Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences von Rives, Alexander, Meier, Joshua, Sercu, Tom, Goyal, Siddharth, Lin, Zeming, Liu, Jason, Guo, Demi, Ott, Myle, Zitnick, C. Lawrence, Ma, Jerry, Fergus, Rob

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PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding von Xie, Saining, Gu, Jiatao, Guo, Demi, Qi, Charles R., Guibas, Leonidas, Litany, Or

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Analyzing Machine‐Learned Representations: A Natural Language Case Study von Dasgupta, Ishita, Guo, Demi, Gershman, Samuel J., Goodman, Noah D.

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Parameter-Efficient Transfer Learning with Diff Pruning von Guo, Demi, Rush, Alexander M, Kim, Yoon

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Sequence-Level Mixed Sample Data Augmentation von Guo, Demi, Kim, Yoon, Rush, Alexander M

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Leveraging Deepfakes to Close the Domain Gap between Real and Synthetic Images in Facial Capture Pipelines von Lin, Winnie, Zhu, Yilin, Guo, Demi, Fedkiw, Ron

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MicroNet for Efficient Language Modeling von Yan, Zhongxia, Wang, Hanrui, Guo, Demi, Han, Song

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Analyzing machine-learned representations: A natural language case study von Dasgupta, Ishita, Guo, Demi, Gershman, Samuel J, Goodman, Noah D

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Parameter-Efficient Transfer Learning with Diff Pruning von Guo, Demi, Rush, Alexander M, Yoon, Kim

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PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding von Xie, Saining, Gu, Jiatao, Guo, Demi, Qi, Charles R, Guibas, Leonidas J, Litany, Or

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Sequence-Level Mixed Sample Data Augmentation von Guo, Demi, Yoon, Kim, Rush, Alexander M

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Leveraging Deepfakes to Close the Domain Gap between Real and Synthetic Images in Facial Capture Pipelines von Lin, Winnie, Zhu, Yilin, Guo, Demi, Fedkiw, Ron

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CraftAssist: A Framework for Dialogue-enabled Interactive Agents von Gray, Jonathan, Srinet, Kavya, Jernite, Yacine, Yu, Haonan, Chen, Zhuoyuan, Guo, Demi, Goyal, Siddharth, Zitnick, C. Lawrence, Szlam, Arthur

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The Internals of the Data Calculator von Idreos, Stratos, Zoumpatianos, Kostas, Hentschel, Brian, Kester, Michael S, Guo, Demi

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Latent Alignment and Variational Attention von Deng, Yuntian, Kim, Yoon, Chiu, Justin, Guo, Demi, Rush, Alexander M

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MicroNet for Efficient Language Modeling von Yan, Zhongxia, Wang, Hanrui, Guo, Demi, Song, Han

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Evaluating Compositionality in Sentence Embeddings von Dasgupta, Ishita, Guo, Demi, Stuhlmüller, Andreas, Gershman, Samuel J, Goodman, Noah D

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Analyzing machine-learned representations: A natural language case study von Dasgupta, Ishita, Guo, Demi, Gershman, Samuel J, Goodman, Noah D

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PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding von Xie, Saining, Gu, Jiatao, Guo, Demi, Qi, Charles R, Guibas, Leonidas J, Or Litany

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Why Build an Assistant in Minecraft? von Szlam, Arthur, Gray, Jonathan, Srinet, Kavya, Jernite, Yacine, Joulin, Armand, Synnaeve, Gabriel, Kiela, Douwe, Yu, Haonan, Chen, Zhuoyuan, Goyal, Siddharth, Guo, Demi, Rothermel, Danielle, Zitnick, C. Lawrence, Weston, Jason

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