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Chuang Wang
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Prototype Augmentation and Self-Supervision for Incremental Learning
F Zhu, XY Zhang, C Wang, F Yin, CL Liu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
4202021
Region graph partition function expansion and approximate free energy landscapes: Theory and some numerical results
H Zhou, C Wang
Journal of Statistical Physics 148 (3), 513-547, 2012
402012
RANDOMIZED KACZMARZ ALGORITHMS: EXACT MSE ANALYSIS AND OPTIMAL SAMPLING PROBABILITIES
A Agaskar, C Wang, YM Lu
IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2014
362014
Scaling Limit: Exact and Tractable Analysis of Online Learning Algorithms with Applications to Regularized Regression and PCA
C Wang, J Mattingly, YM Lu
arXiv:1712.04332, 2017
292017
Topologically invariant tensor renormalization group method for the Edwards-Anderson spin glasses model
C Wang, SM Qin, HJ Zhou
Physical Review B 90 (17), 174201, 2014
292014
Online Learning for Sparse PCA in High Dimensions: Exact Dynamics and Phase Transitions
C Wang, YM Lu
2016 IEEE Information Theory Workshop (ITW), 186-190, 2016
262016
Subspace Estimation from Incomplete Observations: A High-Dimensional Analysis
C Wang, YC Eldar, YM Lu
IEEE Journal of Selected Topics in Signal Processing 12 (6), 1240-1252, 2018
232018
A Solvable High-Dimensional Model of GAN
C Wang, H Hu, YM Lu
Neural Information Processing Systems, 13759-13768, 2019
182019
Deep representation learning for domain generalization with information bottleneck principle
J Zhang, XY Zhang, C Wang, CL Liu
Pattern Recognition 143, 109737, 2023
172023
The Scaling Limit of High-Dimensional Online Independent Component Analysis
C Wang, YM Lu
Advances in Neural Information Processing Systems (NIPS), 2017
162017
Randomized Kaczmarz algorithm for inconsistent linear systems: An exact MSE analysis
C Wang, A Agaskar, YM Lu
Sampling Theory and Applications (SampTA), 2015 International Conference on …, 2015
152015
Towards prior gap and representation gap for long-tailed recognition
ML Zhang, XY Zhang, C Wang, CL Liu
Pattern Recognition 133, 109012, 2023
112023
Partition function expansion on region graphs and message-passing equations
H Zhou, C Wang, JQ Xiao, Z Bi
Journal of Statistical Mechanics: Theory and Experiment 2011 (12), L12001, 2011
92011
Class incremental learning with self-supervised pre-training and prototype learning
W Liu, XJ Wu, F Zhu, MM Yu, C Wang, CL Liu
Pattern Recognition 157, 110943, 2025
82025
Simplifying Generalized Belief Propagation on Redundant Region Graphs
C Wang, HJ Zhou
Journal of Physics: Conference Series 473, 012004, 2013
82013
Ground-state configuration space heterogeneity of random finite-connectivity spin glasses and random constraint satisfaction problems
H Zhou, C Wang
Journal of Statistical Mechanics: Theory and Experiment 2010 (10), P10010, 2010
82010
Proxy Graph Matching with Proximal Matching Networks
HR Tan, C Wang, ST Wu, TQ Wang, XY Zhang, CL Liu
Proceedings of the AAAI Conference on Artificial Intelligence 35 (11), 9808-9815, 2021
72021
Cavity Method: Message Passing from a Physics Perspective
G Del Ferraro, C Wang, D Martí, M Mézard
Statistical Physics, Optimization, Inference and Message-passing Algorithms …, 2015
72015
Latent Neural Operator for Solving Forward and Inverse PDE Problems
T Wang, C Wang
2024 Neural Information Processing Systems (NeurIPS), 2024
62024
Primitive Contrastive Learning for Handwritten Mathematical Expression Recognition
HY Guo, C Wang, F Yin, HY Liu, JW Wu, CL Liu
2022 26th International Conference on Pattern Recognition (ICPR), 847-854, 2022
62022
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