| 2026 | AAAI | Modeling Rapid Contextual Learning in the Visual Cortex with Fast-Weight Deep Autoencoder Networks. | Yue Li, Weifan Wang, Tai Sing Lee |
| 2025 | CVPR | Perceptual Inductive Bias Is What You Need Before Contrastive Learning. | Junru Zhao, Tianqin Li, Dunhan Jiang, Shenghao Wu, Alan Ramirez, Tai Sing Lee |
| 2025 | ICLR | Self-Attention-Based Contextual Modulation Improves Neural System Identification. | Isaac Lin, Tianye Wang, Shang Gao, Shiming Tang, Tai Sing Lee |
| 2022 | ICLR | Prototype memory and attention mechanisms for few shot image generation. | Tianqin Li, Zijie Li, Andrew Luo, Harold Rockwell, Amir Barati Farimani, Tai Sing Lee |
| 2021 | ICCV | SurfGen: Adversarial 3D Shape Synthesis with Explicit Surface Discriminators. | Andrew Luo, Tianqin Li, Wen-Hao Zhang, Tai Sing Lee |
| 2017 | ICLR | 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 |
| 2011 | CVPR | Hybrid generative-discriminative classification using posterior divergence. | Xiong Li, Tai Sing Lee, Yuncai Liu |
| 2005 | WACV | Using Co-Occurrence and Segmentation to Learn Feature-Based Object Models from Video. | Thomas S. Stepleton, Tai Sing Lee |
| 1995 | ICCV | Region Competition: Unifying Snakes, Region Growing, Energy/Bayes/MDL for Multi-band Image Segmentation. | Song Chun Zhu, Tai Sing Lee, Alan L. Yuille |
| 1994 | ICIP | Representational Strategy in the Visual Cortex. | Tai Sing Lee |
| 1992 | ECCV | Texture Segmentation by Minimizing Vector-Valued Energy Functionals: The Coupled-Membrane Model. | Tai Sing Lee, David Mumford, Alan L. Yuille |