Paper Citation Record · LEDGER

Err on the Side of Texture: Texture Bias on Real Data

As of 12 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2412.10597.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.10597 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:52:26.632555Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

49 of 49 outbound references displayed

verified exact6
verified fuzzy10
unresolved32
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5c33b7e7-d82a-460e-92a1-64a3cbb6aaf5 · outbound

This paper cites ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness,.

Err on the Side of Texture: Texture Bias on Real Data ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:52:28.326829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5c91dc5e-0eae-4d51-bdb9-e2379e1dc862 · outbound

This paper cites On the Performance of GoogLeNet and AlexNet Applied to Sketches,.

Err on the Side of Texture: Texture Bias on Real Data On the Performance of GoogLeNet and AlexNet Applied to Sketches,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.350551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4329f7f8-6543-4384-9c2d-10d9066ad2a6 · outbound

This paper cites Approximating CNNs with Bag-of-local-Features models works surprisingly well on ImageNet.

Err on the Side of Texture: Texture Bias on Real Data Approximating CNNs with Bag-of-local-Features models works surprisingly well on ImageNet

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.356861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c59d3b69-846e-4b35-82c4-c3972680ab8d · outbound

This paper cites an unresolved cited work.

Err on the Side of Texture: Texture Bias on Real Data Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.363560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e110e125-20c8-43be-9ecc-9a46756518b0 · outbound

This paper cites Generalisation in humans and deep neural networks.

Err on the Side of Texture: Texture Bias on Real Data Generalisation in humans and deep neural networks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.370323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89a206f6-640a-4b85-ae2a-fb4644bf6ca2 · outbound

This paper cites Natural Adversarial Examples.

Err on the Side of Texture: Texture Bias on Real Data Natural Adversarial Examples

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.378581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c0abc14-7441-4b7a-8683-4b0abb2711ea · outbound

This paper cites On Synthetic Texture Datasets: Challenges, Creation, and Curation.

Err on the Side of Texture: Texture Bias on Real Data On Synthetic Texture Datasets: Challenges, Creation, and Curation

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:52:27.068505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation af57db43-fdf5-49fb-8191-8055f3d40a4f · outbound

This paper cites Explorations in Texture Learning.

Err on the Side of Texture: Texture Bias on Real Data Explorations in Texture Learning

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:52:27.030994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a40632bb-516b-4a2b-9933-d3bdd13ab210 · outbound

This paper cites Describing Textures in the Wild,.

Err on the Side of Texture: Texture Bias on Real Data Describing Textures in the Wild,

Reference 9

Resolution: malformed identifier; raw_fallback, observed 2026-08-11T15:52:28.023496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d15cb385-ba2f-4188-872f-2b8f00c606e4 · outbound

This paper cites Shortcut Learning in Deep Neural Networks.

Err on the Side of Texture: Texture Bias on Real Data Shortcut Learning in Deep Neural Networks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.405398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75a241e4-7543-4a9d-a02b-e5f8a3ef7987 · outbound

This paper cites Intriguing properties of neural networks.

Err on the Side of Texture: Texture Bias on Real Data Intriguing properties of neural networks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.422659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b77dbddb-40e6-4a46-a0aa-f9a2d41a481c · outbound

This paper cites Evasion Attacks against Machine Learning at Test Time,.

Err on the Side of Texture: Texture Bias on Real Data Evasion Attacks against Machine Learning at Test Time,

Reference 12

Resolution: verified exact; doi, observed 2026-08-11T15:52:26.980564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6a0b02af-5b34-46b3-9b33-d9bdbb39857f · outbound

This paper cites Explaining and Harnessing Adversarial Examples.

Err on the Side of Texture: Texture Bias on Real Data Explaining and Harnessing Adversarial Examples

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.440555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e5882e6-3728-4095-a42d-5670b0e1ce33 · outbound

This paper cites Towards Deep Learning Models Resistant to Adversarial Attacks.

Err on the Side of Texture: Texture Bias on Real Data Towards Deep Learning Models Resistant to Adversarial Attacks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.444982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec6fb53f-f122-4aa4-9edf-d1e5bd5a6a27 · outbound

This paper cites DeepFool: a simple and accurate method to fool deep neural networks.

Err on the Side of Texture: Texture Bias on Real Data DeepFool: a simple and accurate method to fool deep neural networks

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.451693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be6d8316-915d-46b7-abcb-2b544e54077a · outbound

This paper cites The Space of Adversarial Strategies.

