Benchmarking Continual Learning from Cognitive Perspectives

no code implementations • 6 Dec 2023 • Xiaoqian Liu, Junge Zhang, Mingyi Zhang, Peipei Yang

To address these issues, we propose to integrate model cognitive capacities and evaluation metrics into a unified evaluation paradigm.

Benchmarking Continual Learning

ReD-SFA: Relation Discovery Based Slow Feature Analysis for Trajectory Clustering

no code implementations • CVPR 2016 • Zhang Zhang, Kaiqi Huang, Tieniu Tan, Peipei Yang, Jun Li

For spectral embedding/clustering, it is still an open problem on how to construct an relation graph to reflect the intrinsic structures in data.

Clustering graph construction +5

GRSA: Generalized Range Swap Algorithm for the Efficient Optimization of MRFs

no code implementations • CVPR 2015 • Kangwei Liu, Junge Zhang, Peipei Yang, Kaiqi Huang

al propose the range move algorithms, which are one of the most successful solvers to this problem.