4 papers
Physics-inspired Energy Transition Neural Network for Sequence Learning
Zhou Wu, Junyi An, Baile Xu +2
Recently, the superior performance of Transformers has made them a more robust and scalable solution for sequence modeling than traditional recurrent neural networks (RNNs). Howeve…
Interactive Instance Annotation with Siamese Networks
Xiang Xu, Ruotong Li, Mengjun Yi +3
Annotating instance masks is time-consuming and labor-intensive. A promising solution is to predict contours using a deep learning model and then allow users to refine them. Howeve…
Exploring Interactive Color Palettes for Abstraction-Driven Exploratory Image Colorization
Xinyu Shi, Mingyu Liu, Ziqi Zhou +3
Color design is essential in areas such as product, graphic, and fashion design. However, current tools like Photoshop, with their concrete-driven color manipulation approach, ofte…
Piet: Facilitating Color Authoring for Motion Graphics Video
Xinyu Shi, Yinghou Wang, Yun Wang +1
Motion graphic (MG) videos are effective and compelling for presenting complex concepts through animated visuals; and colors are important to convey desired emotions, maintain visu…