Whole MILC: generalizing learned dynamics across tasks, datasets, and
populations

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Whole MILC: generalizing learned dynamics across tasks, datasets, and populations

29 July 2020

Md. Mahfuzur Rahman

Vince D. Calhoun

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Papers citing "Whole MILC: generalizing learned dynamics across tasks, datasets, and populations"

16 / 16 papers shown

Title
Transfer Learning of fMRI Dynamics Usman Mahmood Md. Mahfuzur Rahman A. Fedorov Z. Fu Sergey Plis 32 9 0 16 Nov 2019
Detecting abnormalities in resting-state dynamics: An unsupervised learning approach Meenakshi Khosla K. Jamison Amy Kuceyeski M. Sabuncu 31 7 0 16 Aug 2019
Deep Transfer Learning For Whole-Brain fMRI Analyses A. Thomas K. Müller Wojciech Samek AI4CE 26 24 0 02 Jul 2019
Unsupervised State Representation Learning in Atari Ankesh Anand Evan Racah Sherjil Ozair Yoshua Bengio Marc-Alexandre Côté R. Devon Hjelm SSL 59 255 0 19 Jun 2019
Learning Representations by Maximizing Mutual Information Across Views Philip Bachman R. Devon Hjelm William Buchwalter SSL 189 1,475 0 03 Jun 2019
Data-Efficient Image Recognition with Contrastive Predictive Coding Olivier J. Hénaff A. Srinivas J. Fauw Ali Razavi Carl Doersch S. M. Ali Eslami Aaron van den Oord SSL 130 1,429 0 22 May 2019
Prediction of Progression to Alzheimer's disease with Deep InfoMax A. Fedorov R. Devon Hjelm A. Abrol Z. Fu Yuhui Du Sergey Plis Vince D. Calhoun MedIm 24 23 0 24 Apr 2019
Speech Model Pre-training for End-to-End Spoken Language Understanding Loren Lugosch Mirco Ravanelli Patrick Ignoto Vikrant Singh Tomar Yoshua Bengio SyDa AuLLM 68 354 0 07 Apr 2019
Machine learning in resting-state fMRI analysis Meenakshi Khosla K. Jamison G. Ngo Amy Kuceyeski M. Sabuncu 41 172 0 30 Dec 2018
Learning Speaker Representations with Mutual Information Mirco Ravanelli Yoshua Bengio SSL DRL 72 91 0 01 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Learning deep representations by mutual information estimation and maximization R. Devon Hjelm A. Fedorov Samuel Lavoie-Marchildon Karan Grewal Phil Bachman Adam Trischler Yoshua Bengio SSL DRL 320 2,662 0 20 Aug 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 320 10,302 0 10 Jul 2018
Improving Classification Rate of Schizophrenia Using a Multimodal Multi-Layer Perceptron Model with Structural and Functional MR Alvaro E. Ulloa Sergey Plis Vince D. Calhoun 28 16 0 04 Apr 2018
Learning Neural Representations of Human Cognition across Many fMRI Studies G. Flandin D. Handwerker Michael Hanke D. Keator Thomas E. Nichols AI4CE 51 44 0 31 Oct 2017
Deep learning for neuroimaging: a validation study Sergey Plis R. Devon Hjelm Ruslan Salakhutdinov Vince D. Calhoun AI4CE 107 573 0 20 Dec 2013

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