FS
Felipe Petroski Such
cs.LGcs.AIstat.MLcs.CVcs.CLcs.NEcs.CYcs.SDeess.AS
On Valency
published · living versionsW_3seyyh2p·v1 · currentpublished
Evaluating Large Language Models Trained on Code
with Mark Chen, Jerry Tworek, Heewoo Jun, Qiming Yuan +53
1 version
Preprints & journals
15 papers in the corpus · 2017–2026OpenAI GPT-5 System Card2601.03267v2 · Aaditya Singh, Adam Fry, Adam Perelman et al.2025 · 18 citationsarXiv
OpenAI o1 System Card2412.16720v2 · OpenAI: Aaron Jaech, Adam Kalai, Adam Lerer et al.2024 · 44 citationsarXiv
GPT-4o System Card2410.21276v1 · OpenAI: Aaron Hurst, Adam Lerer, Adam P. Goucher et al.2024 · 165 citationsarXiv
Text and Code Embeddings by Contrastive Pre-Training2201.10005v1 · Arvind Neelakantan, Tao Xu, Raul Puri et al.2022 · 149 citationsarXiv
Evaluating Large Language Models Trained on Code2107.03374v2 · Mark Chen, Jerry Tworek, Heewoo Jun et al.2021 · 1,468 citationsarXivon Valency
Synthetic Petri Dish: A Novel Surrogate Model for Rapid Architecture Search2005.13092v1 · Aditya Rawal, Joel Lehman, Felipe Petroski Such et al.2020 · 4 citationsarXiv
Generalized Hidden Parameter MDPs Transferable Model-based RL in a Handful of Trials2002.03072v1 · Christian F. Perez, Felipe Petroski Such, Theofanis Karaletsos2020 · 25 citationsarXiv
Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data1912.07768v1 · Felipe Petroski Such, Aditya Rawal, Joel Lehman et al.2019 · 76 citationsarXiv
Fully Convolutional Networks for Handwriting Recognition1907.04888v1 · Felipe Petroski Such, Dheeraj Peri, Frank Brockler et al.2019 · 29 citationsarXiv
An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents1812.07069v2 · Felipe Petroski Such, Vashisht Madhavan, Rosanne Liu et al.2018 · 31 citationsarXiv
Efficient transfer learning and online adaptation with latent variable models for continuous control1812.03399v1 · Christian F. Perez, Felipe Petroski Such, Theofanis Karaletsos2018 · 8 citationsarXiv
An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution1807.03247v2 · Rosanne Liu, Joel Lehman, Piero Molino et al.2018 · 754 citationsarXiv
Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents1712.06560v3 · Edoardo Conti, Vashisht Madhavan, Felipe Petroski Such et al.2017 · 235 citationsarXiv
Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning1712.06567v3 · Felipe Petroski Such, Vashisht Madhavan, Edoardo Conti et al.2017 · 546 citationsarXiv
Robust Spatial Filtering with Graph Convolutional Neural Networks1703.00792v3 · Felipe Petroski Such, Shagan Sah, Miguel Dominguez et al.2017 · 151 citationsarXiv
Career total: 21 works. 15 are in this corpus.
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