ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition by Massiceti, Daniela, Zintgraf, Luisa, Bronskill, John, Theodorou, Lida, Harris, Matthew Tobias, Cutrell, Edward, Morrison, Cecily, Hofmann, Katja, Stumpf, Simone

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SportsNGEN: Sustained Generation of Realistic Multi-player Sports Gameplay by Thorpe, Lachlan, Bawden, Lewis, Vendal, Karanjot, Bronskill, John, Turner, Richard E

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LLM Processes: Numerical Predictive Distributions Conditioned on Natural Language by Requeima, James, Bronskill, John, Choi, Dami, Turner, Richard E, Duvenaud, David

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Adversarial Attacks are a Surprisingly Strong Baseline for Poisoning Few-Shot Meta-Learners by Oldewage, Elre T, Bronskill, John, Turner, Richard E

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ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition by Massiceti, Daniela, Zintgraf, Luisa, Bronskill, John, Theodorou, Lida, Matthew Tobias Harris, Cutrell, Edward, Morrison, Cecily, Hofmann, Katja, Stumpf, Simone

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FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification by Shysheya, Aliaksandra, Bronskill, John, Patacchiola, Massimiliano, Nowozin, Sebastian, Turner, Richard E

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On the Efficacy of Differentially Private Few-shot Image Classification by Tobaben, Marlon, Shysheya, Aliaksandra, Bronskill, John, Paverd, Andrew, Tople, Shruti, Zanella-Beguelin, Santiago, Turner, Richard E, Honkela, Antti

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Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification by Patacchiola, Massimiliano, Bronskill, John, Shysheya, Aliaksandra, Hofmann, Katja, Nowozin, Sebastian, Turner, Richard E

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Memory Efficient Meta-Learning with Large Images by Bronskill, John, Massiceti, Daniela, Patacchiola, Massimiliano, Hofmann, Katja, Nowozin, Sebastian, Turner, Richard E

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TaskNorm: Rethinking Batch Normalization for Meta-Learning by Bronskill, John, Gordon, Jonathan, Requeima, James, Nowozin, Sebastian, Turner, Richard E

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Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes by Requeima, James, Gordon, Jonathan, Bronskill, John, Nowozin, Sebastian, Turner, Richard E

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Meta-Learning Probabilistic Inference For Prediction by Gordon, Jonathan, Bronskill, John, Bauer, Matthias, Nowozin, Sebastian, Turner, Richard E

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Identifying Children and Youth With Autism Spectrum Disorder in Electronic Medical Records: Examining Health System Utilization and Comorbidities by Brooks, Jennifer D., Bronskill, Susan E., Fu, Longdi, Saxena, Farah E., Arneja, Jasleen, Pinzaru, Virgiliu Bogdan, Anagnostou, Evdokia, Nylen, Kirk, McLaughlin, John, Tu, Karen

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DIVERT-Collaboration Action Research and Evaluation (CARE) Trial Protocol: a multiprovincial pragmatic cluster randomised trial of cardiorespiratory management in home care by Costa, Andrew P, Schumacher, Connie, Jones, Aaron, Dash, Darly, Campbell, Graham, Junek, Mats, Agarwal, Gina, Bell, Chaim M, Boscart, Veronique, Bronskill, Susan E, Feeny, David, Hébert, Paul C, Heckman, George A, Hirdes, John P, Lee, Linda, McKelvie, Robert S, Mitchell, Lori, Sinha, Samir K, Davis, Joy, Priddle, Tammy, Rose, Joanne, Gillan, Roslyn, Mills, Deborah, Haughton, Dilys

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Linkage of whole genome sequencing and administrative health data in autism: A proof of concept study by Baribeau, Danielle A., Arneja, Jasleen, Wang, Xuesong, Howe, Jennifer, McLaughlin, John R., Tu, Karen, Guan, Jun, Iaboni, Alana, Kelley, Elizabeth, Ayub, Muhammad, Nicolson, Robert, Georgiades, Stelios, Scherer, Stephen W., Bronskill, Susan E., Anagnostou, Evdokia, Brooks, Jennifer D.

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Derivation and Validation of the Detection of Indicators and Vulnerabilities for Emergency Room Trips Scale for Classifying the Risk of Emergency Department Use in Frail Community-... by Costa, Andrew P., Hirdes, John P., Bell, Chaim M., Bronskill, Susan E., Heckman, George A., Mitchell, Lori, Poss, Jeffery W., Sinha, Samir K., Stolee, Paul

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Assessing the validity of administrative health data for the identification of children and youth with autism spectrum disorder in Ontario by Brooks, Jennifer D., Arneja, Jasleen, Fu, Longdi, Saxena, Farah E., Tu, Karen, Pinzaru, Virgiliu Bogdan, Anagnostou, Evdokia, Nylen, Kirk, Saunders, Natasha R., Lu, Hong, McLaughlin, John, Bronskill, Susan E.

