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1412.6806
Cited By
Striving for Simplicity: The All Convolutional Net
21 December 2014
Jost Tobias Springenberg
Alexey Dosovitskiy
Thomas Brox
Martin Riedmiller
FAtt
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Papers citing
"Striving for Simplicity: The All Convolutional Net"
50 / 697 papers shown
Title
Leveraging PAC-Bayes Theory and Gibbs Distributions for Generalization Bounds with Complexity Measures
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Amaury Habrard
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Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation
Xuexin Chen
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Julien Horwood
Zhifeng Hao
Zijian Li
Jose Miguel Hernandez-Lobato
AAML
38
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13 Feb 2024
A PAC-Bayesian Link Between Generalisation and Flat Minima
Maxime Haddouche
Paul Viallard
Umut Simsekli
Benjamin Guedj
45
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13 Feb 2024
Explainable AI for Safe and Trustworthy Autonomous Driving: A Systematic Review
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Balint Gyevnar
Cheng Wang
Steven Peters
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28
26
0
08 Feb 2024
Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition
Sangyu Han
Yearim Kim
Nojun Kwak
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29
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25 Jan 2024
DISCOVER: 2-D Multiview Summarization of Optical Coherence Tomography Angiography for Automatic Diabetic Retinopathy Diagnosis
Mostafa EL HABIB DAHO
Yi-Hsuan Li
Rachid Zeghlache
Hugo Le Boité
Pierre Deman
...
A. Couturier
R. Tadayoni
Pierre-Henri Conze
M. Lamard
G. Quellec
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10 Jan 2024
HCDIR: End-to-end Hate Context Detection, and Intensity Reduction model for online comments
Neeraj Kumar Singh
Koyel Ghosh
Joy Mahapatra
Utpal Garain
Apurbalal Senapati
11
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20 Dec 2023
PICNN: A Pathway towards Interpretable Convolutional Neural Networks
Wengang Guo
Jiayi Yang
Huilin Yin
Qijun Chen
Wei Ye
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0
19 Dec 2023
CAManim: Animating end-to-end network activation maps
Emily Kaczmarek
Olivier X. Miguel
Alexa C. Bowie
R. Ducharme
Alysha L. J. Dingwall-Harvey
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Christine M. Armour
Mark C. Walker
Kevin Dick
HAI
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Principled Weight Initialization for Hypernetworks
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Lampros Flokas
Hod Lipson
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Identifying Spurious Correlations using Counterfactual Alignment
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Louis Blankemeier
Akshay S. Chaudhari
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Towards Interpretable Classification of Leukocytes based on Deep Learning
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Johannes Groll
M. Lengl
Simon Schumann
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Oliver Hayden
Klaus Diepold
30
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Francisco J. Martínez-Murcia
Juan M Gorriz
J. Ramírez
A. Ortiz
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0
21 Nov 2023
Zero-shot Translation of Attention Patterns in VQA Models to Natural Language
Leonard Salewski
A. Sophia Koepke
Hendrik P. A. Lensch
Zeynep Akata
37
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0
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Michael Faran
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Tomer Nachshon
Noa Weiss
33
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0
07 Nov 2023
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Hanwen Liu
Xuan Wang
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21
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0
31 Oct 2023
LICO: Explainable Models with Language-Image Consistency
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Yangyang Li
Junping Zhang
Hongming Shan
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17
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Explaining Deep Face Algorithms through Visualization: A Survey
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S. M. I. C. V. Balasubramanian
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34
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26 Sep 2023
Multiple Different Black Box Explanations for Image Classifiers
Hana Chockler
D. A. Kelly
Daniel Kroening
FAtt
21
0
0
25 Sep 2023
Interpretation on Multi-modal Visual Fusion
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Yongjian Deng
36
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19 Aug 2023
Precise Benchmarking of Explainable AI Attribution Methods
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Daan Raatjens
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27
4
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DLSIA: Deep Learning for Scientific Image Analysis
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AI4CE
25
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02 Aug 2023
HOPE: High-order Polynomial Expansion of Black-box Neural Networks
Tingxiong Xiao
Weihang Zhang
Yuxiao Cheng
J. Suo
34
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17 Jul 2023
Variance-reduced accelerated methods for decentralized stochastic double-regularized nonconvex strongly-concave minimax problems
