Publications by Tai-Sing Lee

Journal Article

Large-scale calcium imaging reveals a systematic V4 map for encoding natural scenes

2024 • Nature Communications • 15(1):
Wang T, Lee TS, Yao H, Hong J, Li Y, Jiang H, Andolina IM, Tang S

Preprint

A large calcium-imaging dataset reveals a systematic V4 organization for natural scenes

2023
Wang T, Yao H, Lee TS, Hong J, Li Y, Jiang H, Andolina IM, Tang S

Conference

Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity

2023 • Advances in Neural Information Processing Systems
Li T, Wen Z, Li Y, Lee TS

Conference

PROTOTYPE MEMORY AND ATTENTION MECHANISMS FOR FEW SHOT IMAGE GENERATION

2022 • ICLR 2022 - 10th International Conference on Learning Representations
Li T, Li Z, Luo A, Rockwell H, Farimani AB, Lee TS

Journal Article

Complexity and diversity in sparse code priors improve receptive field characterization of Macaque V1 neurons

2021 • PLoS Computational Biology • 17(10):
Wu Z, Rockwell H, Zhang Y, Tang S, Lee TS

Journal Article

Development of Natural Scene Representation in Primary Visual Cortex Requires Early Postnatal Experience

2021 • Current Biology • 31(2):369-+
Kowalewski NN, Kauttonen J, Stan PL, Jeon BB, Fuchs T, Chase SM, Lee TS, Kuhlman SJ

Preprint

Recurrent networks improve neural response prediction and provide insights into underlying cortical circuits

2021
Zhang Y, Rockwell H, Dai S, Huang G, Tsou S, Wei Y, Lee TS

Conference

SurfGen: Adversarial 3D Shape Synthesis with Explicit Surface Discriminators

2021 • Proceedings / IEEE International Conference on Computer Vision. IEEE International Conference on Computer Vision • 16218-16228
Luo A, Li T, Zhang W-H, Lee TS

Preprint

SurfGen: Adversarial 3D Shape Synthesis with Explicit Surface Discriminators

2021
Luo A, Li T, Zhang W-H, Lee TS

Preprint

A Neurally-Inspired Hierarchical Prediction Network for Spatiotemporal Sequence Learning and Prediction

2019
Qiu J, Huang G, Lee TS

Conference

A Normative Theory for Causal Inference and Bayes Factor Computation in Neural Circuits

2019 • Advances in Neural Information Processing Systems • 32:
Zhang W-H, Wu S, Doiron B, Lee TS

Journal Article

Complementary congruent and opposite neurons achieve concurrent multisensory integration and segregation

2019 • eLife • 8:
Zhang W-H, Wang H, Chen A, Gu Y, Lee TS, Wong KYM, Wu S

Preprint

Complexity and Diversity in Sparse Code Priors Improve Receptive Field Characterization of Macaque V1 Neurons

2019
Wu Z, Rockwell H, Zhang Y, Tang S, Lee TS

Journal Article

Convolutional neural network models of V1 responses to complex patterns

2019 • Journal of Computational Neuroscience • 46(1):33-54
Zhang Y, Lee TS, Li M, Liu F, Tang S

Preprint

Recurrent Feedback Improves Feedforward Representations in Deep Neural Networks

2019
Yan S, Fang X, Xiao B, Rockwell H, Zhang Y, Lee TS

Conference

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

2019 • 5th International Conference on Learning Representations, ICLR 2017 - Conference Track Proceedings
Lin X, Wang H, Li Z, Zhang Y, Yuille A, Lee TS

Conference

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

2019 • 5th International Conference on Learning Representations, ICLR 2017 - Conference Track Proceedings
Lin X, Wang H, Li Z, Zhang Y, Yuille A, Lee TS

Conference

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

2019 • 5th International Conference on Learning Representations, ICLR 2017 - Conference Track Proceedings
Lin X, Wang H, Li Z, Zhang Y, Yuille A, Lee TS