12 citations · 29 across the 10 of their papers we have counts for
10 papers
Gradient constrained sharpness-aware prompt learning for vision-language models
Liangchen Liu, Nannan Wang, Dawei Zhou +4
This paper targets a novel trade-off problem in generalizable prompt learning for vision-language models (VLM), i.e., improving the performance on unseen classes while maintaining…
Expert Uncertainty and Severity Aware Chest X-Ray Classification by Multi-Relationship Graph Learning
Mengliang Zhang, Xinyue Hu, Lin Gu +5
Patients undergoing chest X-rays (CXR) often endure multiple lung diseases. When evaluating a patient's condition, due to the complex pathologies, subtle texture changes of differe…
Measurement of violation of neutral kaon system in decay at the Super Tau-Charm Facility
Jian-Yu Zhang, Cheng-Dong Fu, Hai-Bo Li +2
In this paper, we present a preliminary study of violation effect of system in decay. The violation parameters and as well as…
Direct violation of three bodies decay process from the resonance effect
Gang Lü, Yan-Lin Zhao, Liang-Chen Liu +1
The physical state of -- mesons can be mixed by the unitary matrix. The decay processes of and are from the isospin sym…
Nearest Neighbor Sampling of Point Sets using Rays
Liangchen Liu, Louis Ly, Colin Macdonald +1
We propose a new framework for the sampling, compression, and analysis of distributions of point sets and other geometric objects embedded in Euclidean spaces. Our approach involve…
DBRec: Dual-Bridging Recommendation via Discovering Latent Groups
Jingwei Ma, Jiahui Wen, Mingyang Zhong +6
In recommender systems, the user-item interaction data is usually sparse and not sufficient for learning comprehensive user/item representations for recommendation. To address this…
Deep inspection: an electrical distribution pole parts study via deep neural networks
Liangchen Liu, Teng Zhang, Kun Zhao +3
Electrical distribution poles are important assets in electricity supply. These poles need to be maintained in good condition to ensure they protect community safety, maintain reli…
What is the Best Way for Extracting Meaningful Attributes from Pictures?
Liangchen Liu, Arnold Wiliem, Shaokang Chen +1
Automatic attribute discovery methods have gained in popularity to extract sets of visual attributes from images or videos for various tasks. Despite their good performance in some…
Determining the best attributes for surveillance video keywords generation
Liangchen Liu, Arnold Wiliem, Shaokang Chen +2
Automatic video keyword generation is one of the key ingredients in reducing the burden of security officers in analyzing surveillance videos. Keywords or attributes are generally…
Automatic and Quantitative evaluation of attribute discovery methods
Liangchen Liu, Arnold Wiliem, Shaokang Chen +1
Many automatic attribute discovery methods have been developed to extract a set of visual attributes from images for various tasks. However, despite good performance in some image…