541 citations
- Nanyang Technological UniversitySG56 papers
- National University of SingaporeSG46 papers
- Zhejiang UniversityCN43 papers
- Monash UniversityAU29 papers
- Singapore University of Technology and DesignSG21 papers
- Chinese University of Hong KongHK19 papers
- Hong Kong University of Science and TechnologyHK18 papers
- Institute for Infocomm ResearchSG18 papers
- Humboldt-Universität zu BerlinDE15 papers
- Agency for Science, Technology and ResearchSG13 papers
- Alibaba Group (China)CN13 papers
- Carnegie Mellon UniversityUS13 papers
90 papers · 1 filter
InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees
Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang
Building deep learning models on source code has found many successful software engineering applications, such as code search, code comment generation, bug detection, code migratio…
Enabling Collaborative Video Sensing at the Edge through Convolutional Sharing
Kasthuri Jayarajah, Dhanuja Wanniarachchige, Archan Misra
While Deep Neural Network (DNN) models have provided remarkable advances in machine vision capabilities, their high computational complexity and model sizes present a formidable ro…
A Survey on ML4VIS: Applying Machine Learning Advances to Data Visualization
Qianwen Wang, Zhutian Chen, Yong Wang +1
Inspired by the great success of machine learning (ML), researchers have applied ML techniques to visualizations to achieve a better design, development, and evaluation of visualiz…
Nose to Glass: Looking In to Get Beyond
Josephine Seah
Brought into the public discourse through investigative work by journalists and scholars, awareness of algorithmic harms is at an all-time high. An increasing amount of research ha…
Combining Propositional Logic Based Decision Diagrams with Decision Making in Urban Systems
Jiajing Ling, Kushagra Chandak, Akshat Kumar
Solving multiagent problems can be an uphill task due to uncertainty in the environment, partial observability, and scalability of the problem at hand. Especially in an urban setti…
Transforming Facial Weight of Real Images by Editing Latent Space of StyleGAN
V N S Rama Krishna Pinnimty, Matt Zhao, Palakorn Achananuparp +1
We present an invert-and-edit framework to automatically transform facial weight of an input face image to look thinner or heavier by leveraging semantic facial attributes encoded…