1 citations · 1 across the 4 of their papers we have counts for
4 papers
SpaceEditing: Integrating Human Knowledge into Deep Neural Networks via Interactive Latent Space Editing
Jiafu Wei, Ding Xia, Haoran Xie +3
We propose an interactive editing method that allows humans to help deep neural networks (DNNs) learn a latent space more consistent with human knowledge, thereby improving classif…
SGDraw: Scene Graph Drawing Interface Using Object-Oriented Representation
Tianyu Zhang, Xusheng Du, Chia-Ming Chang +2
Scene understanding is an essential and challenging task in computer vision. To provide the visually fundamental graphical structure of an image, the scene graph has received incre…
Sketch-based 3D Shape Modeling from Sparse Point Clouds
Xusheng Du, Yi He, Xi Yang +2
3D modeling based on point clouds is an efficient way to reconstruct and create detailed 3D content. However, the geometric procedure may lose accuracy due to high redundancy and t…
DAMix: A Density-Aware Mixup Augmentation for Single Image Dehazing under Domain Shift
Chia-Ming Chang, Tsung-Nan Lin
Deep learning-based methods have achieved considerable success on single image dehazing in recent years. However, these methods are often subject to performance degradation when do…