across the 19 of their papers we have counts for
23 papers
Try with Simpler -- An Evaluation of Improved Principal Component Analysis in Log-based Anomaly Detection
Lin Yang, Junjie Chen, Shutao Gao +4
The rapid growth of deep learning (DL) has spurred interest in enhancing log-based anomaly detection. This approach aims to extract meaning from log events (log message templates)…
AU-Supervised Convolutional Vision Transformers for Synthetic Facial Expression Recognition
Shuyi Mao, Xinpeng Li, Junyao Chen +1
The paper describes our proposed methodology for the six basic expression classification track of Affective Behavior Analysis in-the-wild (ABAW) Competition 2022. In Learing from S…
Continual Learning for Visual Search with Backward Consistent Feature Embedding
Timmy S. T. Wan, Jun-Cheng Chen, Tzer-Yi Wu +1
In visual search, the gallery set could be incrementally growing and added to the database in practice. However, existing methods rely on the model trained on the entire dataset, i…
LR-to-HR Face Hallucination with an Adversarial Progressive Attribute-Induced Network
Nitin Balachandran, Jun-Cheng Chen, Rama Chellappa
Face super-resolution is a challenging and highly ill-posed problem since a low-resolution (LR) face image may correspond to multiple high-resolution (HR) ones during the hallucina…
Video-based Person Re-identification without Bells and Whistles
Chih-Ting Liu, Jun-Cheng Chen, Chu-Song Chen +1
Video-based person re-identification (Re-ID) aims at matching the video tracklets with cropped video frames for identifying the pedestrians under different cameras. However, there…
Class-Aware Robust Adversarial Training for Object Detection
Pin-Chun Chen, Bo-Han Kung, Jun-Cheng Chen
Object detection is an important computer vision task with plenty of real-world applications; therefore, how to enhance its robustness against adversarial attacks has emerged as a…