ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 1811.12231
  4. Cited By
ImageNet-trained CNNs are biased towards texture; increasing shape bias
  improves accuracy and robustness
v1v2v3 (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
ArXiv (abs)PDFHTML

Papers citing "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness"

50 / 1,487 papers shown
Title
LHU-Net: a Lean Hybrid U-Net for Cost-efficient, High-performance Volumetric Segmentation
LHU-Net: a Lean Hybrid U-Net for Cost-efficient, High-performance Volumetric Segmentation
Yousef Sadegheih
Afshin Bozorgpour
Pratibha Kumari
Reza Azad
Dorit Merhof
217
3
0
07 Apr 2024
Vision Transformers in Domain Adaptation and Generalization: A Study of
  Robustness
Vision Transformers in Domain Adaptation and Generalization: A Study of Robustness
Shadi Alijani
Jamil Fayyad
Homayoun Najjaran
OOD
288
1
0
05 Apr 2024
Diffexplainer: Towards Cross-modal Global Explanations with Diffusion
  Models
Diffexplainer: Towards Cross-modal Global Explanations with Diffusion Models
M. Pennisi
Giovanni Bellitto
S. Palazzo
Mubarak Shah
C. Spampinato
DiffM
178
1
0
03 Apr 2024
Visual Concept Connectome (VCC): Open World Concept Discovery and their
  Interlayer Connections in Deep Models
Visual Concept Connectome (VCC): Open World Concept Discovery and their Interlayer Connections in Deep ModelsComputer Vision and Pattern Recognition (CVPR), 2024
M. Kowal
Richard P. Wildes
Konstantinos G. Derpanis
GNN
247
14
0
02 Apr 2024
Can Biases in ImageNet Models Explain Generalization?
Can Biases in ImageNet Models Explain Generalization?Computer Vision and Pattern Recognition (CVPR), 2024
Paul Gavrikov
J. Keuper
OODVLM
173
27
0
01 Apr 2024
GDA: Generalized Diffusion for Robust Test-time Adaptation
GDA: Generalized Diffusion for Robust Test-time Adaptation
Yun-Yun Tsai
Fu-Chen Chen
Albert Y. C. Chen
Junfeng Yang
Che-Chun Su
Min Sun
Cheng-Hao Kuo
TTAAAMLVLMOOD
254
13
0
29 Mar 2024
Benchmarking the Robustness of Temporal Action Detection Models Against
  Temporal Corruptions
Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions
Runhao Zeng
Xiaoyong Chen
Jiaming Liang
Huisi Wu
Guangzhong Cao
Yong Guo
AAML
305
7
0
29 Mar 2024
DeNetDM: Debiasing by Network Depth Modulation
DeNetDM: Debiasing by Network Depth Modulation
Silpa Vadakkeeveetil Sreelatha
Adarsh Kappiyath
Anjan Dutta
185
5
1
28 Mar 2024
Algorithmic Ways of Seeing: Using Object Detection to Facilitate Art
  Exploration
Algorithmic Ways of Seeing: Using Object Detection to Facilitate Art Exploration
Louie Søs Meyer
Johanne Engel Aaen
Anitamalina Regitse Tranberg
Peter Kun
Matthias Anton Freiberger
Sebastian Risi
A. Løvlie
158
19
0
28 Mar 2024
ImageNet-D: Benchmarking Neural Network Robustness on Diffusion
  Synthetic Object
ImageNet-D: Benchmarking Neural Network Robustness on Diffusion Synthetic Object
Chenshuang Zhang
Fei Pan
Junmo Kim
In So Kweon
Chengzhi Mao
145
16
1
27 Mar 2024
Enhancing Industrial Transfer Learning with Style Filter: Cost Reduction
