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1904.00760
Cited By
Approximating CNNs with Bag-of-local-Features models works surprisingly well on ImageNet
20 March 2019
Wieland Brendel
Matthias Bethge
SSL
FAtt
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Papers citing
"Approximating CNNs with Bag-of-local-Features models works surprisingly well on ImageNet"
50 / 312 papers shown
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A Scalable, Interpretable, Verifiable & Differentiable Logic Gate Convolutional Neural Network Architecture From Truth Tables
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Thomas Peyrin
Trevor Yap
Bryan Hooi
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Cross-Domain Few-Shot Classification via Inter-Source Stylization
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Shuaifeng Zhi
Li Liu
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Abutting Grating Illusion: Cognitive Challenge to Neural Network Models
Jinyu Fan
Yi Zeng
AAML
61
1
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08 Aug 2022
Overlooked factors in concept-based explanations: Dataset choice, concept learnability, and human capability
V. V. Ramaswamy
Sunnie S. Y. Kim
Ruth C. Fong
Olga Russakovsky
FAtt
70
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0
20 Jul 2022
Contributions of Shape, Texture, and Color in Visual Recognition
Yunhao Ge
Yao Xiao
Zhi-Qin John Xu
Xingyu Wang
Laurent Itti
3DH
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19 Jul 2022
Exploring Adversarial Examples and Adversarial Robustness of Convolutional Neural Networks by Mutual Information
Jiebao Zhang
Wenhua Qian
Ren-qi Nie
Jinde Cao
Dan Xu
GAN
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72
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12 Jul 2022
Learning Debiased Classifier with Biased Committee
Nayeong Kim
Sehyun Hwang
SungSoo Ahn
Jaesik Park
Suha Kwak
CML
122
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22 Jun 2022
Bag of Image Patch Embedding Behind the Success of Self-Supervised Learning
Yubei Chen
Adrien Bardes
Zengyi Li
Yann LeCun
SSL
AIFin
128
7
0
17 Jun 2022
How Robust is Unsupervised Representation Learning to Distribution Shift?
Yuge Shi
Imant Daunhawer
Julia E. Vogt
Philip Torr
Amartya Sanyal
OOD
109
28
0
17 Jun 2022
Adversarial Patch Attacks and Defences in Vision-Based Tasks: A Survey
Abhijith Sharma
Yijun Bian
Phil Munz
Apurva Narayan
VLM
AAML
82
20
0
16 Jun 2022
InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness
Shruthi Gowda
Bahram Zonooz
Elahe Arani
66
5
0
12 Jun 2022
Learning with Capsules: A Survey
Fabio De Sousa Ribeiro
Kevin Duarte
Miles Everett
Georgios Leontidis
M. Shah
3DPC
MedIm
113
20
0
06 Jun 2022
Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning
Richard J. Chen
Chengkuan Chen
Yicong Li
Tiffany Y. Chen
A. Trister
Rahul G. Krishnan
Faisal Mahmood
ViT
MedIm
135
432
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06 Jun 2022
Mitigating Dataset Bias by Using Per-sample Gradient
Sumyeong Ahn
Seongyoon Kim
Se-Young Yun
105
22
0
31 May 2022
Revisiting the Importance of Amplifying Bias for Debiasing
Jungsoo Lee
Jeonghoon Park
Daeyoung Kim
Juyoung Lee
Edward Choi
Jaegul Choo
118
23
0
29 May 2022
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series
Anh-Duy Pham
Anastassia Kuestenmacher
P. Ploeger
AI4TS
109
5
0
25 May 2022
Deep Digging into the Generalization of Self-Supervised Monocular Depth Estimation
Ji-Hoon Bae
Sungho Moon
Sunghoon Im
MDE
97
92
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23 May 2022
CNNs Avoid Curse of Dimensionality by Learning on Patches
Vamshi C. Madala
S. Chandrasekaran
Jason Bunk
UQCV
92
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22 May 2022
B-cos Networks: Alignment is All We Need for Interpretability
Moritz D Boehle
Mario Fritz
Bernt Schiele
112
87
0
20 May 2022
Sparse Visual Counterfactual Explanations in Image Space
Valentyn Boreiko
Maximilian Augustin
Francesco Croce
Philipp Berens
Matthias Hein
BDL
CML
135
28
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16 May 2022
All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification
Qi Bi
Beichen Zhou
K. Qin
Qinghao Ye
Guisong Xia
89
40
0
06 May 2022
Cross-modal Representation Learning for Zero-shot Action Recognition
Chung-Ching Lin
Kevin Qinghong Lin
Linjie Li
Lijuan Wang
Zicheng Liu
ViT
62
29
0
03 May 2022
Tailored Uncertainty Estimation for Deep Learning Systems
Joachim Sicking
Maram Akila
