Title
Self-supervised similarity search for large scientific datasets G. Stein P. Harrington Jacqueline Blaum Tomislav Medan Z. Lukić 38 21 0 25 Oct 2021
Program Synthesis with Large Language Models Jacob Austin Augustus Odena Maxwell Nye Maarten Bosma Henryk Michalewski ... Ellen Jiang Carrie J. Cai Michael Terry Quoc V. Le Charles Sutton ELM AIMat ReCod ALM 200 1,986 0 16 Aug 2021
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity W. Fedus Barret Zoph Noam M. Shazeer MoE 88 2,208 0 11 Jan 2021
Survey2Survey: A deep learning generative model approach for cross-survey image mapping B. Buncher A. N. Sharma M. Kind MedIm 28 6 0 13 Nov 2020
Improve black-box sequential anomaly detector relevancy with limited user feedback Luyang Kong Lifan Chen Ming Chen Parminder Bhatia Laurent Callot 19 3 0 15 Sep 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 826 42,332 0 28 May 2020
A Neural Scaling Law from the Dimension of the Data Manifold Utkarsh Sharma Jared Kaplan 70 53 0 22 Apr 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 608 4,893 0 23 Jan 2020
Deep Ensembles: A Loss Landscape Perspective Stanislav Fort Huiyi Hu Balaji Lakshminarayanan OOD UQCV 121 628 0 05 Dec 2019
Adversarial Examples Are Not Bugs, They Are Features Andrew Ilyas Shibani Santurkar Dimitris Tsipras Logan Engstrom Brandon Tran Aleksander Madry SILM 91 1,843 0 06 May 2019
Practical Text Classification With Large Pre-Trained Language Models Neel Kant Raul Puri Nikolai Yakovenko Bryan Catanzaro VLM 55 67 0 04 Dec 2018
modAL: A modular active learning framework for Python Tivadar Danka P. Horváth 52 105 0 02 May 2018
Deep Learning using Rectified Linear Units (ReLU) Abien Fred Agarap 74 3,229 0 22 Mar 2018
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Martín Abadi Ashish Agarwal P. Barham E. Brevdo Zhiwen Chen ... Pete Warden Martin Wattenberg Martin Wicke Yuan Yu Xiaoqiang Zheng 276 11,151 0 14 Mar 2016