Tim Z. Xiao

According to our database, Tim Z. Xiao authored at least 13 papers between 2020 and 2024.

Collaborative distances:

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

2024

Can Large Language Models Understand Symbolic Graphics Programs?

Zeju Qiu, Weiyang Liu, Haiwen Feng, Zhen Liu, Tim Z. Xiao, Katherine M. Collins, Joshua B. Tenenbaum, Adrian Weller, Michael J. Black, Bernhard Schölkopf

CoRR, 2024

Diffusion Model With Optimal Covariance Matching.

Zijing Ou, Mingtian Zhang, Andi Zhang, Tim Z. Xiao, Yingzhen Li, David Barber

CoRR, 2024

Verbalized Machine Learning: Revisiting Machine Learning with Language Models.

Tim Z. Xiao, Robert Bamler, Bernhard Schölkopf, Weiyang Liu

CoRR, 2024

Your Finetuned Large Language Model is Already a Powerful Out-of-distribution Detector.

Andi Zhang, Tim Z. Xiao, Weiyang Liu, Robert Bamler, Damon Wischik

CoRR, 2024

A Compact Representation for Bayesian Neural Networks By Removing Permutation Symmetry.

Tim Z. Xiao, Weiyang Liu, Robert Bamler

CoRR, 2024

2023

The SVHN Dataset Is Deceptive for Probabilistic Generative Models Due to a Distribution Mismatch.

Tim Z. Xiao, Johannes Zenn, Robert Bamler

CoRR, 2023

Upgrading VAE Training With Unlimited Data Plans Provided by Diffusion Models.

Tim Z. Xiao, Johannes Zenn, Robert Bamler

CoRR, 2023

Trading Information between Latents in Hierarchical Variational Autoencoders.

Tim Z. Xiao, Robert Bamler

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Iterative Teaching by Data Hallucination.

Zeju Qiu, Weiyang Liu, Tim Z. Xiao, Zhen Liu, Umang Bhatt, Yucen Luo, Adrian Weller, Bernhard Schölkopf

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Out-of-Distribution Detection with Class Ratio Estimation.

Mingtian Zhang, Andi Zhang, Tim Z. Xiao, Yitong Sun, Steven McDonagh

CoRR, 2022

Improving VAE-based Representation Learning.

Mingtian Zhang, Tim Z. Xiao, Brooks Paige, David Barber

CoRR, 2022

2021

Locally-Contextual Nonlinear CRFs for Sequence Labeling.

Harshil Shah, Tim Z. Xiao, David Barber

CoRR, 2021

2020

Wat zei je? Detecting Out-of-Distribution Translations with Variational Transformers.

Tim Z. Xiao, Aidan N. Gomez, Yarin Gal

CoRR, 2020