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Contactless Oxygen Monitoring with Gated Transformer


Dec 06, 2022
Hao He, Yuan Yuan, Ying-Cong Chen, Peng Cao, Dina Katabi

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* 19 pages, Workshop on Learning from Time Series for Health, NeurIPS 2022 

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MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis


Nov 16, 2022
Tianhong Li, Huiwen Chang, Shlok Kumar Mishra, Han Zhang, Dina Katabi, Dilip Krishnan

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SimPer: Simple Self-Supervised Learning of Periodic Targets


Oct 06, 2022
Yuzhe Yang, Xin Liu, Jiang Wu, Silviu Borac, Dina Katabi, Ming-Zher Poh, Daniel McDuff

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* Code and data are available at https://github.com/YyzHarry/SimPer 

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Supervised Contrastive Regression


Oct 03, 2022
Kaiwen Zha, Peng Cao, Yuzhe Yang, Dina Katabi

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* The first two authors contributed equally to this paper 

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Unsupervised Learning for Human Sensing Using Radio Signals


Jul 06, 2022
Tianhong Li, Lijie Fan, Yuan Yuan, Dina Katabi

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* WACV 2022. The first three authors contributed equally to this paper 

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On Multi-Domain Long-Tailed Recognition, Generalization and Beyond


Mar 17, 2022
Yuzhe Yang, Hao Wang, Dina Katabi

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* Code and data are available at https://github.com/YyzHarry/multi-domain-imbalance 

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Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning


Feb 22, 2022
Hao He, Kaiwen Zha, Dina Katabi

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* The first two authors contributed equally to this paper 

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Unsupervised Domain Generalization by Learning a Bridge Across Domains


Dec 04, 2021
Sivan Harary, Eli Schwartz, Assaf Arbelle, Peter Staar, Shady Abu-Hussein, Elad Amrani, Roei Herzig, Amit Alfassy, Raja Giryes, Hilde Kuehne, Dina Katabi, Kate Saenko, Rogerio Feris, Leonid Karlinsky

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Targeted Supervised Contrastive Learning for Long-Tailed Recognition


Nov 27, 2021
Tianhong Li, Peng Cao, Yuan Yuan, Lijie Fan, Yuzhe Yang, Rogerio Feris, Piotr Indyk, Dina Katabi

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* The first two authors contributed equally to this paper 

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Delving into Deep Imbalanced Regression


Feb 18, 2021
Yuzhe Yang, Kaiwen Zha, Ying-Cong Chen, Hao Wang, Dina Katabi

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* Code and data are available at https://github.com/YyzHarry/imbalanced-regression 

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