Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
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
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Approximating CNNs with Bag-of-local-Features models works surprisingly well on ImageNet"
50 / 312 papers shown
Title
Uncertainty Calibration for Ensemble-Based Debiasing Methods
Ruibin Xiong
Yimeng Chen
Liang Pang
Xueqi Chen
Yanyan Lan
50
21
0
07 Nov 2021
Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples
Kanghyun Choi
Deokki Hong
Noseong Park
Youngsok Kim
Jinho Lee
MQ
71
67
0
04 Nov 2021
Robust Contrastive Learning Using Negative Samples with Diminished Semantics
Songwei Ge
Shlok Kumar Mishra
Haohan Wang
Chun-Liang Li
David Jacobs
SSL
82
71
0
27 Oct 2021
ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers
Husheng Han
Kaidi Xu
Xing Hu
Xiaobing Chen
Ling Liang
Zidong Du
Qi Guo
Yanzhi Wang
Yunji Chen
AAML
69
20
0
27 Oct 2021
On the Effects of Artificial Data Modification
Antonia Marcu
Adam Prugel-Bennett
45
3
0
26 Oct 2021
Repaint: Improving the Generalization of Down-Stream Visual Tasks by Generating Multiple Instances of Training Examples
Amin Banitalebi-Dehkordi
Yong Zhang
72
7
0
20 Oct 2021
Combining Diverse Feature Priors
Saachi Jain
Dimitris Tsipras
Aleksander Madry
113
14
0
15 Oct 2021
Understanding and Improving Robustness of Vision Transformers through Patch-based Negative Augmentation
Yao Qin
Chiyuan Zhang
Ting Chen
Balaji Lakshminarayanan
Alex Beutel
Xuezhi Wang
ViT
108
47
0
15 Oct 2021
Trivial or impossible -- dichotomous data difficulty masks model differences (on ImageNet and beyond)
Kristof Meding
Luca M. Schulze Buschoff
Robert Geirhos
Felix Wichmann
109
43
0
12 Oct 2021
Optimising for Interpretability: Convolutional Dynamic Alignment Networks
Moritz D Boehle
Mario Fritz
Bernt Schiele
29
3
0
27 Sep 2021
Shape-Biased Domain Generalization via Shock Graph Embeddings
M. Narayanan
Vickram Rajendran
Benjamin Kimia
73
14
0
13 Sep 2021
Learning cortical representations through perturbed and adversarial dreaming
Nicolas Deperrois
Mihai A. Petrovici
Walter Senn
Jakob Jordan
GAN
CLL
91
21
0
09 Sep 2021
Capturing the objects of vision with neural networks
B. Peters
N. Kriegeskorte
OCL
83
61
0
07 Sep 2021
Global-Local Transformer for Brain Age Estimation
Sheng He
P. E. Grant
Yangming Ou
ViT
MedIm
96
109
0
03 Sep 2021
StyleAugment: Learning Texture De-biased Representations by Style Augmentation without Pre-defined Textures
Sanghyuk Chun
Song Park
59
6
0
24 Aug 2021
Relational Embedding for Few-Shot Classification
Dahyun Kang
Heeseung Kwon
Juhong Min
Minsu Cho
103
187
0
22 Aug 2021
Discriminative Region-based Multi-Label Zero-Shot Learning
Sanath Narayan
Akshita Gupta
Salman Khan
Fahad Shahbaz Khan
Ling Shao
M. Shah
VLM
117
48
0
20 Aug 2021
Causal Attention for Unbiased Visual Recognition
Tan Wang
Chan Zhou
Qianru Sun
Hanwang Zhang
OOD
CML
108
114
0
19 Aug 2021
A Sparse Coding Interpretation of Neural Networks and Theoretical Implications
Joshua Bowren
FAtt
65
1
0
14 Aug 2021
Harnessing value from data science in business: ensuring explainability and fairness of solutions
Krzysztof Chomiak
Michal Miktus
29
0
0
10 Aug 2021
Deep Joint Learning of Pathological Region Localization and Alzheimer's Disease Diagnosis
Changhyun Park
Heung-Il Suk
66
4
0
10 Aug 2021
Towards robust vision by multi-task learning on monkey visual cortex
Shahd Safarani
Arne F. Nix
K. Willeke
Santiago A. Cadena
Kelli Restivo
George H. Denfield
A. Tolias
Fabian H. Sinz
OOD
84
54
0
29 Jul 2021
WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification
Qiufu Li
Linlin Shen
Sheng Guo
Zhihui Lai
OOD
76
90
0
28 Jul 2021
Learning Debiased Representation via Disentangled Feature Augmentation
Jungsoo Lee
Eungyeup Kim
Juyoung Lee
Jihyeon Janel Lee
Jaegul Choo
CML
92
158
0
03 Jul 2021
Towards Total Recall in Industrial Anomaly Detection
Karsten Roth
Latha Pemula
J. Zepeda
Bernhard Schölkopf
Thomas Brox
Peter V. Gehler
UQCV
131
934
0
15 Jun 2021
Partial success in closing the gap between human and machine vision
Robert Geirhos
Kantharaju Narayanappa
Benjamin Mitzkus
Tizian Thieringer
Matthias Bethge
Felix Wichmann
Wieland Brendel
VLM
AAML
107
230
0
14 Jun 2021
CAT: Cross Attention in Vision Transformer
Hezheng Lin
Xingyi Cheng
Xiangyu Wu
Fan Yang
Dong Shen
Zhongyuan Wang
Qing Song
Wei Yuan
ViT
65
158
0
10 Jun 2021
White Paper Assistance: A Step Forward Beyond the Shortcut Learning
Xuan Cheng
Tianshu Xie
Xiaomin Wang
Jiali Deng
Minghui Liu
Meilin Liu
AAML
46
0
0
08 Jun 2021
Can Subnetwork Structure be the Key to Out-of-Distribution Generalization?
