Canadian Surgery Forum 2018: St. John's, NL Sept. 13-15, 2018.
Canadian journal of surgery Journal canadien de chirurgie（2018）
From the University of Toronto | From the McGill University Health Centre | From the LAC+USC Medical Center | LAC+USC Medical Center | UT Southwestern Medical Center | Johns Hopkins University School of Medicine | Queen's University | McMaster University | University of Toronto | From the Armed Forces Hospitals - Southern Region | From the University of Alberta | From Western University | McGill University | McGill University Health Centre | University of British Columbia | Sunnybrook Health Sciences Centre | Western University | University of Ottawa | Grand River Regional Cancer Centre | Kenyatta National Hospital | From Queen's University | Centre Hospitalier de l'Université de Montréal | From McGill University | Partners in Health | JJ Dossen Memorial Hospital | Brigham and Women's Hospital | From the University of Calgary | From the University of Manitoba | St. Joseph's Healthcare | From McMaster University | From the Duke-National University of Singapore - Singapore General Hospital | William Osler Health | Dalhousie University | University of Alberta | Institute for Clinical Evaluative Sciences | University of Manitoba | University of Toronto - Saint Michael's Hospital | University Health Network | University of Calgary | Indiana University School of Medicine | Rocky Vista School of Medicine | From the University of British Columbia | From the University of Western Ontario | From the University of Ottawa | Windsor Regional Hospital | Université de Sherbrooke | From CancerCare Manitoba | Royal College of Surgeons in Ireland | London Health Sciences Centre | Simon Fraser University | From The Canadian Medical Protective Association | University of Ottawa. | CancerCare Manitoba | McGill University. | The University of Texas Health Science Center | University of Ottawa Heart Institute | The Ottawa Hospital | Ottawa Hospital Research Institute | University of Oxford | Memorial Sloan Kettering Cancer Center | Mount Sinai Hospital and School of Medicine | Cleveland Clinic Florida | Mount Sinai Hospital | From Centre Hospitalier Universitaire de Québec - Université Laval | Johns Hopkins Bloomberg School of Public Health | Florida Hospital | Kingston Health Sciences Centre | Cancer Strategic Clinical Network | Alberta Health Services | Alberta Health Services. | From the University of Saskatchewan | University Hospitals Bristol | Virginia Mason Medical Center | From Surrey Memorial Hospital | Umm Al-Qura University | King Abdullah Medical City | Canadian Surgical Technologies & Advanced Robotics | Canadian Surgical Technologies & Advanced Robotics and Western University | The University of Texas MD Anderson Cancer Center | Arizona State University | Strasbourg University Hospital | Turin University Hospital | Laurentian University | Johns Hopkins University | Mayo Clinic | University of Toronto. | BC Cancer Agency Vancouver Island Centre | Hôpital Paul-Brousse | Nouvel Hôpital Civil | Institut Gustave Roussy | Centre Hospitalier Universitaire de Reims | Centre Hospitalier Universitaire d'Angers | Institute Paoli-Calmettes | Sunnybrook Research Institute | Centre Hospitalier Universitaire de Montpellier | Institut Hospitalo-Universitaire de Strasbourg | University of Sherbrooke | University of Montreal | Institute of Clinical Evaluative Sciences | Odette Cancer Centre | From the University Health Network | Canadian Partnership Against Cancer | Nova Scotia Health Authority | Eastern Health | Fred Hutchinson Cancer Research Center | University of Utah | University of Montréal | Hôpital Maisonneuve- Rosemont | Lawson Health Research Institute | University of Saskatchewan | Saskatchewan Cancer Agency | Saskatchewan Health Authority | Earle A Chiles Research Institute at Providence Cancer Center | The Oregon Clinic Gastrointestinal and Minimally Invasive Surgery | From the London Health Sciences Centre | Fox Chase Cancer Center | Sunnybook Health Sciences Centre | From Dalhousie University | From Etobicoke General Hospital | From Humber River Hospital | University of Newcastle | Gosford District Hospital | From the Northern Ontario School of Medicine | From Memorial University of Newfoundland | University of Limerick
- Pretraining has recently greatly promoted the development of natural language processing (NLP)
- We show that M6 outperforms the baselines in multimodal downstream tasks, and the large M6 with 10 parameters can reach a better performance
- We propose a method called M6 that is able to process information of multiple modalities and perform both single-modal and cross-modal understanding and generation
- The model is scaled to large model with 10 billion parameters with sophisticated deployment, and the 10 -parameter M6-large is the largest pretrained model in Chinese
- Experimental results show that our proposed M6 outperforms the baseline in a number of downstream tasks concerning both single modality and multiple modalities We will continue the pretraining of extremely large models by increasing data to explore the limit of its performance
