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Rectified Flow: A Marginal Preserving Approach to Optimal Transport


Sep 29, 2022
Qiang Liu


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BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach


Sep 19, 2022
Mao Ye, Bo Liu, Stephen Wright, Peter Stone, Qiang Liu


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Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow


Sep 07, 2022
Xingchao Liu, Chengyue Gong, Qiang Liu


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Factor Graph Accelerator for LiDAR-Inertial Odometry


Sep 06, 2022
Yuhui Hao, Bo Yu, Qiang Liu, Shaoshan Liu, Yuhao Zhu

* ICCAD 2022 

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Deep Stable Representation Learning on Electronic Health Records


Sep 03, 2022
Yingtao Luo, Zhaocheng Liu, Qiang Liu

* 11 pages, 6 figures. Accepted by IEEE ICDM 2022 

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First Hitting Diffusion Models


Sep 02, 2022
Mao Ye, Lemeng Wu, Qiang Liu


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Future Gradient Descent for Adapting the Temporal Shifting Data Distribution in Online Recommendation Systems


Sep 02, 2022
Mao Ye, Ruichen Jiang, Haoxiang Wang, Dhruv Choudhary, Xiaocong Du, Bhargav Bhushanam, Aryan Mokhtari, Arun Kejariwal, Qiang Liu


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Diffusion-based Molecule Generation with Informative Prior Bridges


Sep 02, 2022
Lemeng Wu, Chengyue Gong, Xingchao Liu, Mao Ye, Qiang Liu


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Let us Build Bridges: Understanding and Extending Diffusion Generative Models


Aug 31, 2022
Xingchao Liu, Lemeng Wu, Mao Ye, Qiang Liu


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Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks


Aug 31, 2022
Wenhui Wang, Hangbo Bao, Li Dong, Johan Bjorck, Zhiliang Peng, Qiang Liu, Kriti Aggarwal, Owais Khan Mohammed, Saksham Singhal, Subhojit Som, Furu Wei

* 18 pages 

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