Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1811.12231
Cited By
v1
v2
v3 (latest)
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness
29 November 2018
Robert Geirhos
Patricia Rubisch
Claudio Michaelis
Matthias Bethge
Felix Wichmann
Wieland Brendel
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness"
50 / 1,489 papers shown
Identifiable Contrastive Learning with Automatic Feature Importance Discovery
Neural Information Processing Systems (NeurIPS), 2023
Tao Gui
Yifei Wang
Yisen Wang
263
18
0
29 Oct 2023
Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity
Neural Information Processing Systems (NeurIPS), 2023
Tianqin Li
Ziqi Wen
Yangfan Li
Tai Sing Lee
216
17
0
29 Oct 2023
OC-NMN: Object-centric Compositional Neural Module Network for Generative Visual Analogical Reasoning
Rim Assouel
Pau Rodríguez
Perouz Taslakian
David Vazquez
Yoshua Bengio
LRM
OCL
199
0
0
28 Oct 2023
Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Soumyendu Sarkar
Ashwin Ramesh Babu
Sajad Mousavi
Zachariah Carmichael
Vineet Gundecha
Sahand Ghorbanpour
Ricardo Luna
Antonio Guillen-Perez
Avisek Naug
AAML
DiffM
254
6
0
28 Oct 2023
Group Robust Classification Without Any Group Information
Neural Information Processing Systems (NeurIPS), 2023
Christos Tsirigotis
João Monteiro
Pau Rodríguez
David Vazquez
Aaron Courville
OOD
268
25
0
28 Oct 2023
On the Foundations of Shortcut Learning
International Conference on Learning Representations (ICLR), 2023
Katherine Hermann
Hossein Mobahi
Thomas Fel
M. C. Mozer
VLM
408
62
0
24 Oct 2023
RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions
Neural Information Processing Systems (NeurIPS), 2023
Lingdong Kong
Shaoyuan Xie
Hanjiang Hu
Lai Xing Ng
Benoit R. Cottereau
Wei Tsang Ooi
OODD
290
57
0
23 Oct 2023
Adversarial Image Generation by Spatial Transformation in Perceptual Colorspaces
Pattern Recognition Letters (PR), 2023
A. Aydin
A. Temi̇zel
190
6
0
21 Oct 2023
OODRobustBench: a Benchmark and Large-Scale Analysis of Adversarial Robustness under Distribution Shift
Lin Li
Yifei Wang
Chawin Sitawarin
Michael W. Spratling
320
12
0
19 Oct 2023
Fast Model Debias with Machine Unlearning
Neural Information Processing Systems (NeurIPS), 2023
Ruizhe Chen
Jianfei Yang
Huimin Xiong
Jianhong Bai
Tianxiang Hu
Jinxiang Hao
Yang Feng
Qiufeng Wang
Jian Wu
Zuo-Qiang Liu
MU
381
97
0
19 Oct 2023
Getting aligned on representational alignment
Ilia Sucholutsky
Lukas Muttenthaler
Adrian Weller
Andi Peng
Andreea Bobu
...
Thomas Unterthiner
Andrew Kyle Lampinen
Klaus-Robert Muller
M. Toneva
Thomas Griffiths
333
135
0
18 Oct 2023
Removing Spurious Concepts from Neural Network Representations via Joint Subspace Estimation
International Conference on Machine Learning (ICML), 2023
Floris Holstege
Bram Wouters
Noud van Giersbergen
C. Diks
227
3
0
18 Oct 2023
Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning
Shruthi Gowda
Bahram Zonooz
Elahe Arani
233
5
0
17 Oct 2023
FusionU-Net: U-Net with Enhanced Skip Connection for Pathology Image Segmentation
Asian Conference on Machine Learning (ACML), 2023
Zongyi Li
H. Lyu
Jun Wang
SSeg
130
13
0
17 Oct 2023
Instilling Inductive Biases with Subnetworks
Enyan Zhang
Michael A. Lepori
Ellie Pavlick
