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检索条件"机构=Montreal Inst Learning Algorithms Mila"
49 条 记 录,以下是41-50 订阅
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Multi-scale Information Diffusion Prediction with Reinforced Recurrent Networks  28
Multi-scale Information Diffusion Prediction with Reinforced...
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28th International Joint Conference on Artificial Intelligence
作者: Yang, Cheng Tang, Jian Sun, Maosong Cui, Ganqu Liu, Zhiyuan Tsinghua Univ Dept Comp Sci & Technol Beijing Peoples R China Tsinghua Univ Inst Artificial Intelligence Beijing Peoples R China Tsinghua Univ State Key Lab Intelligent Technol & Syst Beijing Peoples R China Mila Quebec Inst Learning Algorithms Montreal PQ Canada HEC Montreal Montreal PQ Canada Canadian Inst Adv Res CIFAR Toronto ON Canada
Information diffusion prediction is an important task which studies how information items spread among users. With the success of deep learning techniques, recurrent neural networks (RNNs) have shown their powerful ca...
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HOW TRANSFERABLE ARE FEATURES IN CONVOLUTIONAL NEURAL NETWORK ACOUSTIC MODELS ACROSS LANGUAGES?  44
HOW TRANSFERABLE ARE FEATURES IN CONVOLUTIONAL NEURAL NETWOR...
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44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
作者: Thompson, Jessica A. F. Schoenwiesner, Marc Bengio, Yoshua Willett, Daniel Univ Montreal Int Lab Brain Mus & Sound Res BRAMS Montreal PQ Canada Quebec Inst Learning Algorithms Mila Montreal PQ Canada CRBLM Montreal PQ Canada Univ Leipzig Inst Biol Leipzig Germany Nuance Commun Aachen Germany
Characterization of the representations learned in intermediate layers of deep networks can provide valuable insight into the nature of a task and can guide the development of well-tailored learning strategies. Here w... 详细信息
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Artificial intelligence and open science in discovery of disease-modifying medicines for Alzheimer's disease
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CELL REPORTS MEDICINE 2024年 第2期5卷 101379-101379页
作者: Cheng, Feixiong Wang, Fei Tang, Jian Zhou, Yadi Fu, Zhimin Zhang, Pengyue Haines, Jonathan L. Leverenz, James B. Gan, Li Hu, Jianying Rosen-Zvi, Michal Pieper, Andrew A. Cummings, Jeffrey Cleveland Clin Genom Med Inst Lerner Res Inst Cleveland OH 44195 USA Cleveland Clin Lerner Res Inst Genome Ctr Cleveland OH 44195 USA Case Western Reserve Univ Cleveland Clin Dept Mol Med Lerner Coll Med Cleveland OH 44195 USA Cornell Univ Dept Populat Hlth Sci Weill Cornell Med Coll New York NY 10065 USA HEC Montreal Mila Quebec Inst Learning Algorithms Montreal PQ H3T 2A7 Canada HEC Montreal CIFAR AI Res Chair Montreal PQ H3T 2A7 Canada Northeast Ohio Med Univ Coll Pharm Rootstown OH 44272 USA Indiana Univ Dept Biostat & Hlth Data Sci Indianapolis IN 46037 USA Case Western Reserve Univ Cleveland Inst Computat Biol Cleveland OH 44106 USA Case Western Reserve Univ Dept Populat & Quantitat Hlth Sci Cleveland OH 44106 USA Cleveland Clin Neurol Inst Lou Ruvo Ctr Brain Hlth Cleveland OH 44195 USA Weill Cornell Med Helen & Robert Appel Alzheimers Dis Res Inst Brain & Mind Res Inst New York NY 10021 USA IBM Res Yorktown Hts NY 10598 USA IBM Res Labs AI Accelerated Healthcare & Life Sci Discovery IL-3498825 Haifa Israel Hebrew Univ Jerusalem Fac Med IL-9190500 Jerusalem Israel Univ Hosp Cleveland Harrington Discovery Inst Brain Hlth Med Ctr Med Ctr Cleveland OH 44106 USA Case Western Reserve Univ Dept Psychiat Cleveland OH 44106 USA Louis Stokes Cleveland VA Med Ctr Geriatr Psychiat GRECC Cleveland OH 44106 USA Case Western Reserve Univ Sch Med Inst Transformat Mol Med Cleveland OH 44106 USA Case Western Reserve Univ Sch Med Dept Pathol Cleveland OH 44106 USA Case Western Reserve Univ Sch Med Dept Neurosci Cleveland OH 44106 USA UNLV Sch Integrated Hlth Sci Dept Brain Hlth Chambers Grundy Ctr Transformat Neurosci Las Vegas NV 89154 USA
The high failure rate of clinical trials in Alzheimer's disease (AD) and AD-related dementia (ADRD) is due to a lack of understanding of the pathophysiology of disease, and this deficit may be addressed by applyin...
