3 papers
cs.CV2023
Hierarchical Relationships: A New Perspective to Enhance Scene Graph Generation
Bowen Jiang, Camillo J. Taylor
This paper presents a finding that leveraging the hierarchical structures among labels for relationships and objects can substantially improve the performance of scene graph genera…
cs.LG2022
Batch Active Learning from the Perspective of Sparse Approximation
Maohao Shen, Bowen Jiang, Jacky Yibo Zhang +1
Active learning enables efficient model training by leveraging interactions between machine learning agents and human annotators. We study and propose a novel framework that formul…
eess.IV2020
Dimensionality Reduction via Diffusion Map Improved with Supervised Linear Projection
Bowen Jiang, Maohao Shen
When performing classification tasks, raw high dimensional features often contain redundant information, and lead to increased computational complexity and overfitting. In this pap…