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Alex Smola

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A Cheaper and Better Diffusion Language Model with Soft-Masked Noise

Apr 10, 2023
Jiaao Chen, Aston Zhang, Mu Li, Alex Smola, Diyi Yang

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Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition

Apr 10, 2023
Shuhuai Ren, Aston Zhang, Yi Zhu, Shuai Zhang, Shuai Zheng, Mu Li, Alex Smola, Xu Sun

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Multimodal Chain-of-Thought Reasoning in Language Models

Feb 17, 2023
Zhuosheng Zhang, Aston Zhang, Mu Li, Hai Zhao, George Karypis, Alex Smola

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RLSbench: Domain Adaptation Under Relaxed Label Shift

Feb 06, 2023
Saurabh Garg, Nick Erickson, James Sharpnack, Alex Smola, Sivaraman Balakrishnan, Zachary C. Lipton

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Parameter-Efficient Fine-Tuning Design Spaces

Jan 04, 2023
Jiaao Chen, Aston Zhang, Xingjian Shi, Mu Li, Alex Smola, Diyi Yang

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Automatic Chain of Thought Prompting in Large Language Models

Oct 07, 2022
Zhuosheng Zhang, Aston Zhang, Mu Li, Alex Smola

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Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition

Jul 04, 2022
Haotao Wang, Aston Zhang, Yi Zhu, Shuai Zheng, Mu Li, Alex Smola, Zhangyang Wang

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Mixture Proportion Estimation and PU Learning: A Modern Approach

Nov 01, 2021
Saurabh Garg, Yifan Wu, Alex Smola, Sivaraman Balakrishnan, Zachary C. Lipton

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