Tiancong Chen

According to our database, Tiancong Chen authored at least 6 papers between 2020 and 2024.

Collaborative distances:

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

2024

DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models.

Hengkang Wang, Xu Zhang, Taihui Li, Yuxiang Wan, Tiancong Chen, Ju Sun

CoRR, 2024

2023

Early Stopping for Deep Image Prior.

Hengkang Wang, Taihui Li, Zhong Zhuang, Tiancong Chen, Hengyue Liang, Ju Sun

Trans. Mach. Learn. Res., 2023

2022

Stability Based Generalization Bounds for Exponential Family Langevin Dynamics.

Arindam Banerjee, Tiancong Chen, Xinyan Li, Yingxue Zhou

Proceedings of the International Conference on Machine Learning, 2022

2020

De-randomized PAC-Bayes Margin Bounds: Applications to Non-convex and Non-smooth Predictors.

Arindam Banerjee, Tiancong Chen, Yingxue Zhou

CoRR, 2020

Hessian based analysis of SGD for Deep Nets: Dynamics and Generalization.

Xinyan Li, Qilong Gu, Yingxue Zhou, Tiancong Chen, Arindam Banerjee

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms.

Xiangyi Chen, Tiancong Chen, Haoran Sun, Zhiwei Steven Wu, Mingyi Hong

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020