The MAIDA initiative: establishing a framework for global medical-imaging data sharing
Saenz, Agustina, Chen, Emma, Marklund, Henrik, Rajpurkar, Pranav
Published in The Lancet. Digital health (01.01.2024)
Published in The Lancet. Digital health (01.01.2024)
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Deep learning assistance for the histopathologic diagnosis of Helicobacter pylori
Zhou, Sharon, Marklund, Henrik, Blaha, Ondrej, Desai, Manisha, Martin, Brock, Bingham, David, Berry, Gerald J., Gomulia, Ellen, Ng, Andrew Y., Shen, Jeanne
Published in Intelligence-based medicine (01.11.2020)
Published in Intelligence-based medicine (01.11.2020)
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Maintaining Plasticity in Continual Learning via Regenerative Regularization
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Adaptive Crowdsourcing Via Self-Supervised Learning
Kagrecha, Anmol, Marklund, Henrik, Benjamin Van Roy, Jeon, Hong Jun, Zeckhauser, Richard
Published in arXiv.org (02.02.2024)
Published in arXiv.org (02.02.2024)
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Continual Learning as Computationally Constrained Reinforcement Learning
Kumar, Saurabh, Marklund, Henrik, Rao, Ashish, Zhu, Yifan, Jeon, Hong Jun, Liu, Yueyang, Benjamin Van Roy
Published in arXiv.org (20.08.2023)
Published in arXiv.org (20.08.2023)
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Adaptive Risk Minimization: Learning to Adapt to Domain Shift
Zhang, Marvin, Marklund, Henrik, Dhawan, Nikita, Gupta, Abhishek, Levine, Sergey, Finn, Chelsea
Published in arXiv.org (01.12.2021)
Published in arXiv.org (01.12.2021)
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Extending the WILDS Benchmark for Unsupervised Adaptation
Sagawa, Shiori, Pang Wei Koh, Lee, Tony, Gao, Irena, Xie, Sang Michael, Shen, Kendrick, Kumar, Ananya, Hu, Weihua, Yasunaga, Michihiro, Marklund, Henrik, Beery, Sara, Etienne, David, Stavness, Ian, Guo, Wei, Leskovec, Jure, Saenko, Kate, Hashimoto, Tatsunori, Levine, Sergey, Finn, Chelsea, Liang, Percy
Published in arXiv.org (24.04.2022)
Published in arXiv.org (24.04.2022)
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WILDS: A Benchmark of in-the-Wild Distribution Shifts
Pang Wei Koh, Sagawa, Shiori, Marklund, Henrik, Xie, Sang Michael, Zhang, Marvin, Balsubramani, Akshay, Hu, Weihua, Yasunaga, Michihiro, Richard Lanas Phillips, Gao, Irena, Lee, Tony, Etienne, David, Stavness, Ian, Guo, Wei, Earnshaw, Berton A, Haque, Imran S, Beery, Sara, Leskovec, Jure, Kundaje, Anshul, Pierson, Emma, Levine, Sergey, Finn, Chelsea, Liang, Percy
Published in arXiv.org (16.07.2021)
Published in arXiv.org (16.07.2021)
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CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison
Irvin, Jeremy, Rajpurkar, Pranav, Ko, Michael, Yu, Yifan, Ciurea-Ilcus, Silviana, Chute, Chris, Marklund, Henrik, Haghgoo, Behzad, Ball, Robyn, Shpanskaya, Katie, Seekins, Jayne, Mong, David A, Halabi, Safwan S, Sandberg, Jesse K, Jones, Ricky, Larson, David B, Langlotz, Curtis P, Patel, Bhavik N, Lungren, Matthew P, Ng, Andrew Y
Published in arXiv.org (21.01.2019)
Published in arXiv.org (21.01.2019)
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