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Mutual Information Neural Estimation  35
Mutual Information Neural Estimation
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35th International Conference on Machine learning (ICML)
作者: Belghazi, Mohamed Ishmael Baratin, Aristide Rajeswar, Sai Ozair, Sherjil Bengio, Yoshua Courville, Aaron Hjelm, R. Devon Univ Montreal Montreal Inst Learning Algorithms MILA Montreal PQ Canada McGill Univ Dept Math & Stat Montreal PQ Canada Canadian Inst Adv Res CIFAR Toronto ON Canada Inst Data Valorizat IVADO Montreal PQ Canada
We argue that the estimation of mutual information between high dimensional continuous random variables can be achieved by gradient descent over neural networks. We present a Mutual Information Neural Estimator (MINE)... 详细信息
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Scaling behavior in measured keystroke time series from patients with Parkinson's disease
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EUROPEAN PHYSICAL JOURNAL B 2020年 第7期93卷 126-126页
作者: Madanchi, Ata Taghavi-Shahri, Fatemeh Taghavi-Shahri, Seyed Mahmood Tabar, Mohammed Reza Rahimi McGill Univ Dept Phys Montreal PQ H3A 2T8 Canada Montreal Inst Learning Algorithms MILA Montreal PQ H2S 3H1 Canada Ferdowsi Univ Mashhad Dept Phys POB 1436 Mashhad Razavi Khorasan Iran Isfahan Univ Med Sci Sch Publ Hlth Dept Epidemiol & Biostat Esfahan Iran Sharif Univ Technol Dept Phys Tehran 111559161 Iran Carl von Ossietzky Univ Oldenburg Inst Phys D-26111 Oldenburg Germany Carl von Ossietzky Univ Oldenburg ForWind D-26111 Oldenburg Germany
Parkinson has remained as one of the most difficult diseases to diagnose, as there are no biomarkers to be measured, and this requires one patient to do neurological and physical examinations. As Parkinson is a progre... 详细信息
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A Two-Engine interaction driven many-objective evolutionary algorithm with feasibility-aware adaptation
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APPLIED SOFT COMPUTING 2019年 82卷 105588-000页
作者: Ge, Hongwei Zhao, Mingde Zhang, Kai Hou, Yaqing Dalian Univ Technol Coll Comp Sci & Technol Dalian Liaoning Peoples R China Montreal Inst Learning Algorithms Mila Montreal PQ Canada McGill Univ Sch Comp Sci Montreal PQ Canada Washington Univ Dept Comp Sci & Engn St Louis MO 63110 USA Nanyang Technol Univ Sch Comp Sci & Engn Singapore Singapore
The infeasible parts of the objective space in many-objective optimization problems make evolutionary algorithms face difficulties in obtaining proximity and maintaining diversity simultaneously. This paper proposes a... 详细信息
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Deep generative molecular design reshapes drug discovery
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CELL REPORTS MEDICINE 2022年 第12期3卷 100794-100794页
作者: Zeng, Xiangxiang Wang, Fei Luo, Yuan Kang, Seung-Gu Tang, Jian Lightstone, Felice C. Fang, Evandro F. Cornell, Wendy Nussinov, Ruth Cheng, Feixiong Hunan Univ Coll Comp Sci & Elect Engn Changsha 410082 Hunan Peoples R China Cornell Univ Weill Cornell Med Coll Dept Populat Hlth Sci New York NY 10065 USA Northwestern Univ Feinberg Sch Med Dept Prevent Med Div Hlth & Biomed Informat Chicago IL 60611 USA Ibm TJ Watson Res Ctr Healthcare & Life Sci Res 1101 Kitchawan Rd Yorktown Hts NY 10598 USA HEC Montreal Mila Quebec Inst Learning Algorithms Montreal PQ H3T 2A7 Canada HEC Montreal CIFAR AI Res Chair Montreal PQ H3T 2A7 Canada Lawrence Livermore Natl Lab Biosci & Biotechnol Div Phys & Life Sci Directorate Livermore CA 94550 USA Univ Oslo Dept Clin Mol Biol N-1478 Oslo Norway Akershus Univ Hosp N-1478 Oslo Norway Norwegian Ctr Hlth NO Ageing Age Oslo Norway NCI Computat Struct Biol Sect Frederick Natl Lab Canc Res Lab Canc Immunometab Frederick MD 21702 USA Tel Aviv Univ Sackler Sch Med Dept Human Mol Genet & Biochem IL-69978 Tel Aviv Israel Cleveland Clin Lerner Res Inst Genom Med Inst Cleveland OH 44195 USA Case Western Reserve Univ Cleveland Clin Dept Mol Med Lerner Coll Med Cleveland OH 44195 USA Case Western Reserve Univ Case Comprehens Canc Ctr Sch Med Cleveland OH 44106 USA
Recent advances and accomplishments of artificial intelligence (AI) and deep generative models have established their usefulness in medicinal applications, especially in drug discovery and development. To correctly ap...