AI4CE
266
5
0
17 Oct 2023
Deep Neural Networks Can Learn Generalizable Same-Different Visual Relations
Alexa R. Tartaglini
Sheridan Feucht
Michael A. Lepori
Wai Keen Vong
Charles Lovering
Brenden M. Lake
Ellie Pavlick
OOD
ViT
275
5
0
14 Oct 2023
Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning
Neural Information Processing Systems (NeurIPS), 2023
Yihua Zhang
Yimeng Zhang
Chenyi Zi
Jinghan Jia
Jiancheng Liu
Gaowen Liu
Min-Fong Hong
Shiyu Chang
Sijia Liu
AAML
383
14
0
13 Oct 2023
Impact of Label Types on Training SWIN Models with Overhead Imagery
Ryan Ford
Kenneth Hutchison
Nicholas Felts
Benjamin Cheng
Jesse Lew
Kyle Jackson
222
0
0
11 Oct 2023
Does resistance to style-transfer equal Global Shape Bias? Measuring network sensitivity to global shape configuration
Ziqi Wen
Tianqin Li
Zhi Jing
Tai Sing Lee
OOD
342
1
0
11 Oct 2023
Mitigating Simplicity Bias in Deep Learning for Improved OOD Generalization and Robustness
Bhavya Vasudeva
Kameron Shahabi
Willie Neiswanger
240
7
0
09 Oct 2023
Understanding the Robustness of Multi-modal Contrastive Learning to Distribution Shift
International Conference on Learning Representations (ICLR), 2023
Yihao Xue
Siddharth Joshi
Dang Nguyen
Baharan Mirzasoleiman
VLM
242
5
0
08 Oct 2023
IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers
Neural Information Processing Systems (NeurIPS), 2023
Zhenglin Huang
Xianan Bao
Na Zhang
Qingqi Zhang
Xiaomei Tu
Biao Wu
Xi Yang
600
16
0
07 Oct 2023
Logical Bias Learning for Object Relation Prediction
Xinyu Zhou
Zihan Ji
Anna Zhu
CVBM
194
0
0
01 Oct 2023
A Survey of Robustness and Safety of 2D and 3D Deep Learning Models Against Adversarial Attacks
ACM Computing Surveys (ACM Comput. Surv.), 2023
Yanjie Li
Bin Xie
Songtao Guo
Yuanyuan Yang
Bin Xiao
AAML
260
36
0
01 Oct 2023
Finger-UNet: A U-Net based Multi-Task Architecture for Deep Fingerprint Enhancement
VISIGRAPP (VISIGRAPP), 2023
Ekta Gavas
A. Namboodiri
CVBM
184
5
0
01 Oct 2023
Directly Fine-Tuning Diffusion Models on Differentiable Rewards
International Conference on Learning Representations (ICLR), 2023
Amita Gajewar
Paul Vicol
G. Bansal
David J Fleet
268
300
0
29 Sep 2023
Intriguing properties of generative classifiers
International Conference on Learning Representations (ICLR), 2023
P. Jaini
Kevin Clark
Robert Geirhos
BDL
458
51
0
28 Sep 2023
Latent Noise Segmentation: How Neural Noise Leads to the Emergence of Segmentation and Grouping
International Conference on Machine Learning (ICML), 2023
Vincent Mallet
Zhengqing Wu
M. Ovsjanikov
275
5
0
28 Sep 2023
A Primer on Bayesian Neural Networks: Review and Debates
Federico Danieli
Konstantinos Pitas
M. Vladimirova
Vincent Fortuin
BDL
AAML
287
35
0
28 Sep 2023
Spatial-frequency channels, shape bias, and adversarial robustness
Neural Information Processing Systems (NeurIPS), 2023
Ajay Subramanian
E. Sizikova
N. Majaj
D. Pelli
AAML
197
27
0
22 Sep 2023
A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language Guidance
IEEE International Conference on Computer Vision (ICCV), 2023
Zeyi Huang
Andy Zhou
Zijian Lin
Mu Cai
Haohan Wang
Yong Jae Lee
VLM
OOD
237
51
0
21 Sep 2023
Can We Reliably Improve the Robustness to Image Acquisition of Remote Sensing of PV Systems?
