Explainable CNN-attention Networks (C-Attention Network) for Automated Detection of Alzheimer's Disease

25 June 2020

Papers citing "Explainable CNN-attention Networks (C-Attention Network) for Automated Detection of Alzheimer's Disease"

21 / 21 papers shown

Title
Attention Interpretability Across NLP Tasks Shikhar Vashishth Shyam Upadhyay Gaurav Singh Tomar Manaal Faruqui XAI MILM 76 176 0 24 Sep 2019
Attention is not not Explanation Sarah Wiegreffe Yuval Pinter XAI AAML FAtt 43 901 0 13 Aug 2019
Enriching Neural Models with Targeted Features for Dementia Detection F. D. Palo Natalie Parde 22 30 0 13 Jun 2019
Exploring Interpretable LSTM Neural Networks over Multi-Variable Data Tian Guo Tao R. Lin Nino Antulov-Fantulin AI4TS 47 155 0 28 May 2019
Attention is not Explanation Sarthak Jain Byron C. Wallace FAtt 87 1,307 0 26 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 917 93,936 0 11 Oct 2018
Understanding Convolutional Neural Networks for Text Classification Alon Jacovi Oren Sar Shalom Yoav Goldberg FAtt 42 218 0 21 Sep 2018
Explaining Explanations: An Overview of Interpretability of Machine Learning Leilani H. Gilpin David Bau Ben Z. Yuan Ayesha Bajwa Michael A. Specter Lalana Kagal XAI 70 1,849 0 31 May 2018
Detecting Linguistic Characteristics of Alzheimer's Dementia by Interpreting Neural Models Sweta Karlekar Tong Niu Joey Tianyi Zhou 18 108 0 17 Apr 2018
Universal Sentence Encoder Daniel Cer Yinfei Yang Sheng-yi Kong Nan Hua Nicole Limtiaco ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 220 1,897 0 29 Mar 2018
Interpretable Convolutional Neural Networks Quanshi Zhang Ying Nian Wu Song-Chun Zhu FAtt 48 778 0 02 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 430 129,831 0 12 Jun 2017
Learning Important Features Through Propagating Activation Differences Avanti Shrikumar Peyton Greenside A. Kundaje FAtt 121 3,848 0 10 Apr 2017
An overview of gradient descent optimization algorithms Sebastian Ruder ODL 177 6,170 0 15 Sep 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 304 1,369 0 06 Jun 2016
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 551 16,828 0 16 Feb 2016
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 74 1,131 0 02 Oct 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 381 27,205 0 01 Sep 2014
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 175 9,231 0 16 May 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 289 33,445 0 16 Oct 2013
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 123 7,711 0 02 Mar 2011