Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
1412.6806
Cited By
v1
v2
v3 (latest)
Striving for Simplicity: The All Convolutional Net
21 December 2014
Jost Tobias Springenberg
Alexey Dosovitskiy
Thomas Brox
Martin Riedmiller
FAtt
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Striving for Simplicity: The All Convolutional Net"
50 / 1,866 papers shown
Title
Do Explanations Reflect Decisions? A Machine-centric Strategy to Quantify the Performance of Explainability Algorithms
Z. Q. Lin
M. Shafiee
S. Bochkarev
Michael St. Jules
Xiao Yu Wang
A. Wong
FAtt
76
81
0
16 Oct 2019
Iterative Augmentation of Visual Evidence for Weakly-Supervised Lesion Localization in Deep Interpretability Frameworks: Application to Color Fundus Images
C. González-Gonzalo
B. Liefers
Bram van Ginneken
C. I. Sánchez
MedIm
87
30
0
16 Oct 2019
Finding New Diagnostic Information for Detecting Glaucoma using Neural Networks
Erfan Noury
Suria S. Mannil
R. Chang
A. Ran
C. Cheung
...
M. Riyazuddin
Dolly Chang
Sriharsha Nagaraj
Clement C. Tham
R. Zadeh
44
3
0
14 Oct 2019
Image Generation and Recognition (Emotions)
Hanne Carlsson
D. Kollias
GAN
45
0
0
13 Oct 2019
On Empirical Comparisons of Optimizers for Deep Learning
Dami Choi
Christopher J. Shallue
Zachary Nado
Jaehoon Lee
Chris J. Maddison
George E. Dahl
126
259
0
11 Oct 2019
Coloring the Black Box: Visualizing neural network behavior with a self-introspective model
Arturo Pardo
José A. Gutiérrez-Gutiérrez
J. López-Higuera
Brian W Pogue
O. Conde
MILM
21
5
0
10 Oct 2019
Learning Navigation by Visual Localization and Trajectory Prediction
Iulia Paraicu
Marius Leordeanu
SSL
LLMSV
23
1
0
07 Oct 2019
Interpretable Disentanglement of Neural Networks by Extracting Class-Specific Subnetwork
Yulong Wang
Xiaolin Hu
Hang Su
FAtt
43
1
0
07 Oct 2019
Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks
Mehdi Neshat
Zifan Wang
Bradley Alexander
Fan Yang
Zijian Zhang
Sirui Ding
Markus Wagner
Helen Zhou
FAtt
114
1,076
0
03 Oct 2019
Contextual Local Explanation for Black Box Classifiers
Zijian Zhang
Fan Yang
Haofan Wang
Helen Zhou
FAtt
15
4
0
02 Oct 2019
Interpretations are useful: penalizing explanations to align neural networks with prior knowledge
Laura Rieger
Chandan Singh
W. James Murdoch
Bin Yu
FAtt
111
215
0
30 Sep 2019
Visual Explanation for Deep Metric Learning
Sijie Zhu
Taojiannan Yang
Chong Chen
FAtt
82
35
0
27 Sep 2019
Towards Explainable Artificial Intelligence
Wojciech Samek
K. Müller
XAI
93
449
0
26 Sep 2019
Model-Based and Data-Driven Strategies in Medical Image Computing
Daniel Rueckert
Julia A. Schnabel
OOD
MedIm
AI4CE
62
50
0
23 Sep 2019
Testing the robustness of attribution methods for convolutional neural networks in MRI-based Alzheimer's disease classification
Fabian Eitel
K. Ritter
OOD
FAtt
70
74
0
19 Sep 2019
NatCSNN: A Convolutional Spiking Neural Network for recognition of objects extracted from natural images
Pedro Machado
Georgina Cosma
T. McGinnity
22
5
0
18 Sep 2019
Class Feature Pyramids for Video Explanation
Alexandros Stergiou
G. Kapidis
Grigorios Kalliatakis
C. Chrysoulas
R. Poppe
R. Veltkamp
FAtt
54
19
0
18 Sep 2019
CELNet: Evidence Localization for Pathology Images using Weakly Supervised Learning
Yongxiang Huang
Albert C. S. Chung
66
13
0
16 Sep 2019
Encoding Visual Attributes in Capsules for Explainable Medical Diagnoses
Rodney LaLonde
Drew Torigian
Ulas Bagci
MedIm
45
5
0
12 Sep 2019
NormLime: A New Feature Importance Metric for Explaining Deep Neural Networks
Isaac Ahern
Adam Noack
Luis Guzman-Nateras
Dejing Dou
Boyang Albert Li
Jun Huan
FAtt
55
40
0
10 Sep 2019
A Resource-Efficient Embedded Iris Recognition System Using Fully Convolutional Networks
Hokchhay Tann
Heng Zhao
Sherief Reda
21
11
0
08 Sep 2019
DRLViz: Understanding Decisions and Memory in Deep Reinforcement Learning
Theo Jaunet
Romain Vuillemot
Christian Wolf
HAI
128
36
0
06 Sep 2019
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-time Execution on Mobile Devices
Xiaolong Ma
Fu-Ming Guo
Wei Niu
Xue Lin
Jian Tang
Kaisheng Ma
Bin Ren
Yanzhi Wang
CVBM
95
180
0
06 Sep 2019
