Chengxu Zhuang

Ph.D

Stanford University

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I am a PhD student at Stanford, advised by Daniel Yamins. I am interested in both understanding brains and developing more effective AI models.

Papers12 papers

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Unsupervised Learning From Video With Deep Neural Embeddings

Chengxu Zhuang, Tianwei She,Alex Andonian,Max Sobol Mark,Daniel Yamins

CVPR, pp.9560-9569, (2020)

Cited by7EIBibtex

On Mutual Information in Contrastive Learning for Visual Representations

Wu Mike,Zhuang Chengxu, Mosse Milan,Yamins Daniel,Goodman Noah

Bibtex

On the Importance of Views in Unsupervised Representation Learning

Mike Wu,Chengxu Zhuang, Daniel Yamins, Noah Goodman

preprint, (2020)

Cited by1Bibtex

Local Label Propagation for Large-Scale Semi-Supervised Learning

Chengxu Zhuang, Xuehao Ding, Divyanshu Murli,Daniel Yamins

arXiv: Computer Vision and Pattern Recognition, (2019)

EIBibtex

Self-supervised Neural Network Models of Higher Visual Cortex Development

Chengxu Zhuang, Siming Yan, Aran Nayebi, Daniel Yamins

2019 Conference on Cognitive Computational Neuroscience, pp.566-569, (2019)

Cited by1Bibtex

Local Aggregation for Unsupervised Learning of Visual Embeddings

Chengxu Zhuang, Alex Lin Zhai,Daniel Yamins

arXiv: Computer Vision and Pattern Recognition, (2019): 6002-6012

Cited by36EIBibtex

Flexible Neural Representation for Physics Prediction

Damian Mrowca,Chengxu Zhuang, Elias Wang,Nick Haber,Li Fei-Fei,Joshua B. Tenenbaum,Daniel L. K. Yamins

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), (2018): 8799-8810

Cited by60EIBibtex

Using multiple optimization tasks to improve deep neural network models of higher ventral cortex

Chengxu Zhuang,Daniel Yamins

Journal of Vision, no. 10 (2018): 905

Cited by1Bibtex

The virtual rat: Building a computational model of the rodent whisker trigeminal system

Chengxu Zhuang, Nadina Zweifel, Jonas Kubilius, Mitra JZ Hartmann, Daniel LK Yamins

Cosyne 18, Date: 2018/03/01-2018/03/04, Location: Denver (CO), USA, (2018)

Bibtex

Deep Learning Predicts Correlation between a Functional Signature of Higher Visual Areas and Sparse Firing of Neurons

Chengxu Zhuang, Yulong Wang,Daniel Yamins,Xiaolin Hu

Front. Comput. Neurosci., (2017): 100-100

Cited by9WOSEIBibtex

Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System

Chengxu Zhuang,Jonas Kubilius,Mitra Hartmann,Daniel Yamins

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017), (2017): 2555-2565

Cited by10EIBibtex

Predictive Encoding of Contextual Relationships for Perceptual Inference, Interpolation and Prediction

Mingmin Zhao,Chengxu Zhuang,Yizhou Wang,Tai Sing Lee

International Conference on Learning Representations, (2014)

Cited by2EIBibtex

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Chengxu ZhuangBinding

Papers12 papers

Chengxu Zhuang