Tianqin Li

According to our database, Tianqin Li authored at least 13 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Learning More by Seeing Less: Line Drawing Pretraining for Efficient, Transferable, and Human-Aligned Vision.

Tianqin Li, George Liu, Tai Sing Lee

CoRR, August, 2025

ViT-Split: Unleashing the Power of Vision Foundation Models via Efficient Splitting Heads.

Yifan Li, Xin Li, Tianqin Li, Wenbin He, Yu Kong, Liu Ren

CoRR, June, 2025

From Local Cues to Global Percepts: Emergent Gestalt Organization in Self-Supervised Vision Models.

Tianqin Li, Ziqi Wen, Leiran Song, Jun Liu, Zhi Jing, Tai Sing Lee

CoRR, June, 2025

Perceptual Inductive Bias Is What You Need Before Contrastive Learning.

Junru Zhao, Tianqin Li, Dunhan Jiang, Shenghao Wu, Alan Ramirez, Tai Sing Lee

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2023

Does resistance to Style-Transfer equal Shape Bias? Evaluating Shape Bias by Distorted Shape.

Ziqi Wen, Tianqin Li, Tai Sing Lee

CoRR, 2023

Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity.

Tianqin Li, Ziqi Wen, Yangfan Li, Tai Sing Lee

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Conditional Contrastive Learning with Kernel.

Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov

Proceedings of the Tenth International Conference on Learning Representations, 2022

Learning Weakly-supervised Contrastive Representations.

Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency

Proceedings of the Tenth International Conference on Learning Representations, 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

Proceedings of the Tenth International Conference on Learning Representations, 2022

TPU-GAN: Learning temporal coherence from dynamic point cloud sequences.

Zijie Li, Tianqin Li, Amir Barati Farimani

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Integrating Auxiliary Information in Self-supervised Learning.

Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency

CoRR, 2021

SurfGen: Adversarial 3D Shape Synthesis with Explicit Surface Discriminators.

Andrew Luo, Tianqin Li, Wen-Hao Zhang, Tai Sing Lee

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2018

Using the SVM Method for Lung Adenocarcinoma Prognosis Based on Expression Level.

Tianqin Li, Mingzhe Hu, Liao Zhang

Proceedings of the 2nd International Conference on Computational Biology and Bioinformatics, 2018