  and Defect-Focus
Enhancing Industrial Transfer Learning with Style Filter: Cost Reduction and Defect-Focus
Chen Li
Rui Ma
Xiang Qian
Xiaohao Wang
Xinghui Li
162
0
0
25 Mar 2024
Controlled Training Data Generation with Diffusion Models
Controlled Training Data Generation with Diffusion Models
Teresa Yeo
Andrei Atanov
Harold Benoit
Aleksandr Alekseev
Ruchira Ray
Pooya Esmaeil Akhoondi
Amir Zamir
347
8
0
22 Mar 2024
Debiasing surgeon: fantastic weights and how to find them
Debiasing surgeon: fantastic weights and how to find them
Rémi Nahon
Ivan Luiz De Moura Matos
Van-Tam Nguyen
Enzo Tartaglione
186
1
0
21 Mar 2024
Learning Decomposable and Debiased Representations via Attribute-Centric
  Information Bottlenecks
Learning Decomposable and Debiased Representations via Attribute-Centric Information Bottlenecks
Jinyung Hong
Eunyeong Jeon
Changhoon Kim
Keun Hee Park
Utkarsh Nath
Yezhou Yang
Pavan Turaga
Theodore P. Pavlic
CML
178
0
0
21 Mar 2024
ExMap: Leveraging Explainability Heatmaps for Unsupervised Group
  Robustness to Spurious Correlations
ExMap: Leveraging Explainability Heatmaps for Unsupervised Group Robustness to Spurious Correlations
Rwiddhi Chakraborty
Adrian Sletten
Michael C. Kampffmeyer
264
4
0
20 Mar 2024
Non-negative Contrastive Learning
Non-negative Contrastive Learning
Yifei Wang
Tao Gui
Yaoyu Guo
Yisen Wang
291
14
0
19 Mar 2024
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion
  Distillation
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion DistillationACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2024
Axel Sauer
Frederic Boesel
Tim Dockhorn
A. Blattmann
Patrick Esser
Robin Rombach
DiffM
319
211
0
18 Mar 2024
SETA: Semantic-Aware Token Augmentation for Domain Generalization
SETA: Semantic-Aware Token Augmentation for Domain GeneralizationIEEE Transactions on Image Processing (TIP), 2024
Jintao Guo
Lei Qi
Yinghuan Shi
Yang Gao
ViT
229
7
0
18 Mar 2024
Investigating the Benefits of Projection Head for Representation
  Learning
Investigating the Benefits of Projection Head for Representation LearningInternational Conference on Learning Representations (ICLR), 2024
Yihao Xue
Eric Gan
Jiayi Ni
Siddharth Joshi
Baharan Mirzasoleiman
232
19
0
18 Mar 2024
Benchmarking Zero-Shot Robustness of Multimodal Foundation Models: A
  Pilot Study
Benchmarking Zero-Shot Robustness of Multimodal Foundation Models: A Pilot Study
Chenguang Wang
Ruoxi Jia
Xin Liu
Dawn Song
VLM
185
10
0
15 Mar 2024
A survey of synthetic data augmentation methods in computer vision
A survey of synthetic data augmentation methods in computer visionMachine Intelligence Research (MIR), 2024
A. Mumuni
F. Mumuni
N. K. Gerrar
299
69
0
15 Mar 2024
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers
Haoyang Liu
Aditya Singh
Yijiang Li
Haohan Wang
AAMLViT
317
1
0
15 Mar 2024
Explorations in Texture Learning
Explorations in Texture Learning
Blaine Hoak
Patrick McDaniel
194
3
0
14 Mar 2024
Can We Talk Models Into Seeing the World Differently?