Mapping Spiking Neural Networks to Neuromorphic Hardware
Adarsha Balaji
Anup Das
Yuefeng Wu
Khanh Huynh
Francesco DellÁnna
Giacomo Indiveri
J. Krichmar
N. Dutt
S. Schaafsma
F. Catthoor
91
119
0
04 Sep 2019
LCA: Loss Change Allocation for Neural Network Training
Janice Lan
Rosanne Liu
Hattie Zhou
J. Yosinski
75
25
0
03 Sep 2019
Understanding Bias in Machine Learning
Jindong Gu
Daniela Oelke
AI4CE
FaML
41
22
0
02 Sep 2019
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial
T. Pianpanit
Sermkiat Lolak
Phattarapong Sawangjai
Ekapol Chuangsuwanich
Theerawit Wilaiprasitporn
35
3
0
23 Aug 2019
Saliency Methods for Explaining Adversarial Attacks
Jindong Gu
Volker Tresp
FAtt
AAML
71
30
0
22 Aug 2019
Saccader: Improving Accuracy of Hard Attention Models for Vision
Gamaleldin F. Elsayed
Simon Kornblith
Quoc V. Le
VLM
94
73
0
20 Aug 2019
Anomaly Detection in Video Sequence with Appearance-Motion Correspondence
Trong-Nguyen Nguyen
J. Meunier
99
347
0
17 Aug 2019
Gradient Weighted Superpixels for Interpretability in CNNs
Thomas Hartley
K. Sidorov
C. Willis
David Marshall
FAtt
22
3
0
16 Aug 2019
Deep Sparse Band Selection for Hyperspectral Face Recognition
Fariborz Taherkhani
J. Dawson
Nasser M. Nasrabadi
CVBM
54
11
0
15 Aug 2019
Vision-based Navigation Using Deep Reinforcement Learning
Jonáš Kulhánek
Erik Derner
T. D. Bruin
Robert Babuška
75
58
0
08 Aug 2019
Interpretable and Fine-Grained Visual Explanations for Convolutional Neural Networks
Jörg Wagner
Jan M. Köhler
Tobias Gindele
Leon Hetzel
Thaddäus Wiedemer
Sven Behnke
AAML
FAtt
128
122
0
07 Aug 2019
Free-Lunch Saliency via Attention in Atari Agents
Dmitry Nikulin
A. Ianina
Vladimir Aliev
Sergey I. Nikolenko
FAtt
73
24
0
07 Aug 2019
Explaining Convolutional Neural Networks using Softmax Gradient Layer-wise Relevance Propagation
Brian Kenji Iwana
Ryohei Kuroki
S. Uchida
FAtt
72
98
0
06 Aug 2019
Fully-automated patient-level malaria assessment on field-prepared thin blood film microscopy images, including Supplementary Information
Charles B. Delahunt
Mayoore S. Jaiswal
M. Horning
Samantha Janko
Clay M. Thompson
...
Elizabeth Villasis
K. Tun
Christine M Bachman
David Bell
C. Mehanian
22
18
0
05 Aug 2019
NeuroMask: Explaining Predictions of Deep Neural Networks through Mask Learning
M. Alzantot
Amy Widdicombe
S. Julier
Mani B. Srivastava
AAML
FAtt
52
3
0
05 Aug 2019
Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models
Daniel Omeiza
Skyler Speakman
C. Cintas
Komminist Weldemariam
FAtt
72
218
0
03 Aug 2019
Grid Saliency for Context Explanations of Semantic Segmentation
Lukas Hoyer
Mauricio Muñoz
P. Katiyar
Anna Khoreva
Volker Fischer
FAtt
153
50
0
30 Jul 2019
Learning to design from humans: Imitating human designers through deep learning
Ayush Raina
Christopher McComb
Jonathan Cagan
3DV
AI4CE
80
67
0
26 Jul 2019
Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network
Xin Wang
Bochun Wu
Yun Ye
Y. Zhong
69
45
0
26 Jul 2019
Exploiting the Redundancy in Convolutional Filters for Parameter Reduction
Kumara Kahatapitiya
Ranga Rodrigo
25
0
0
26 Jul 2019
Dynamic Input for Deep Reinforcement Learning in Autonomous Driving
Maria Hügle
Gabriel Kalweit
Branka Mirchevska
M. Werling
Joschka Boedecker
58
60
0
25 Jul 2019
How to Manipulate CNNs to Make Them Lie: the GradCAM Case
T. Viering
Ziqi Wang
Marco Loog
E. Eisemann
AAML
FAtt
60
28
0
25 Jul 2019
Min-max Entropy for Weakly Supervised Pointwise Localization
Soufiane Belharbi
Jérôme Rony
Jose Dolz
Ismail Ben Ayed
Luke McCaffrey
Eric Granger
WSOL
39
0
0
25 Jul 2019
Benchmarking Attribution Methods with Relative Feature Importance
Mengjiao Yang
Been Kim
FAtt
XAI
75
142
0
23 Jul 2019
ImageNet-trained deep neural network exhibits illusion-like response to the Scintillating Grid
Eric Sun
Ron Dekel
55
4
0
21 Jul 2019
Image Classification with Hierarchical Multigraph Networks
Boris Knyazev
Xiaoyu Lin
Mohamed R. Amer
Graham W. Taylor
GNN
BDL
74
35
0
21 Jul 2019
Post-synaptic potential regularization has potential
Enzo Tartaglione
Daniele Perlo
Marco Grangetto
BDL
AAML
48
6
0
19 Jul 2019
Previous
1
2
3
...
24
25
26
...
36
37
38
Next