4 papers
A Retrospect to Multi-prompt Learning across Vision and Language
Ziliang Chen, Xin Huang, Quanlong Guan +2
The vision community is undergoing the unprecedented progress with the emergence of Vision-Language Pretraining Models (VLMs). Prompt learning plays as the holy grail of accessing…
An Exhaustive DPLL Approach to Model Counting over Integer Linear Constraints with Simplification Techniques
Mingwei Zhang, Zhenhao Gu, Liangda Fang +4
Linear constraints are one of the most fundamental constraints in fields such as computer science, operations research and optimization. Many applications reduce to the task of mod…
De-singularity Subgradient for the -th-Powered -Norm Weber Location Problem
Zhao-Rong Lai, Xiaotian Wu, Liangda Fang +2
The Weber location problem is widely used in several artificial intelligence scenarios. However, the gradient of the objective does not exist at a considerable set of singular poin…
A De-singularity Subgradient Approach for the Extended Weber Location Problem
Zhao-Rong Lai, Xiaotian Wu, Liangda Fang +1
The extended Weber location problem is a classical optimization problem that has inspired some new works in several machine learning scenarios recently. However, most existing algo…