Can We Talk Models Into Seeing the World Differently?International Conference on Learning Representations (ICLR), 2024
Paul Gavrikov
Jovita Lukasik
Steffen Jung
Robert Geirhos
Bianca Lamm
Muhammad Jehanzeb Mirza
Margret Keuper
VLM
191
4
0
14 Mar 2024
HOLMES: HOLonym-MEronym based Semantic inspection for Convolutional
  Image Classifiers
HOLMES: HOLonym-MEronym based Semantic inspection for Convolutional Image Classifiers
Francesco Dibitonto
Fabio Garcea
Andre' Panisson
Alan Perotti
Lia Morra
AAML
179
0
0
13 Mar 2024
Specification Overfitting in Artificial Intelligence
Specification Overfitting in Artificial IntelligenceArtificial Intelligence Review (Artif Intell Rev), 2024
Benjamin Roth
Pedro Henrique Luz de Araujo
Yuxi Xia
Saskia Kaltenbrunner
Christoph Korab
514
9
0
13 Mar 2024
Multiscale Low-Frequency Memory Network for Improved Feature Extraction
  in Convolutional Neural Networks
Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2024
Fuzhi Wu
Jiasong Wu
Youyong Kong
Chunfeng Yang
Guanyu Yang
Huazhong Shu
Guy Carrault
L. Senhadji
43
10
0
13 Mar 2024
Entropy is not Enough for Test-Time Adaptation: From the Perspective of
  Disentangled Factors
Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled FactorsInternational Conference on Learning Representations (ICLR), 2024
Jonghyun Lee
Dahuin Jung
Saehyung Lee
Junsung Park
Juhyeon Shin
Uiwon Hwang
Sungroh Yoon
TTAAAML
183
83
0
12 Mar 2024
Text-to-Image Diffusion Models are Great Sketch-Photo Matchmakers
Text-to-Image Diffusion Models are Great Sketch-Photo MatchmakersComputer Vision and Pattern Recognition (CVPR), 2024
Subhadeep Koley
A. Bhunia
Aneeshan Sain
Pinaki Nath Chowdhury
Tao Xiang
Yi-Zhe Song
DiffM
248
14
0
12 Mar 2024
Transformers Learn Low Sensitivity Functions: Investigations and Implications
Transformers Learn Low Sensitivity Functions: Investigations and ImplicationsInternational Conference on Learning Representations (ICLR), 2024
Bhavya Vasudeva
Deqing Fu
Tianyi Zhou
Elliott Kau
Youqi Huang
Willie Neiswanger
411
7
0
11 Mar 2024
A spatiotemporal style transfer algorithm for dynamic visual stimulus
  generation
A spatiotemporal style transfer algorithm for dynamic visual stimulus generationNature Computational Science (Nat. Comput. Sci.), 2024
Antonino Greco
Markus Siegel
189
7
0
07 Mar 2024
ObjectCompose: Evaluating Resilience of Vision-Based Models on
  Object-to-Background Compositional Changes
ObjectCompose: Evaluating Resilience of Vision-Based Models on Object-to-Background Compositional ChangesAsian Conference on Computer Vision (ACCV), 2024
H. Malik
Muhammad Huzaifa
Muzammal Naseer
Salman Khan
Fahad Shahbaz Khan
DiffM
304
3
0
07 Mar 2024
LEAD: Learning Decomposition for Source-free Universal Domain Adaptation
LEAD: Learning Decomposition for Source-free Universal Domain Adaptation
Sanqing Qu
Tianpei Zou
Lianghua He
Florian Röhrbein
Alois Knoll
Guang Chen
Changjun Jiang
211
42
0
06 Mar 2024
Complexity Matters: Dynamics of Feature Learning in the Presence of
  Spurious Correlations
Complexity Matters: Dynamics of Feature Learning in the Presence of Spurious Correlations
GuanWen Qiu
Da Kuang
Surbhi Goel
412
11
0
05 Mar 2024
VEglue: Testing Visual Entailment Systems via Object-Aligned Joint
  Erasing
VEglue: Testing Visual Entailment Systems via Object-Aligned Joint Erasing
Zhiyuan Chang
Mingyang Li
Peng Li
Cheng Li
Qing Wang
186
1
0
05 Mar 2024
Benchmarking Segmentation Models with Mask-Preserved Attribute Editing
Benchmarking Segmentation Models with Mask-Preserved Attribute Editing
Zijin Yin
Kongming Liang
Bing Li
Zhanyu Ma
Jun Guo
VLM
283
7
0
02 Mar 2024
Adversarial Testing for Visual Grounding via Image-Aware Property
  Reduction
