Statistical Learning
Literature review 2 We will rewrite the existing paragraph on Projection Pursuit (PP) and discuss PP-based clustering methods that have
We will comment on this in the discussion section.
RSKDD-Net: Random Sample-based Keypoint Detector and Descriptor
Keypoint detector and descriptor are two main components of point cloud registration.
The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning
Theoretically, we characterized the substitution effect and acceleration effect of the trainable, but identity-initialized prediction head.
Unbalanced Optimal Transport through Non-negative Penalized Linear Regression
This paper addresses the problem of Unbalanced Optimal Transport (UOT) in which the marginal conditions are relaxed (using weighted penalties in lieu of equality) and no additional regularization is enforced on the OT plan.