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Mengye Ren

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Integrating Present and Past in Unsupervised Continual Learning

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Apr 29, 2024
Yipeng Zhang, Laurent Charlin, Richard Zemel, Mengye Ren

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CoLLEGe: Concept Embedding Generation for Large Language Models

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Mar 22, 2024
Ryan Teehan, Brenden Lake, Mengye Ren

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Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training

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Mar 14, 2024
Yanlai Yang, Matt Jones, Michael C. Mozer, Mengye Ren

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Self-supervised learning of video representations from a child's perspective

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Feb 01, 2024
A. Emin Orhan, Wentao Wang, Alex N. Wang, Mengye Ren, Brenden M. Lake

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Learning and Forgetting Unsafe Examples in Large Language Models

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Dec 20, 2023
Jiachen Zhao, Zhun Deng, David Madras, James Zou, Mengye Ren

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LifelongMemory: Leveraging LLMs for Answering Queries in Egocentric Videos

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Dec 07, 2023
Ying Wang, Yanlai Yang, Mengye Ren

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BIM: Block-Wise Self-Supervised Learning with Masked Image Modeling

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Nov 28, 2023
Yixuan Luo, Mengye Ren, Sai Qian Zhang

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Towards Unsupervised Object Detection From LiDAR Point Clouds

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Nov 03, 2023
Lunjun Zhang, Anqi Joyce Yang, Yuwen Xiong, Sergio Casas, Bin Yang, Mengye Ren, Raquel Urtasun

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Rethinking Closed-loop Training for Autonomous Driving

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Jun 27, 2023
Chris Zhang, Runsheng Guo, Wenyuan Zeng, Yuwen Xiong, Binbin Dai, Rui Hu, Mengye Ren, Raquel Urtasun

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Gaussian-Bernoulli RBMs Without Tears

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Oct 19, 2022
Renjie Liao, Simon Kornblith, Mengye Ren, David J. Fleet, Geoffrey Hinton

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