Dinghuai Zhang
Kartik Ahuja
Yilun Xu
Yisen Wang
Aaron Courville
OOD
99
96
0
05 Jun 2021
Efficient Classification of Very Large Images with Tiny Objects
Fanjie Kong
Ricardo Henao
102
35
0
04 Jun 2021
Dense Regression Activation Maps For Lesion Segmentation in CT scans of COVID-19 patients
Weiyi Xie
Colin Jacobs
Jean-Paul Charbonnier
Bram van Ginneken
MedIm
61
10
0
25 May 2021
Intriguing Properties of Vision Transformers
Muzammal Naseer
Kanchana Ranasinghe
Salman Khan
Munawar Hayat
Fahad Shahbaz Khan
Ming-Hsuan Yang
ViT
352
654
0
21 May 2021
Are Convolutional Neural Networks or Transformers more like human vision?
Shikhar Tuli
Ishita Dasgupta
Erin Grant
Thomas Griffiths
ViT
FaML
85
185
0
15 May 2021
RC2020 Report: Learning De-biased Representations with Biased Representations
Rwiddhi Chakraborty
Shubhayu Das
24
0
0
14 May 2021
This Looks Like That... Does it? Shortcomings of Latent Space Prototype Interpretability in Deep Networks
Adrian Hoffmann
Claudio Fanconi
Rahul Rade
Jonas Köhler
71
63
0
05 May 2021
PatchGuard++: Efficient Provable Attack Detection against Adversarial Patches
Chong Xiang
Prateek Mittal
AAML
86
44
0
26 Apr 2021
Unsupervised Learning of Multi-level Structures for Anomaly Detection
Songmin Dai
Jide Li
Lu Wang
Congcong Zhu
Yifan Wu
Xiaoqiang Li
38
0
0
25 Apr 2021
Patch Shortcuts: Interpretable Proxy Models Efficiently Find Black-Box Vulnerabilities
Julia Rosenzweig
Joachim Sicking
Sebastian Houben
Michael Mock
Maram Akila
AAML
99
3
0
22 Apr 2021
Does enhanced shape bias improve neural network robustness to common corruptions?
Chaithanya Kumar Mummadi
Ranjitha Subramaniam
Robin Hutmacher
Julien Vitay
Volker Fischer
J. H. Metzen
107
40
0
20 Apr 2021
The Intrinsic Dimension of Images and Its Impact on Learning
Phillip E. Pope
Chen Zhu
Ahmed Abdelkader
Micah Goldblum
Tom Goldstein
262
273
0
18 Apr 2021
Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering
Corentin Dancette
Rémi Cadène
Damien Teney
Matthieu Cord
CML
94
78
0
07 Apr 2021
When Pigs Fly: Contextual Reasoning in Synthetic and Natural Scenes
Philipp Bomatter
Mengmi Zhang
D. Karev
Spandan Madan
Claire Tseng
Gabriel Kreiman
63
24
0
06 Apr 2021
NetAdaptV2: Efficient Neural Architecture Search with Fast Super-Network Training and Architecture Optimization
Tien-Ju Yang
Yi-Lun Liao
Vivienne Sze
118
57
0
31 Mar 2021
Towards Generalizable and Robust Face Manipulation Detection via Bag-of-local-feature
Changtao Miao
Qi Chu
Weihai Li
Tao Gong
Wanyi Zhuang
Nenghai Yu
AAML
CVBM
ViT
55
18
0
14 Mar 2021
Cut-Thumbnail: A Novel Data Augmentation for Convolutional Neural Network
Tianshu Xie
Xuan Cheng
Minghui Liu
Jiali Deng
Xiaomin Wang
Ming Liu
58
30
0
09 Mar 2021
DeepReDuce: ReLU Reduction for Fast Private Inference
N. Jha
Zahra Ghodsi
S. Garg
Brandon Reagen
101
91
0
02 Mar 2021
Exposing Semantic Segmentation Failures via Maximum Discrepancy Competition
Jiebin Yan
Yu Zhong
Yuming Fang
Zhangyang Wang
Kede Ma
UQCV
79
18
0
27 Feb 2021
Transformer in Transformer
Kai Han
An Xiao
Enhua Wu
Jianyuan Guo
Chunjing Xu
Yunhe Wang
ViT
407
1,597
0
27 Feb 2021
Explainers in the Wild: Making Surrogate Explainers Robust to Distortions through Perception
Alexander Hepburn
Raúl Santos-Rodríguez
FAtt
58
4
0
22 Feb 2021
Hard-Attention for Scalable Image Classification
Athanasios Papadopoulos
Pawel Korus
N. Memon
121
25
0
20 Feb 2021
Previous
1
2
3
4
5
6
7
Next