Err on the Side of Texture: Texture Bias on Real Data The Space of Adversarial Strategies

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:52:27.850283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 91f74a3d-40f8-47dd-bcf9-5a2b45878f17 · outbound

This paper cites Towards Evaluating the Robustness of Neural Networks.

Err on the Side of Texture: Texture Bias on Real Data Towards Evaluating the Robustness of Neural Networks

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.468603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04d96936-4dd1-4f02-aaae-cb3846c96023 · outbound

This paper cites The Limitations of Deep Learning in Adversarial Settings.

Err on the Side of Texture: Texture Bias on Real Data The Limitations of Deep Learning in Adversarial Settings

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.474789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94f28d4f-5e3b-40c1-8234-4ac7b5547a08 · outbound

This paper cites ImageNet Large Scale Visual Recognition Challenge.

Err on the Side of Texture: Texture Bias on Real Data ImageNet Large Scale Visual Recognition Challenge

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.480448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fefdb380-2ec0-4092-aea6-3e353067d4a2 · outbound

This paper cites Torchvision the machine- vision package of torch,.

Err on the Side of Texture: Texture Bias on Real Data Torchvision the machine- vision package of torch,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.485651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b955127-eb42-441c-8cd4-5daa6ade0ac9 · outbound

This paper cites Deep Residual Learning for Image Recognition.

Err on the Side of Texture: Texture Bias on Real Data Deep Residual Learning for Image Recognition

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.490658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed0c1030-afde-479c-a0f6-6a92c6df4463 · outbound

This paper cites EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks.

Err on the Side of Texture: Texture Bias on Real Data EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.495913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 594306ed-a5be-46fc-8dcb-7b8fa966c688 · outbound

This paper cites Densely Connected Convolutional Networks.

Err on the Side of Texture: Texture Bias on Real Data Densely Connected Convolutional Networks

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.501289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31fe393d-23e2-4d7a-9bfd-689051c54aa5 · outbound

This paper cites Rethinking the Inception Architecture for Computer Vision.

Err on the Side of Texture: Texture Bias on Real Data Rethinking the Inception Architecture for Computer Vision

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.506203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1185e7bf-2189-4860-8b68-38bc8acd6580 · outbound

This paper cites Evasion Attacks against Machine Learning at Test Time.

Err on the Side of Texture: Texture Bias on Real Data Evasion Attacks against Machine Learning at Test Time

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.434511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddcc4713-9ca9-4e3b-ad48-0b34037a9002 · outbound

This paper cites The Origins and Prevalence of Texture Bias in Convolutional Neural Networks.

Err on the Side of Texture: Texture Bias on Real Data The Origins and Prevalence of Texture Bias in Convolutional Neural Networks

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.518545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe9fa969-caf9-499f-993b-3977a3980de6 · outbound

This paper cites A ConvNet for the 2020s.

Err on the Side of Texture: Texture Bias on Real Data A ConvNet for the 2020s

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.512752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18fd791d-34c7-46b8-b821-54d328646a67 · outbound

This paper cites Texture Synthesis Using Convolutional Neural Networks.

Err on the Side of Texture: Texture Bias on Real Data Texture Synthesis Using Convolutional Neural Networks

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.528372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6361632f-3217-4de5-b103-5ecf4da375be · outbound

This paper cites Network Dissection: Quantifying Interpretability of Deep Visual Representations,.

Err on the Side of Texture: Texture Bias on Real Data Network Dissection: Quantifying Interpretability of Deep Visual Representations,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.523437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0eb8b3b3-1459-4d26-bc10-81e885d4dcfb · outbound

This paper cites Benchmarking Neural Network Robustness to Common Corruptions and Perturbations.

Err on the Side of Texture: Texture Bias on Real Data Benchmarking Neural Network Robustness to Common Corruptions and Perturbations

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.537998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bff59440-2147-4e75-bd1b-259e787c3781 · outbound

This paper cites Image Style Transfer Using Convolutional Neural Networks,.

Err on the Side of Texture: Texture Bias on Real Data Image Style Transfer Using Convolutional Neural Networks,

Reference 31

Resolution: verified exact; raw_fallback, observed 2026-08-11T15:52:27.597673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2092ba5e-b3fb-4de2-80cf-4b73c318b8d8 · outbound

This paper cites Shape-Texture Debiased Neural Network Training,.

Err on the Side of Texture: Texture Bias on Real Data Shape-Texture Debiased Neural Network Training,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:52:28.274082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8d6b10f3-5998-487b-917d-b21088b19e22 · outbound

This paper cites Shift from Texture-bias to Shape-bias: Edge Deformation-based Augmentation for Robust Object Recognition,.

