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Text and Code Embeddings by Contrastive Pre-Training


Jan 24, 2022
Arvind Neelakantan, Tao Xu, Raul Puri, Alec Radford, Jesse Michael Han, Jerry Tworek, Qiming Yuan, Nikolas Tezak, Jong Wook Kim, Chris Hallacy, Johannes Heidecke, Pranav Shyam, Boris Power, Tyna Eloundou Nekoul, Girish Sastry, Gretchen Krueger, David Schnurr, Felipe Petroski Such, Kenny Hsu, Madeleine Thompson, Tabarak Khan, Toki Sherbakov, Joanne Jang, Peter Welinder, Lilian Weng


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Robust fine-tuning of zero-shot models


Sep 04, 2021
Mitchell Wortsman, Gabriel Ilharco, Mike Li, Jong Wook Kim, Hannaneh Hajishirzi, Ali Farhadi, Hongseok Namkoong, Ludwig Schmidt


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Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications


Aug 05, 2021
Sandhini Agarwal, Gretchen Krueger, Jack Clark, Alec Radford, Jong Wook Kim, Miles Brundage

* arXiv admin note: substantial text overlap with arXiv:2103.00020 

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Learning Transferable Visual Models From Natural Language Supervision


Feb 26, 2021
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, Gretchen Krueger, Ilya Sutskever


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Reliability Check via Weight Similarity in Privacy-Preserving Multi-Party Machine Learning


Jan 14, 2021
Kennedy Edemacu, Beakcheol Jang, Jong Wook Kim


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Jukebox: A Generative Model for Music


Apr 30, 2020
Prafulla Dhariwal, Heewoo Jun, Christine Payne, Jong Wook Kim, Alec Radford, Ilya Sutskever


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Adversarial Learning for Improved Onsets and Frames Music Transcription


Jun 20, 2019
Jong Wook Kim, Juan Pablo Bello


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Neural Music Synthesis for Flexible Timbre Control


Nov 01, 2018
Jong Wook Kim, Rachel Bittner, Aparna Kumar, Juan Pablo Bello


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CREPE: A Convolutional Representation for Pitch Estimation


Feb 17, 2018
Jong Wook Kim, Justin Salamon, Peter Li, Juan Pablo Bello

* ICASSP 2018 

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