Publications by Tai-Sing Lee

Preprint

Learning to Associate Words and Images Using a Large-scale Graph

2017
Ya H, Sun H, Helt J, Lee TS

Journal Article

Long-Term Two-Photon Imaging in Awake Macaque Monkey

2017 • Neuron • 93(5):1049-+
Li M, Liu F, Jiang H, Lee TS, Tang S

Journal Article

Nonuniform surround suppression of visual responses in mouse V1

2017 • Journal of Neurophysiology • 118(6):3282-3292
Samonds JM, Feese BD, Lee TS, Kuhlman SJ

Conference

Transfer of view-manifold learning to similarity perception of novel objects

2017 • 5th International Conference on Learning Representations, ICLR 2017 - Conference Track Proceedings
Lin X, Wang H, Li Z, Zhang Y, Yuille A, Lee TS

Preprint

Transfer of View-manifold Learning to Similarity Perception of Novel Objects

2017
Lin X, Wang H, Li Z, Zhang Y, Yuille A, Lee TS

Journal Article

Relating functional connectivity in V1 neural circuits and 3D natural scenes using Boltzmann machines

2016 • Vision Research • 120:121-131
Zhang Y, Li X, Samonds JM, Lee TS

Conference

Predictive encoding of contextual relationships for perceptual inference, interpolation and prediction

2015 • 3rd International Conference on Learning Representations, ICLR 2015 - Workshop Track Proceedings
Zhao M, Zhuang C, Wang Y, Lee TS

Conference

Predictive encoding of contextual relationships for perceptual inference, interpolation and prediction

2015 • 3rd International Conference on Learning Representations, ICLR 2015 - Workshop Track Proceedings
Zhao M, Zhuang C, Wang Y, Lee TS

Journal Article

Stochastic feature mapping for PAC-Bayes classification

2015 • Machine Learning • 101(1-3):5-33
Li X, Wang B, Liu Y, Lee TS

Journal Article

The Visual System's Internal Model of the World

2015 • Proceedings of the IEEE • 103(8):1359-1378
Lee TS

Journal Article

Sample Skewness as a Statistical Measurement of Neuronal Tuning Sharpness

2014 • Neural Computation • 26(5):860-906
Samonds JM, Potetz BR, Lee TS

Conference

Learning discriminative sufficient statistics score space for classification

2013 • Lecture Notes in Computer Science • 8190 LNAI(PART 3):49-64
Li X, Wang B, Liu Y, Lee TS

Journal Article

Recurrent Connectivity Can Account for the Dynamics of Disparity Processing in V1

2013 • Journal of Neuroscience • 33(7):2934-2946
Samonds JM, Potetz BR, Tyler CW, Lee TS

Journal Article

Neural dynamics of image representation in the primary visual cortex

2012 • Journal of Physiology: Paris • 106(5-6):250-265
Yan X, Khambhati A, Liu L, Lee TS

Journal Article

Relative luminance and binocular disparity preferences are correlated in macaque primary visual cortex, matching natural scene statistics

2012 • Proceedings of the National Academy of Sciences of the United States of America • 109(16):6313-6318
Samonds JM, Potetz BR, Lee TS

Conference

Hybrid generative-discriminative classification using posterior divergence

2011 • Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 2713-2720
Li X, Lee TS, Liu Y

Chapter

Neuronal interactions and their role in solving the stereo correspondence problem

2011 137-160
Samonds JM, Lee TS

Chapter

Scene statistics and 3D surface perception

2011 1-23
Potetz B, Lee TS

Journal Article

Accounting for network effects in neuronal responses using L1 regularized point process models

2010 • Advances in Neural Information Processing Systems
Kelly RC, Smith MA, Kass RE, Lee TS

Conference

Accounting for network effects in neuronal responses using L1 regularized point process models

2010 • Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010
Kelly RC, Smith MA, Kass RE, Lee TS