Err on the Side of Texture: Texture Bias on Real Data Shift from Texture-bias to Shape-bias: Edge Deformation-based Augmentation for Robust Object Recognition,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.542697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a5dc4ef-778e-4e32-9b48-cfcf18488b35 · outbound

This paper cites Adversarial Machine Learning at Scale,.

Err on the Side of Texture: Texture Bias on Real Data Adversarial Machine Learning at Scale,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:52:28.245282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4754d572-cb5c-45ba-96c5-a3cbd2b471b3 · outbound

This paper cites Learning with a Strong Adversary.

Err on the Side of Texture: Texture Bias on Real Data Learning with a Strong Adversary

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.556374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccdef954-7e9c-435b-b175-bd770bcef987 · outbound

This paper cites A Neural Algorithm of Artistic Style.

Err on the Side of Texture: Texture Bias on Real Data A Neural Algorithm of Artistic Style

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.578368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3214496b-2ba9-4195-8168-8e225b2ef522 · outbound

This paper cites Deep Learning based Feature Ex- traction for Texture Classification,.

Err on the Side of Texture: Texture Bias on Real Data Deep Learning based Feature Ex- traction for Texture Classification,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:52:28.196271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 91019e4c-bc43-4e1a-8b6f-52ffebc7f0a5 · outbound

This paper cites Interpreting Adversarially Trained Convolutional Neural Networks,.

Err on the Side of Texture: Texture Bias on Real Data Interpreting Adversarially Trained Convolutional Neural Networks,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:52:28.223732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c937c8a8-ca86-408a-a666-f146cba31b83 · outbound

This paper cites Explore the Transfor- mation Space for Adversarial Images,.

Err on the Side of Texture: Texture Bias on Real Data Explore the Transfor- mation Space for Adversarial Images,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.593136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7f679b4-eb63-4416-8a3e-5171f64c9092 · outbound

This paper cites Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks.

Err on the Side of Texture: Texture Bias on Real Data Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:52:26.705744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8e79487c-0582-4ecf-913a-a72631b9ea8d · outbound

This paper cites Color encoding in biologically-inspired convolutional neural networks,.

Err on the Side of Texture: Texture Bias on Real Data Color encoding in biologically-inspired convolutional neural networks,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:52:28.169889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 84eb2037-085b-4401-be70-3a16eb5689f9 · outbound

This paper cites Universal adversarial perturbations.

Err on the Side of Texture: Texture Bias on Real Data Universal adversarial perturbations

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.604664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eb77072-e224-4f3e-918d-73528c645dd9 · outbound

This paper cites These files contain the necessary instructions, images, and the script you will run for this study.

Err on the Side of Texture: Texture Bias on Real Data These files contain the necessary instructions, images, and the script you will run for this study

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:52:28.144770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9f4389e0-ca44-4906-b48e-fad30f24bde9 · outbound

This paper cites python3 eval_packages.py package_num The script will display 100 images, one at a time in a pop-up window along with four words in the terminal.

Err on the Side of Texture: Texture Bias on Real Data python3 eval_packages.py package_num The script will display 100 images, one at a time in a pop-up window along with four words in the terminal

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:52:28.126106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7aa95d8e-6622-4fdd-82f9-398145d45cea · outbound

This paper cites Your task is to input the number corre- sponding to the texture that you believe is most prominent in the image.

Err on the Side of Texture: Texture Bias on Real Data Your task is to input the number corre- sponding to the texture that you believe is most prominent in the image

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:52:28.107129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d5ca3f70-e403-4917-be0f-1180dbf7ba07 · outbound

This paper cites an unresolved cited work.

Err on the Side of Texture: Texture Bias on Real Data Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:52:28.083175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 219a4dcb-9dfd-4b9a-9ffc-95b06d8b817a · outbound

This paper cites an unresolved cited work.

Err on the Side of Texture: Texture Bias on Real Data Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:52:28.057522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b4f2d358-8757-419c-a22f-0b5ca8066960 · outbound

This paper cites Adversarial Machine Learning at Scale.

Err on the Side of Texture: Texture Bias on Real Data Adversarial Machine Learning at Scale

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:26.567946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05e4e3b2-0280-45a3-b61c-e827ebbdac92 · outbound

This paper cites Available: http://arxiv.org/abs/1811.

Err on the Side of Texture: Texture Bias on Real Data Available: http://arxiv.org/abs/1811

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:52:28.303749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.