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papers

Publications (10)

An Augmentation-Aware Theory for Self-Supervised Contrastive Learning

Jingyi Cui, Hongwei Wen, Yisen Wang

On the Robustness of Kernel Ridge Regression Using the Cauchy Loss Function

Hongwei Wen, Annika Betken, Wouter Koolen

Histogram Transform Ensembles for Large-scale Regression

Hanyuan Hang, Zhouchen Lin, Xiaoyu Liu +1

Best-scored Random Forest Density Estimation

Hanyuan Hang, Hongwei Wen

Class Probability Matching Using Kernel Methods for Label Shift Adaptation

Hongwei Wen, Annika Betken, Hanyuan Hang

Crowd4D: Scene-Aware Monocular 4D Crowd Reconstruction

Hongbo Kang, Tianyi Zhou, Qingyang Yang +4

A Generalization Theory for JEPA-Based World Models

Jingyi Cui, Qi Zhang, Hongwei Wen +1

Median of Forests for Robust Density Estimation

Hongwei Wen, Annika Betken, Tao Huang

Leveraged Weighted Loss for Partial Label Learning

Hongwei Wen, Jingyi Cui, Hanyuan Hang +3

Normality in the square of the Sorgenfrey Line

Paul Szeptycki, Hongwei Wen