Adversarial Testing for Visual Grounding via Image-Aware Property Reduction
Zhiyuan Chang
Mingyang Li
Peng Li
Cheng Li
Boyu Wu
Fanjiang Xu
Qing Wang
AAML
216
1
0
02 Mar 2024
Resilience of Entropy Model in Distributed Neural Networks
Resilience of Entropy Model in Distributed Neural Networks
Milin Zhang
Mohammad Abdi
Shahriar Rifat
Francesco Restuccia
AAML
250
2
0
01 Mar 2024
Lifelong Benchmarks: Efficient Model Evaluation in an Era of Rapid
  Progress
Lifelong Benchmarks: Efficient Model Evaluation in an Era of Rapid Progress
Christian Schroeder de Witt
Vishaal Udandarao
Juil Sock
Matthias Bethge
Adel Bibi
Samuel Albanie
210
7
0
29 Feb 2024
Assessing Visually-Continuous Corruption Robustness of Neural Networks
  Relative to Human Performance
Assessing Visually-Continuous Corruption Robustness of Neural Networks Relative to Human Performance
Huakun Shen
Boyue Caroline Hu
Krzysztof Czarnecki
Lina Marsso
Marsha Chechik
299
1
0
29 Feb 2024
A Modular System for Enhanced Robustness of Multimedia Understanding
  Networks via Deep Parametric Estimation
A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation
F. Barbato
Umberto Michieli
Mehmet Karim Yucel
Pietro Zanuttigh
Mete Ozay
290
2
0
28 Feb 2024
An Empirical Study of the Generalization Ability of Lidar 3D Object
  Detectors to Unseen Domains
An Empirical Study of the Generalization Ability of Lidar 3D Object Detectors to Unseen Domains
George Eskandar
Chongzhe Zhang
Abhishek Kaushik
Karim Guirguis
Mohamed Sayed
Bin Yang
OOD3DPC
276
12
0
27 Feb 2024
Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised
  Learning
Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning
Johnathan Xie
Yoonho Lee
Annie S. Chen
Chelsea Finn
139
4
0
22 Feb 2024
PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for
  Recognizing Low-Quality Images
PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images
Jinsung Jeon
Hyundong Jin
Jonghyun Choi
Sanghyun Hong
Dongeun Lee
Kookjin Lee
Noseong Park
197
2
0
20 Feb 2024
Reducing Texture Bias of Deep Neural Networks via Edge Enhancing
  Diffusion
Reducing Texture Bias of Deep Neural Networks via Edge Enhancing Diffusion
Edgar Heinert
Matthias Rottmann
Kira Maag
Karsten Kahl
160
7
0
14 Feb 2024
Comparing supervised learning dynamics: Deep neural networks match human
  data efficiency but show a generalisation lag
Comparing supervised learning dynamics: Deep neural networks match human data efficiency but show a generalisation lag
Lukas Huber
Fred W. Mast
Felix A. Wichmann
245
1
0
14 Feb 2024
A Closer Look at the Robustness of Contrastive Language-Image
  Pre-Training (CLIP)
A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP)Neural Information Processing Systems (NeurIPS), 2024
Weijie Tu
Weijian Deng
Tom Gedeon
UQCVVLM
189
49
0
12 Feb 2024
Language-Based Augmentation to Address Shortcut Learning in Object Goal
  Navigation
Language-Based Augmentation to Address Shortcut Learning in Object Goal Navigation
Dennis Hoftijzer
Gertjan J. Burghouts
Luuk J. Spreeuwers
201
3
0
07 Feb 2024
Detection and Pose Estimation of flat, Texture-less Industry Objects on
  HoloLens using synthetic Training
Detection and Pose Estimation of flat, Texture-less Industry Objects on HoloLens using synthetic Training
Thomas Pollabauer
Fabian Rücker
Andreas Franek
Felix Gorschlüter
151
0
0
07 Feb 2024
Boosting Adversarial Transferability across Model Genus by
  Deformation-Constrained Warping
Boosting Adversarial Transferability across Model Genus by Deformation-Constrained WarpingAAAI Conference on Artificial Intelligence (AAAI), 2024
Qinliang Lin
Cheng Luo
Zenghao Niu
Xilin He
Weicheng Xie
Yuanbo Hou
Linlin Shen
Siyang Song
AAML
221
25
0
06 Feb 2024
Previous
123...678...282930
Next