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Predictive Pattern Classification Can Distinguish Gender Identity Subtypes from Behavior and Brain Imaging
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CEREBRAL CORTEX 2020年 第5期30卷 2755-2765页
作者: Clemens, Benjamin Derntl, Birgit Smith, Elke Junger, Jessica Neulen, Josef Mingoia, Gianluca Schneider, Frank Abel, Ted Bzdok, Danilo Habel, Ute Rhein Westfal TH Aachen Dept Psychiat Psychotherapy & Psychosomat Fac Med Pauwelsstr 30 D-52074 Aachen Germany JARA Inst Brain Struct Funct Relationship INM 10 Inst Neurosci & Med Wilhelm Johnen Str D-52425 Julich Germany Univ Tubingen Dept Psychiat & Psychotherapy D-72076 Tubingen Germany Univ Tubingen Werner Reichardt Ctr Integrat Neurosci CIN Otfried Muller Str 25 D-72076 Tubingen Germany LEAD Res Network Walter Simon Str 12 D-72072 Tubingen Germany Rhein Westfal TH Aachen Fac Med Dept Gynecol Endocrinol & Reprod Med D-52074 Aachen Germany Rhein Westfal TH Aachen Fac Med Interdisciplinary Ctr Clin Res IZKF Pauwelsstr 30 D-52074 Aachen Germany Univ Penn Dept Biol 433 South Univ Ave Philadelphia PA 19104 USA Univ Iowa Carver Coll Med Iowa Neurosci Inst Dept Neurosci & Pharmacol 51 Newton Rd 5-660 Bowen Sci Bldg Iowa City IA 52242 USA INRIA Neurospin Saclay Parietal Team 1 Rue Honore Estienne OrvesCampus Ecole Polytech F-91120 Palaiseau France McGill Univ Dept Biomed Engn Fac Med 3775 Rue Univ Montreal PQ H3A 2B4 Canada Montreal Inst Learning Algorithms MILA 6666 St Urbain 200 Montreal PQ H2S 3H1 Canada Heinrich Heine Univ Dusseldorf Univ Hosp Dusseldorf Moorenstr 5 D-40225 Dusseldorf Germany Univ Cologne Dept Psychol Biol Psychol Bernhard Feilchenfeld Str 11 D-50969 Cologne Germany
The exact neurobiological underpinnings of gender identity (i.e., the subjective perception of oneself belonging to a certain gender) still remain unknown. Combining both resting-state functional connectivity and beha... 详细信息
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Guest Editorial: Deep learning in Computer Vision
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IET COMPUTER VISION 2017年 第8期11卷 621-622页
作者: Hospedales, Timothy Romero, Adriana Vazquez, David Univ Edinburgh Image & Vis Comp Sch Informat Edinburgh Midlothian Scotland Queen Mary Univ London Sch Elect Engn & Comp Sci London England Univ Montreal Montreal Inst Learning Algorithms Montreal PQ Canada Comp Vis Ctr Barcelona CVC Barcelona Spain MILA Montreal PQ Canada Autonomous Univ Barcelona UAB Dept Comp Sci Barcelona Spain
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