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Yangyang Xu
20
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0
14 Jul 2023
Gradient Surgery for One-shot Unlearning on Generative Model
Seohui Bae
Seoyoon Kim
Hyemin Jung
Woohyung Lim
BDL
MU
24
8
0
10 Jul 2023
Mitigating Bias: Enhancing Image Classification by Improving Model Explanations
Raha Ahmadi
Mohammad Javad Rajabi
Mohammad Khalooiem
Mohammad Sabokrou
31
0
0
04 Jul 2023
Graph-based methods coupled with specific distributional distances for adversarial attack detection
dwight nwaigwe
Lucrezia Carboni
Martial Mermillod
Sophie Achard
M. Dojat
AAML
32
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0
31 May 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining
Jinjin Gu
Xianzheng Ma
Xiangtao Kong
Yu Qiao
Chao Dong
30
12
0
24 May 2023
Automatic Photo Orientation Detection with Convolutional Neural Networks
Ujash Joshi
Michael Guerzhoy
22
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0
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XAI for Self-supervised Clustering of Wireless Spectrum Activity
Ljupcho Milosheski
Gregor Cerar
Blaž Bertalanič
Carolina Fortuna
M. Mohorčič
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38
3
0
17 May 2023
Causal Analysis for Robust Interpretability of Neural Networks
Ola Ahmad
Nicolas Béreux
Loïc Baret
V. Hashemi
Freddy Lecue
CML
29
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0
15 May 2023
Similarity of Neural Network Models: A Survey of Functional and Representational Measures
Max Klabunde
Tobias Schumacher
M. Strohmaier
Florian Lemmerich
58
64
0
10 May 2023
Explaining, Analyzing, and Probing Representations of Self-Supervised Learning Models for Sensor-based Human Activity Recognition
Bulat Khaertdinov
S. Asteriadis
29
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14 Apr 2023
A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When?
M. Rubaiyat
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26
56
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10 Apr 2023
HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation
Lu Chen
Siyu Lou
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Quanshi Zhang
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22
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SR-init: An interpretable layer pruning method
Hui Tang
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Qi Xuan
17
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14 Mar 2023
Automatic Attention Pruning: Improving and Automating Model Pruning using Attentions
Kaiqi Zhao
Animesh Jain
Ming Zhao
26
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14 Mar 2023
Deep hybrid model with satellite imagery: how to combine demand modeling and computer vision for behavior analysis?
Qingyi Wang
Shenhao Wang
Yunhan Zheng
Hongzhou Lin
Xiaohu Zhang
Jinhua Zhao
Joan Walker
13
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07 Mar 2023
SUNY: A Visual Interpretation Framework for Convolutional Neural Networks from a Necessary and Sufficient Perspective
Xiwei Xuan
Ziquan Deng
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Z. Kong
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AAML
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35
2
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Dermatological Diagnosis Explainability Benchmark for Convolutional Neural Networks
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Ole Winther
A. Galimzianova
FAtt
22
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23 Feb 2023
The Generalizability of Explanations
Hanxiao Tan
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18
1
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23 Feb 2023
Towards Unbounded Machine Unlearning
M. Kurmanji
Peter Triantafillou
Jamie Hayes
Eleni Triantafillou
MU
28
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20 Feb 2023
TAX: Tendency-and-Assignment Explainer for Semantic Segmentation with Multi-Annotators
Yuan Cheng
Zu-Yun Shiau
Fu-En Yang
Yu-Chiang Frank Wang
39
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sMRI-PatchNet: A novel explainable patch-based deep learning network for Alzheimer's disease diagnosis and discriminative atrophy localisation with Structural MRI
Xin Zhang
Liangxiu Han
Lianghao Han
Haoming Chen
Darren Dancey
Daoqiang Zhang
MedIm
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On The Coherence of Quantitative Evaluation of Visual Explanations
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José Oramas
XAI
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36
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Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment
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Ignacio Serna
Aythami Morales
Julian Fierrez
Alfonso Ortega
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Manuel Alcántara
J. Ortega-Garcia
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PAMI: partition input and aggregate outputs for model interpretation
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Wentao Zhang
Weishi Zheng
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TextShield: Beyond Successfully Detecting Adversarial Sentences in Text Classification
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Ze Zhang
Haiyun Jiang
Ying-Cong Chen
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Online Loss Function Learning
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Qi Chen
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Open Problems in Applied Deep Learning
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