Jan David Schneider
Fabian Hüger
Peter Schlicht
Tim Wirtz
Stefan Wrobel
UQCV
74
2
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29 Apr 2022
Do Users Benefit From Interpretable Vision? A User Study, Baseline, And Dataset
Leon Sixt
M. Schuessler
Oana-Iuliana Popescu
Philipp Weiß
Tim Landgraf
FAtt
67
15
0
25 Apr 2022
Surpassing the Human Accuracy: Detecting Gallbladder Cancer from USG Images with Curriculum Learning
Soumen Basu
Mayank Gupta
Pratyaksha Rana
Pankaj Gupta
Chetan Arora
69
32
0
25 Apr 2022
Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations
Polina Kirichenko
Pavel Izmailov
A. Wilson
OOD
121
339
0
06 Apr 2022
Improving Vision Transformers by Revisiting High-frequency Components
Jiawang Bai
Liuliang Yuan
Shutao Xia
Shuicheng Yan
Zhifeng Li
Wen Liu
ViT
108
94
0
03 Apr 2022
Cycle-Consistent Counterfactuals by Latent Transformations
Saeed Khorram
Li Fuxin
BDL
63
32
0
28 Mar 2022
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning
Wenjia Xu
Yongqin Xian
Jiuniu Wang
Bernt Schiele
Zeynep Akata
VLM
97
42
0
20 Mar 2022
Location-Free Camouflage Generation Network
Yangyang Li
Wei Zhai
Yang Cao
Zhengjun Zha
37
6
0
18 Mar 2022
Towards Practical Certifiable Patch Defense with Vision Transformer
Zhaoyu Chen
Yue Liu
Jianghe Xu
Shuang Wu
Shouhong Ding
Wenqiang Zhang
AAML
ViT
95
66
0
16 Mar 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs
Xiaohan Ding
Xinming Zhang
Yi Zhou
Jungong Han
Guiguang Ding
Jian Sun
VLM
153
554
0
13 Mar 2022
3SD: Self-Supervised Saliency Detection With No Labels
R. Yasarla
Renliang Weng
Wongun Choi
Vishal M. Patel
Amir Sadeghian
68
5
0
09 Mar 2022
Joint rotational invariance and adversarial training of a dual-stream Transformer yields state of the art Brain-Score for Area V4
William Berrios
Arturo Deza
MedIm
ViT
84
13
0
08 Mar 2022
A Developmentally-Inspired Examination of Shape versus Texture Bias in Machines
Alexa R. Tartaglini
Wai Keen Vong
Brenden M. Lake
64
14
0
16 Feb 2022
You Only Cut Once: Boosting Data Augmentation with a Single Cut
Junlin Han
Pengfei Fang
Weihong Li
Jie Hong
M. Armin
Ian Reid
L. Petersson
Hongdong Li
117
28
0
28 Jan 2022
A Cognitive Explainer for Fetal ultrasound images classifier Based on Medical Concepts
Ying-Shuai Wanga
Yunxia Liua
Licong Dongc
Xuzhou Wua
Huabin Zhangb
Qiongyu Yed
Desheng Sunc
Xiaobo Zhoue
Kehong Yuan
68
0
0
19 Jan 2022
Discrete and continuous representations and processing in deep learning: Looking forward
Ruben Cartuyvels
Graham Spinks
Marie-Francine Moens
OCL
93
20
0
04 Jan 2022
Toward Explainable AI for Regression Models
S. Letzgus
Patrick Wagner
Jonas Lederer
Wojciech Samek
Klaus-Robert Muller
G. Montavon
XAI
97
66
0
21 Dec 2021
HIVE: Evaluating the Human Interpretability of Visual Explanations
Sunnie S. Y. Kim
Nicole Meister
V. V. Ramaswamy
Ruth C. Fong
Olga Russakovsky
161
119
0
06 Dec 2021
Interpretable Image Classification with Differentiable Prototypes Assignment
Dawid Rymarczyk
Lukasz Struski
Michal Górszczak
K. Lewandowska
Jacek Tabor
Bartosz Zieliñski
85
102
0
06 Dec 2021
Revisiting Neuron Coverage for DNN Testing: A Layer-Wise and Distribution-Aware Criterion
Yuanyuan Yuan
Qi Pang
Shuai Wang
82
24
0
03 Dec 2021
Fighting Fire with Fire: Contrastive Debiasing without Bias-free Data via Generative Bias-transformation
Yeonsung Jung
Hajin Shim
J. Yang
Eunho Yang
87
8
0
02 Dec 2021
Temporally Resolution Decrement: Utilizing the Shape Consistency for Higher Computational Efficiency
Tianshu Xie
Xuan Cheng
Minghui Liu
Jiali Deng
Xiaomin Wang
Meilin Liu
SupR
42
1
0
02 Dec 2021
Semi-Supervised Music Tagging Transformer
Minz Won
Keunwoo Choi
Xavier Serra
ViT
MedIm
404
48
0
26 Nov 2021
Pruning Self-attentions into Convolutional Layers in Single Path
Haoyu He
Jianfei Cai
Jing Liu
Zizheng Pan
Jing Zhang
Dacheng Tao
Bohan Zhuang
ViT
95
40
0
23 Nov 2021
TnT Attacks! Universal Naturalistic Adversarial Patches Against Deep Neural Network Systems
Bao Gia Doan
Minhui Xue
Shiqing Ma
Ehsan Abbasnejad
Damith C. Ranasinghe
AAML
106
57
0
19 Nov 2021
ShapeY: Measuring Shape Recognition Capacity Using Nearest Neighbor Matching
Jong Woo Nam
A. Rios
Bartlett W. Mel
60
0
0
16 Nov 2021
An Approach for Combining Multimodal Fusion and Neural Architecture Search Applied to Knowledge Tracing
Xinyi Ding
Tao Han
Yili Fang
Eric C. Larson
64
6
0
08 Nov 2021
Natural Adversarial Objects
Felix Lau
Nishant Subramani
Sasha Harrison
Aerin Kim
E. Branson
Rosanne Liu
100
7
0
07 Nov 2021
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