Comprehensible Convolutional Neural Networks via Guided Concept Learning

Comprehensible Convolutional Neural Networks via Guided Concept Learning

11 January 2021

Sandareka Wickramanayake

Papers citing "Comprehensible Convolutional Neural Networks via Guided Concept Learning"

15 / 15 papers shown

Title
Interpretable and Accurate Fine-grained Recognition via Region Grouping Zixuan Huang Yin Li 54 139 0 21 May 2020
Looking for the Devil in the Details: Learning Trilinear Attention Sampling Network for Fine-grained Image Recognition Heliang Zheng Jianlong Fu Zhengjun Zha Jiebo Luo 65 383 0 14 Mar 2019
Towards Robust Interpretability with Self-Explaining Neural Networks David Alvarez-Melis Tommi Jaakkola MILM XAI 120 940 0 20 Jun 2018
Interpreting CNNs via Decision Trees Quanshi Zhang Yu Yang Ying Nian Wu Song-Chun Zhu FAtt 67 323 0 01 Feb 2018
Interpretable Convolutional Neural Networks Quanshi Zhang Ying Nian Wu Song-Chun Zhu FAtt 62 779 0 02 Oct 2017
Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly Yongqin Xian Christoph H. Lampert Bernt Schiele Zeynep Akata VLM 139 1,565 0 03 Jul 2017
Understanding Black-box Predictions via Influence Functions Pang Wei Koh Percy Liang TDI 167 2,878 0 14 Mar 2017
An unexpected unity among methods for interpreting model predictions Scott M. Lundberg Su-In Lee FAtt 65 110 0 22 Nov 2016
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 199 842 0 17 May 2016
Generating Visual Explanations Lisa Anne Hendricks Zeynep Akata Marcus Rohrbach Jeff Donahue Bernt Schiele Trevor Darrell VLM FAtt 79 618 0 28 Mar 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 221 9,298 0 14 Dec 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 306 10,050 0 10 Feb 2015
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 207 6,018 0 17 Nov 2014
Detect What You Can: Detecting and Representing Objects using Holistic Models and Body Parts Xianjie Chen Roozbeh Mottaghi Xiaobai Liu Sanja Fidler R. Urtasun Alan Yuille 87 640 0 08 Jun 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 448 15,861 0 12 Nov 2013

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