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Patterns and Determinants of Dementia Pharmacotherapy in a Population-Based Cohort of Home Care Clients by Maxwell, Colleen J., Vu, Mary, Hogan, David B., Patten, Scott B., Jantzi, Micaela, Kergoat, Marie-Jeanne, Jetté, Nathalie, Bronskill, Susan E., Heckman, George, Hirdes, John P.

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MRI-visible perivascular space volumes, sleep duration and daytime dysfunction in adults with cerebrovascular disease by Ramirez, Joel, Holmes, Melissa F., Berezuk, Courtney, Kwan, Donna, Tan, Brian, Beaton, Derek, Scott, Christopher J.M., Gao, Fuqiang, Yu, Di, Swardfager, Walter, Lawrence-Dewar, Jane, Dowlatshahi, Dar, Saposnik, Gustavo, Murray, Brian J., Symons, Sean, Bartha, Robert, Black, Sandra E., Swartz, Richard H., Strong, Michael, Kleinstiver, Peter, Rashkovan, Natalie, Bronskill, Susan, Finger, Elizabeth, Fischer, Corinne, Freedman, Morris, Kumar, Sanjeev, Pasternak, Stephen, Pollock, Bruce, Rajji, Tarek, Seitz, Dallas, Tang-Wai, David, Tartaglia, Carmela, Varriano, Brenda, Abrahao, Agessandro, Shoesmith, Christen, Lawrence-Dewar, Jane, Kwan, Donna, Tan, Brian, Cornish, Ben, Van Ooteghem, Karen, Faria, Frederico, Montero-Odasso, Manuel, Sarquis-Adamson, Yanina, Black, Alanna, Greenberg, Barry, Hatch, Wendy, Hudson, Chris, Leontieva, Elena, Margolin, Ed, Mandelcorn, Efrem, Brien, Don, Chen, Ying, Coe, Brian, Bonnick, Alisia, Casaubon, Leanne, Dowlatshahi, Dar, Hassan, Ayman, Saposnik, Gustavo, Swartz, Richard H., Breen, David, Grimes, David, Jog, Mandar, Lang, Anthony, Marras, Connie, Masellis, Mario, Steeves, Tom, Bulman, Dennis, Ghani, Mahdi, Hegele, Rob, Robinson, John, Rogaeva, Ekaterina, Farhan, Sali, Nanayakkara, Nuwan, Ramirez, Joel, Scott, Christopher, Symons, Sean, Berezuk, Courtney, Holmes, Melissa, Adamo, Sabrina, Ozzoude, Miracle, Zamyadi, Mojdeh, Arnott, Stephen, Beaton, Derek, Binns, Malcolm, Raamana, Pradeep, Strother, Stephen, Sunderland, Kelly, Theyers, Athena, Uthirakumaran, Abiramy, Zou, Guangyong (GY), Sujanthan, Sujeevini, Munoz, David, Dixon, Roger A., Woulfe, John, Levine, Brian, McLaughlin, Paula, Orange, J.B., Peltsch, Alicia, Roberts, Angela, Troyer, Angela

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Soluble Epoxide Hydrolase Derived Linoleic Acid Oxylipins, Small Vessel Disease Markers, and Neurodegeneration in Stroke by Yu, Di, Liang, Nuanyi, Zebarth, Julia, Shen, Qing, Ozzoude, Miracle, Goubran, Maged, Rabin, Jennifer S, Ramirez, Joel, Scott, Christopher J M, Gao, Fuqiang, Bartha, Robert, Symons, Sean, Haddad, Seyyed Mohammad Hassan, Berezuk, Courtney, Tan, Brian, Kwan, Donna, Hegele, Robert A, Dilliott, Allison A, Nanayakkara, Nuwan D, Binns, Malcolm A, Beaton, Derek, Arnott, Stephen R, Lawrence-Dewar, Jane M, Hassan, Ayman, Dowlatshahi, Dar, Mandzia, Jennifer, Sahlas, Demetrios, Casaubon, Leanne, Saposnik, Gustavo, Otoki, Yurika, Lanctôt, Krista L, Masellis, Mario, Black, Sandra E, Swartz, Richard H, Taha, Ameer Y, Swardfager, Walter

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