Gabriel Kasmi
L. Dubus
Yves-Marie Saint Drenan
Philippe Blanc
238
4
0
21 Sep 2023
Online Supervised Training of Spaceborne Vision during Proximity Operations using Adaptive Kalman Filtering
IEEE International Conference on Robotics and Automation (ICRA), 2023
T. Park
Simone DÁmico
338
14
0
20 Sep 2023
More complex encoder is not all you need
Weibin Yang
Longwei Xu
Pengwei Wang
Dehua Geng
Yusong Li
Mingyuan Xu
Zhiqi Dong
MedIm
200
1
0
20 Sep 2023
Extreme Image Transformations Facilitate Robust Latent Object Representations
Girik Malik
Dakarai Crowder
E. Mingolla
AAML
196
0
0
19 Sep 2023
Enhancing Visual Perception in Novel Environments via Incremental Data Augmentation Based on Style Transfer
Abhibha Gupta
Rully Agus Hendrawan
Mansur Maturidi Arief
319
0
0
16 Sep 2023
Towards Last-layer Retraining for Group Robustness with Fewer Annotations
Neural Information Processing Systems (NeurIPS), 2023
Tyler LaBonte
Vidya Muthukumar
Abhishek Kumar
421
55
0
15 Sep 2023
Understanding the limitations of self-supervised learning for tabular anomaly detection
Pattern Analysis and Applications (PAA), 2023
Kimberly T. Mai
Toby O. Davies
Lewis D. Griffin
SSL
357
1
0
15 Sep 2023
Hardening RGB-D Object Recognition Systems against Adversarial Patch Attacks
Information Sciences (Inf. Sci.), 2023
Yang Zheng
Christian Scano
Antonio Emanuele Cinà
Xiaoyi Feng
Zhaoqiang Xia
Xiaoyue Jiang
Ambra Demontis
Battista Biggio
Fabio Roli
AAML
208
6
0
13 Sep 2023
TransNet: A Transfer Learning-Based Network for Human Action Recognition
International Conference on Machine Learning and Applications (ICMLA), 2023
Khaled Alomar
Xiaohao Cai
239
1
0
13 Sep 2023
A 3M-Hybrid Model for the Restoration of Unique Giant Murals: A Case Study on the Murals of Yongle Palace
IEEE Access (IEEE Access), 2023
Jing Yang
Nur Intan Raihana Ruhaiyem
Chichun Zhou
161
8
0
12 Sep 2023
Divergences in Color Perception between Deep Neural Networks and Humans
E. Nadler
Elise Darragh-Ford
Bhargav Srinivasa Desikan
Christian Conaway
Mark Chu
Tasker Hull
Douglas Guilbeault
159
10
0
11 Sep 2023
Large Separable Kernel Attention: Rethinking the Large Kernel Attention Design in CNN
Expert systems with applications (ESWA), 2023
Kin Wai Lau
L. Po
Yasar Abbas Ur Rehman
VLM
255
395
0
04 Sep 2023
SOAR: Scene-debiasing Open-set Action Recognition
IEEE International Conference on Computer Vision (ICCV), 2023
Yuanhao Zhai
Ziyi Liu
Zhenyu Wu
Yi Wu
Chunluan Zhou
David Doermann
Junsong Yuan
Gang Hua
316
13
0
03 Sep 2023
Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Reza Azad
Leon Niggemeier
Michael Huttemann
Amirhossein Kazerouni
Ehsan Khodapanah Aghdam
Yury Velichko
Ulas Bagci
Dorit Merhof
MedIm
305
118
0
31 Aug 2023
Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Reza Azad
Amirhossein Kazerouni
Babak Azad
Ehsan Khodapanah Aghdam
Yury Velichko
Ulas Bagci
Dorit Merhof
ViT
MedIm
285
28
0
31 Aug 2023
FACET: Fairness in Computer Vision Evaluation Benchmark
IEEE International Conference on Computer Vision (ICCV), 2023
Laura Gustafson
Chloe Rolland
Nikhila Ravi
Quentin Duval
Aaron B. Adcock
Cheng-Yang Fu
Melissa Hall
Candace Ross
VLM
EGVM
351
60
0
31 Aug 2023
Prediction of Diblock Copolymer Morphology via Machine Learning
Hyun Park
Boyuan Yu
Juhae Park
Ge Sun
E. Tajkhorshid
J. Pablo
Ludwig Schneider
AI4CE
134
2
0
31 Aug 2023
Occlusion-Aware Detection and Re-ID Calibrated Network for Multi-Object Tracking
Qingxin Xiao
Rui Sun
Xin Shu
Yu Zhang
Qingyao Wu
VOT
265
5
0
30 Aug 2023
Multimodal Foundation Models For Echocardiogram Interpretation
M. Christensen
Milos Vukadinovic
N. Yuan
David Ouyang
MedIm
287
9
0
29 Aug 2023
Previous
1
2
3
...
8
9
10
...
28
29
30
Next
Page 9 of 30
Page
of 30
Go
