Publications

Is Score Matching Suitable for Estimating Point Processes?
H. Cao, Z. Meng, T. Ke, F. Zhou
Submitted, 2024
Addressing the defects of previous score matching methods with theoretically consistent variants.

Accelerating Convergence in Bayesian Few-Shot Classification
T. Ke, H. Cao, F. Zhou
Submitted, 2024
Accelerating convergence of bi-level optimization in Gaussian process classification with mirror descent.

Revisiting Logistic-softmax Likelihood in Bayesian Meta-Learning for Few-Shot Classification
T. Ke*, H. Cao*, Z. Ling, F. Zhou
Conference on Neural Information Processing Systems (NeurIPS) , 2023
New theoretical discovery of logistic-softmax and state-of-the-art result with mean-field approximation.
[Paper] [Code] [Project Page]

CLIP as Multi-Task Multi-Kernel Learning
T. Ke*, Y. Lin*, X. Xia, J. Yin, J. Xu, T. Cai, J. Lu
Submitted, 2023
An alternatvie approach to understand CLIP using RKHS with theoretical guarantee.

MIN: Multi‑channel Interaction Network for Drug‑Target Interaction with Protein Distillation
S. Li, S. Xie, H. Sun, Y. Chen, T. Qin, T. Ke, R. Yan
Submitted, 2023

Tianjun Ke

Publications