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Tim Pearce

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

8

Venues

6

Active years

2018–2025

Best venue rank

A*

Where they publish

Papers

8 indexed papers, newest first.

YearVenueTitleAuthors
2025ICMLScaling Laws for Pre-training Agents and World Models.Tim Pearce, Tabish Rashid, David Bignell, Raluca Georgescu, Sam Devlin, Katja Hofmann
2024AAAIDGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization.Wentse Chen, Shiyu Huang, Yuan Chiang, Tim Pearce, Wei-Wei Tu, Ting Chen, Jun Zhu
2023ICLRImitating Human Behaviour with Diffusion Models.Tim Pearce, Tabish Rashid, Anssi Kanervisto, David Bignell, Mingfei Sun, Raluca Georgescu, Sergio Valcarcel Macua, Shan Zheng Tan, Ida Momennejad, Katja Hofmann, Sam Devlin
2021AAAIAvoiding Kernel Fixed Points: Computing with ELU and GELU Infinite Networks.Russell Tsuchida, Tim Pearce, Christopher van der Heide, Fred Roosta, Marcus Gallagher
2020AISTATSUncertainty in Neural Networks: Approximately Bayesian Ensembling.Tim Pearce, Felix Leibfried, Alexandra Brintrup
2020MMSysUniversal access for object-based media experiences.Juliette Carter, Rajiv Ramdhany, Mark Lomas, Tim Pearce, James Shephard, Michael Sparks
2019UAIExpressive Priors in Bayesian Neural Networks: Kernel Combinations and Periodic Functions.Tim Pearce, Russell Tsuchida, Mohamed Zaki, Alexandra Brintrup, Andy Neely
2018ICMLHigh-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach.Tim Pearce, Alexandra Brintrup, Mohamed Zaki, Andy Neely