Lee, Tai Sing

20 publications

CVPR 2025 Perceptual Inductive Bias Is What You Need Before Contrastive Learning Junru Zhao, Tianqin Li, Dunhan Jiang, Shenghao Wu, Alan Ramirez, Tai Sing Lee

ICLR 2025 Self-Attention-Based Contextual Modulation Improves Neural System Identification Isaac Lin, Tianye Wang, Shang Gao, Tang Shiming, Tai Sing Lee

ICLRW 2024 Does Resistance to Style-Transfer Equal Global Shape Bias? Measuring Network Sensitivity to Global Shape Configuration Ziqi Wen, Tianqin Li, Zhi Jing, Tai Sing Lee

ICLRW 2024 The Benefits of Incorporating Shape Priors in Contrastive Learning Junru Zhao, Tianqin Li, Tai Sing Lee

NeurIPS 2023 Emergence of Shape Bias in Convolutional Neural Networks Through Activation Sparsity Tianqin Li, Ziqi Wen, Yangfan Li, Tai Sing Lee

ICLR 2022 Prototype Memory and Attention Mechanisms for Few Shot Image Generation Tianqin Li, Zijie Li, Andrew Luo, Harold Rockwell, Amir Barati Farimani, Tai Sing Lee

ICCV 2021 SurfGen: Adversarial 3D Shape Synthesis with Explicit Surface Discriminators Andrew Luo, Tianqin Li, Wen-Hao Zhang, Tai Sing Lee

NeurIPS 2019 A Normative Theory for Causal Inference and Bayes Factor Computation in Neural Circuits Wenhao Zhang, Si Wu, Brent Doiron, Tai Sing Lee

NeurIPS 2019 Visual Sequence Learning in Hierarchical Prediction Networks and Primate Visual Cortex Jielin Qiu, Ge Huang, Tai Sing Lee

ICLR 2017 Transfer of View-Manifold Learning to Similarity Perception of Novel Objects Xingyu Lin, Hao Wang, Zhihao Li, Yimeng Zhang, Alan L. Yuille, Tai Sing Lee

ICLR 2015 Predictive Encoding of Contextual Relationships for Perceptual Inference, Interpolation and Prediction Mingmin Zhao, Chengxu Zhuang, Yizhou Wang, Tai Sing Lee

MLJ 2015 Stochastic Feature Mapping for PAC-Bayes Classification Xiong Li, Bin Wang, Yuncai Liu, Tai Sing Lee

ECML-PKDD 2013 Learning Discriminative Sufficient Statistics Score Space for Classification Xiong Li, Bin Wang, Yuncai Liu, Tai Sing Lee

CVPR 2011 Hybrid Generative-Discriminative Classification Using Posterior Divergence Xiong Li, Tai Sing Lee, Yuncai Liu

AISTATS 2009 The Block Diagonal Infinite Hidden Markov Model Thomas Stepleton, Zoubin Ghahramani, Geoffrey Gordon, Tai-Sing Lee

NeurIPS 2005 Scaling Laws in Natural Scenes and the Inference of 3D Shape Tai-sing Lee, Brian R. Potetz

NeurIPS 2003 Decoding V1 Neuronal Activity Using Particle Filtering with Volterra Kernels Ryan C. Kelly, Tai Sing Lee

NeurIPS 1999 An Information-Theoretic Framework for Understanding Saccadic Eye Movements Tai Sing Lee, Stella X. Yu

ICCV 1995 Region Competition: Unifying Snakes, Region Growing, Energy/Bayes/MDL for Multi-Band Image Segmentation Song Chun Zhu, Tai Sing Lee, Alan L. Yuille

ECCV 1992 Texture Segmentation by Minimizing Vector-Valued Energy Functionals: The Coupled-Membrane Model Tai Sing Lee, David Mumford, Alan L. Yuille