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Physically Motivated Deep Learning to Superresolve and Cross Calibrate Solar Magnetograms Munoz-Jaramillo, Andres; Jungbluth, Anna; Gitiaux, Xavier; Wright, Paul J.; Shneider, Carl; Maloney, Shane A.; Baydin, Atilim Gunes; Gal, Yarin; Deudon, Michel; Kalaitzis, Freddie Share Save
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Generating Physically-Consistent Satellite Imagery for Climate Visualizations Lutjens, Bjorn; Leshchinskiy, Brandon; Boulais, Oceane; Chishtie, Farrukh; Diaz-Rodriguez, Natalia; Masson-Forsythe, Margaux; Mata-Payerro, Ana; Requena-Mesa, Christian; Sankaranarayanan, Aruna; Pina, Aaron; Gal, Yarin; Raissi, Chedy; Lavin, Alexander; Newman, Dava Share Save
Technology readiness levels for machine learning systems Lavin, Alexander; Gilligan-Lee, Ciaran M.; Visnjic, Alessya; Ganju, Siddha; Newman, Dava; Ganguly, Sujoy; Lange, Danny; Baydin, Atilim Gunes; Sharma, Amit; Gibson, Adam; Zheng, Stephan; Xing, Eric P.; Mattmann, Chris; Parr, James; Gal, Yarin Share Save
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Mask wearing in community settings reduces SARS-CoV-2 transmission Leech, Gavin; Rogers-Smith, Charlie; Monrad, Joshua Teperowski; Sandbrink, Jonas B.; Snodin, Benedict; Zinkov, Robert; Rader, Benjamin; Brownstein, John S.; Gal, Yarin; Bhatt, Samir; Sharma, Mrinank; Mindermann, Soren; Brauner, Jan M.; Aitchison, Laurence Share Save
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Propagating Uncertainty Across Cascaded Medical Imaging Tasks for Improved Deep Learning Inference Mehta, Raghav; Christinck, Thomas; Nair, Tanya; Bussy, Aurelie; Premasiri, Swapna; Costantino, Manuela; Chakravarthy, M. Mallar; Arnold, Douglas L.; Gal, Yarin; Arbel, Tal Share Save
Understanding the effectiveness of government interventions against the resurgence of COVID-19 in Europe Sharma, Mrinank; Mindermann, Soren; Rogers-Smith, Charlie; Leech, Gavin; Snodin, Benedict; Ahuja, Janvi; Sandbrink, Jonas B.; Monrad, Joshua Teperowski; Altman, George; Dhaliwal, Gurpreet; Finnveden, Lukas; Norman, Alexander John; Oehm, Sebastian B.; Sandkuehler, Julia Fabienne; Aitchison, Laurence; Gavenciak, Tomas; Mellan, Thomas; Kulveit, Jan; Chindelevitch, Leonid; Flaxman, Seth; Gal, Yarin; Mishra, Swapnil; Bhatt, Samir; Brauner, Jan Markus Share Save
Galaxy Zoo DECaLS: Detailed visual morphology measurements from volunteers and deep learning for 314 000 galaxies Walmsley, Mike; Lintott, Chris; Geron, Tobias; Kruk, Sandor; Krawczyk, Coleman; Willett, Kyle W.; Bamford, Steven; Kelvin, Lee S.; Fortson, Lucy; Gal, Yarin; Keel, William; Masters, Karen L.; Mehta, Vihang; Simmons, Brooke D.; Smethurst, Rebecca; Smith, Lewis; Baeten, Elisabeth M.; Macmillan, Christine Share Save
Changing composition of SARS-CoV-2 lineages and rise of Delta variant in England Mishra, Swapnil; Mindermann, Soren; Sharma, Mrinank; Whittaker, Charles; Mellan, Thomas A.; Wilton, Thomas; Klapsa, Dimitra; Mate, Ryan; Fritzsche, Martin; Zambon, Maria; Ahuja, Janvi; Howes, Adam; Miscouridou, Xenia; Nason, Guy P.; Ratmann, Oliver; Semenova, Elizaveta; Leech, Gavin; Sandkuehler, Julia Fabienne; Rogers-Smith, Charlie; Vollmer, Michaela; Unwin, H. Juliette T.; Gal, Yarin; Chand, Meera; Gandy, Axel; Martin, Javier; Volz, Erik; Ferguson, Neil M.; Bhatt, Samir; Brauner, Jan M.; Flaxman, Seth Share Save
Multichannel autocalibration for the Atmospheric Imaging Assembly using machine learning Dos Santos, Luiz F. G.; Bose, Souvik; Salvatelli, Valentina; Neuberg, Brad; Cheung, Mark C. M.; Janvier, Miho; Jin, Meng; Gal, Yarin; Boerner, Paul; Baydin, Atilim Guenes Share Save
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Galaxy Zoo: probabilistic morphology through Bayesian CNNs and active learning Walmsley, Mike; Smith, Lewis; Lintott, Chris; Gal, Yarin; Bamford, Steven; Dickinson, Hugh; Fortson, Lucy; Kruk, Sandor; Masters, Karen; Scarlata, Claudia; Simmons, Brooke; Smethurst, Rebecca; Wright, Darryl Share Save
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