LAP: An Attention-Based Module for Concept Based Self-Interpretation and
Knowledge Injection in Convolutional Neural Networks

LAP: An Attention-Based Module for Concept Based Self-Interpretation and Knowledge Injection in Convolutional Neural Networks

27 January 2022

Rassa Ghavami Modegh

Ahmadali Salimi

Hamid R. Rabiee

Papers citing "LAP: An Attention-Based Module for Concept Based Self-Interpretation and Knowledge Injection in Convolutional Neural Networks"

16 / 16 papers shown

Title
HINT: Hierarchical Neuron Concept Explainer Andong Wang Wei-Ning Lee Xiaojuan Qi 45 19 0 27 Mar 2022
TransPose: Keypoint Localization via Transformer Sen Yang Zhibin Quan Mu Nie Wankou Yang ViT 162 265 0 28 Dec 2020
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation Ran Gu Guotai Wang Tao Song Rui Huang Michael Aertsen Jan Deprest Sébastien Ourselin Tom Vercauteren Shaoting Zhang SSeg 63 461 0 22 Sep 2020
Concept Bottleneck Models Pang Wei Koh Thao Nguyen Y. S. Tang Stephen Mussmann Emma Pierson Been Kim Percy Liang 69 801 0 09 Jul 2020
Quantifying Attention Flow in Transformers Samira Abnar Willem H. Zuidema 83 786 0 02 May 2020
LIP: Local Importance-based Pooling Ziteng Gao Limin Wang Gangshan Wu FAtt 52 95 0 12 Aug 2019
A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI Erico Tjoa Cuntai Guan XAI 69 1,427 0 17 Jul 2019
Regression Concept Vectors for Bidirectional Explanations in Histopathology Mara Graziani Vincent Andrearczyk Henning Muller 56 80 0 09 Apr 2019
RISE: Randomized Input Sampling for Explanation of Black-box Models Vitali Petsiuk Abir Das Kate Saenko FAtt 97 1,159 0 19 Jun 2018
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 60 4,584 0 26 Oct 2017
Learning Important Features Through Propagating Activation Differences Avanti Shrikumar Peyton Greenside A. Kundaje FAtt 72 3,848 0 10 Apr 2017
Adversarial Feature Learning Jiasen Lu Philipp Krahenbuhl Trevor Darrell GAN 76 1,604 0 31 May 2016
Layer-wise Relevance Propagation for Neural Networks with Local Renormalization Layers Alexander Binder G. Montavon Sebastian Lapuschkin K. Müller Wojciech Samek FAtt 42 456 0 04 Apr 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 105 9,266 0 14 Dec 2015
Striving for Simplicity: The All Convolutional Net Jost Tobias Springenberg Alexey Dosovitskiy Thomas Brox Martin Riedmiller FAtt 129 4,653 0 21 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 308 27,205 0 01 Sep 2014