research
∙
01/24/2022
Keeping Deep Lithography Simulators Updated: Global-Local Shape-Based Novelty Detection and Active Learning
Learning-based pre-simulation (i.e., layout-to-fabrication) models have ...
share
research
∙
03/13/2021
Ensemble Learning with Manifold-Based Data Splitting for Noisy Label Correction
Label noise in training data can significantly degrade a model's general...
research
∙
10/28/2020
Forgery Blind Inspection for Detecting Manipulations of Gel Electrophoresis Images
Recently, falsified images have been found in papers involved in researc...
research
∙
02/23/2020
DotFAN: A Domain-transferred Face Augmentation Network for Pose and Illumination Invariant Face Recognition
The performance of a convolutional neural network (CNN) based face recog...
research
∙
02/11/2020
From IC Layout to Die Photo: A CNN-Based Data-Driven Approach
Since IC fabrication is costly and time-consuming, it is highly desirabl...
research
∙
10/08/2018