STRUCTURED DATA ANALYSIS: MODELS, ALGORITHMS AND THEORIES

由 ZHOU PAN
出版 2020

Empirical risk landscape analysis for understanding deep neural networks

由 ZHOU, Pan, FENG, Jiashi
出版 2018

Hybrid stochastic-deterministic minibatch proximal gradient: Less-than-single-pass optimization with nearly optimal generalization

由 ZHOU, Pan, YUAN, Xiaotong
出版 2020

Outlier-robust tensor PCA

由 ZHOU, Pan, FENG, Jiashi
出版 2016

Understanding generalization and optimization performance of deep CNNs

由 ZHOU, Pan, FENG, Jiashi
出版 2018

Towards understanding why mask reconstruction pretraining helps in downstream tasks

由 PAN, Jiachun, ZHOU, Pan, YAN, Shuicheng
出版 2023

Tensor principal component analysis

由 ZHOU, Pan, LU, Canyi, LIN, Zhouchen
出版 2022

Win: Weight-decay-integrated nesterov acceleration for adaptive gradient algorithms

由 ZHOU, Pan, XIE, Xingyu, YAN, Shuicheng
出版 2023

Deep adversarial subspace clustering

由 ZHOU, Pan, HOU, Yunqing, FENG, Jiashi
出版 2018

Bilevel model-based discriminative dictionary learning for recognition

由 ZHOU, Pan, ZHANG, Chao, LIN Zhouchen
出版 2016

Integrated low-rank-based discriminative feature learning for recognition

由 ZHOU, Pan, LIN, Zhouchen, ZHANG, Chao
出版 2015

Systems and methods for contrastive learning with self-labeling refinement

由 ZHOU, Pan, XIONG, Caiming, HOI, Steven
出版 2022

A theory-driven self-labeling refinement method for contrastive representation learning

由 ZHOU, Pan, XIONG, Caiming, YUAN, Xiao-Tong
出版 2021

Efficient stochastic gradient hard thresholding

由 ZHOU, Pan, YUAN, Xiao-Tong, FENG, Jiashi
出版 2018

Faster first-order methods for stochastic non-convex optimization on Riemannian manifolds

由 ZHOU, Pan, YUAN, Xiao-Tong, FENG, Jiashi
出版 2019

New insight into hybrid stochastic gradient descent: Beyond with-replacement sampling and convexity

由 ZHOU, Pan, YUAN, Xiao-Tong, FENG, Jiashi
出版 2018

Efficient cascaded multiscale adaptive network for image restoration

由 ZHOU, Yichen, ZHOU, Pan, NG, Teck Khim
出版 2024

Efficient cascaded multiscale adaptive network for image restoration

由 ZHOU, Yichen, ZHOU, Pan, NG, Teck Khim
出版 2024

DualFormer: Local-global stratified transformer for efficient video recognition

由 LIANG, Yuxuan, ZHOU, Pan, ZIMMERMANN, Roger, YAN, Shuicheng
出版 2022

LPT: Long-tailed prompt tuning for image classification

由 DONG, Bowen, ZHOU, Pan, YAN, Shuicheng, ZUO, Wangmeng
出版 2023