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Hungry Hungry Hippos: Towards Language Modeling with State Space Models


Dec 28, 2022
Tri Dao, Daniel Y. Fu, Khaled K. Saab, Armin W. Thomas, Atri Rudra, Christopher Ré

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Lost in Transmission: On the Impact of Networking Corruptions on Video Machine Learning Models


Jun 10, 2022
Trenton Chang, Daniel Y. Fu

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* 12 pages, 12 figures (with supplemental: 34 pages) 

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FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness


May 27, 2022
Tri Dao, Daniel Y. Fu, Stefano Ermon, Atri Rudra, Christopher Ré

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TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval


Apr 18, 2022
Megan Leszczynski, Daniel Y. Fu, Mayee F. Chen, Christopher Ré

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* Accepted to Findings of ACL 2022 

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Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning


Apr 15, 2022
Mayee F. Chen, Daniel Y. Fu, Avanika Narayan, Michael Zhang, Zhao Song, Kayvon Fatahalian, Christopher Ré

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Shoring Up the Foundations: Fusing Model Embeddings and Weak Supervision


Mar 24, 2022
Mayee F. Chen, Daniel Y. Fu, Dyah Adila, Michael Zhang, Frederic Sala, Kayvon Fatahalian, Christopher Ré

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Train and You'll Miss It: Interactive Model Iteration with Weak Supervision and Pre-Trained Embeddings


Jun 26, 2020
Mayee F. Chen, Daniel Y. Fu, Frederic Sala, Sen Wu, Ravi Teja Mullapudi, Fait Poms, Kayvon Fatahalian, Christopher Ré

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Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods


Feb 27, 2020
Daniel Y. Fu, Mayee F. Chen, Frederic Sala, Sarah M. Hooper, Kayvon Fatahalian, Christopher Ré

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Multi-Resolution Weak Supervision for Sequential Data


Oct 21, 2019
Frederic Sala, Paroma Varma, Jason Fries, Daniel Y. Fu, Shiori Sagawa, Saelig Khattar, Ashwini Ramamoorthy, Ke Xiao, Kayvon Fatahalian, James Priest, Christopher Ré

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* NeurIPS 2019 (Conference on Neural Information Processing Systems) 

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Rekall: Specifying Video Events using Compositions of Spatiotemporal Labels


Oct 07, 2019
Daniel Y. Fu, Will Crichton, James Hong, Xinwei Yao, Haotian Zhang, Anh Truong, Avanika Narayan, Maneesh Agrawala, Christopher Ré, Kayvon Fatahalian

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