WF
William Fedus
cs.LGcs.CLstat.MLcs.AIcs.CVcancercomputer visioncs.CYcs.ITcs.SI
On Valency
published · living versionsW_5vz5yxu5·v1 · currentpublished
Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step
with Mihaela Rosca, Balaji Lakshminarayanan, Andrew M. Dai, Shakir Mohamed +1
1 version
Preprints & journals
25 papers in the corpus · 2017–2025BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents2504.12516v1 · Jason Wei, Zhiqing Sun, Spencer Papay et al.2025 · 2 citationsarXiv
Measuring short-form factuality in large language models2411.04368v1 · Jason Wei, Nguyen Karina, Hyung Won Chung et al.2024 · 13 citationsarXiv
Mixture-of-Experts Meets Instruction Tuning:A Winning Combination for Large Language Models2305.14705v2 · Sheng Shen, Le Hou, Yanqi Zhou et al.2023 · 20 citationsarXiv
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models2206.04615v3 · Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao et al.2022 · 565 citationsTransactions on Machine Learning Research, May/2022, https://openreview.net/forum?id=uyTL5Bvosj
Scaling Instruction-Finetuned Language Models2210.11416v5 · Hyung Won Chung, Le Hou, Shayne Longpre et al.2022 · 1,174 citationsarXiv
Emergent Abilities of Large Language Models2206.07682v2 · Jason Wei, Yi Tay, Rishi Bommasani et al.2022 · 1,047 citationsarXiv
A Review of Sparse Expert Models in Deep Learning2209.01667v1 · William Fedus, Jeff Dean, Barret Zoph2022 · 33 citationsarXiv
Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling?2207.10551v1 · Yi Tay, Mostafa Dehghani, Samira Abnar et al.2022 · 42 citationsarXiv
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity2101.03961v3 · William Fedus, Barret Zoph, Noam Shazeer2021 · 918 citationsarXiv
ST-MoE: Designing Stable and Transferable Sparse Expert Models2202.08906v2 · Barret Zoph, Irwan Bello, Sameer Kumar et al.2022 · 52 citationsarXiv
Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers2109.10686v2 · Yi Tay, Mostafa Dehghani, Jinfeng Rao et al.2021 · 56 citationsarXiv
Benchmarking Bonus-Based Exploration Methods on the Arcade Learning Environment1908.02388v3 · Adrien Ali Taiga, William Fedus, Marlos C. Machado et al.2019 · 23 citationsarXiv
On Bonus-Based Exploration Methods in the Arcade Learning Environment2109.11052v1 · Adrien Ali Taiga, William Fedus, Marlos C. Machado et al.2021 · 26 citationsPublished as a conference paper at ICLR 2020
Revisiting ResNets: Improved Training and Scaling Strategies2103.07579v1 · Irwan Bello, William Fedus, Xianzhi Du et al.2021 · 219 citationsarXiv
Revisiting Fundamentals of Experience Replay2007.06700v1 · William Fedus, Prajit Ramachandran, Rishabh Agarwal et al.2020 · 79 citationsarXiv
On Catastrophic Interference in Atari 2600 Games2002.12499v2 · William Fedus, Dibya Ghosh, John D. Martin et al.2020 · 3 citationsarXiv
Language GANs Falling Short1811.02549v6 · Massimo Caccia, Lucas Caccia, William Fedus et al.2018 · 79 citationsICLR 2020 - Proceedings of the Seventh International Conference on Learning Representation
Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction1911.12511v1 · Vishal Jain, William Fedus, Hugo Larochelle et al.2019 · 22 citationsarXiv
Hyperbolic Discounting and Learning over Multiple Horizons1902.06865v3 · William Fedus, Carles Gelada, Yoshua Bengio et al.2019 · 49 citationsarXiv
In Silico Labeling: Predicting Fluorescent Labels in Unlabeled Images.29656897 · Christiansen, Eric M, Yang, Samuel J, Ando, D Michael et al.2019 · 693 citationsCell. 2018;173(3):792-803.e19
Recall Traces: Backtracking Models for Efficient Reinforcement Learning1804.00379v2 · Anirudh Goyal, Philemon Brakel, William Fedus et al.2018 · 23 citationsarXiv
Deep Graph Infomax1809.10341v2 · Petar Velickovi'c, William Fedus, William L. Hamilton et al.2018 · 82 citationsarXiv
MaskGAN: Better Text Generation via Filling in the______1801.07736v3 · William Fedus, Ian Goodfellow, Andrew M. Dai2018 · 354 citationsarXiv
Disentangling the independently controllable factors of variation by interacting with the world1802.09484v1 · Valentin Thomas, Emmanuel Bengio, William Fedus et al.2018 · 44 citationsarXiv
Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step1710.08446v3 · William Fedus, Mihaela Rosca, Balaji Lakshminarayanan et al.2017 · 159 citationsarXivon Valency
Career total: 32 works. 25 are in this corpus.
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