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Paper Citation Record · LEDGER

T2UE: Generating Unlearnable Examples from Text Descriptions

As of 10 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2508.03091.

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

pith.paper-citation-record.v1
2508.03091 v1

Coverage vector

measured 53 of 53 reference resolution

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measured 53 of 53 standing notices

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Reference resolution

53 of 53 outbound references displayed

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External citation measurements

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Outbound references

Observation ddba38b7-9dee-41c9-9d1a-c424728250f4 · outbound

This paper cites Large image datasets: A pyrrhic win for computer vision? In WACV, 2021.

T2UE: Generating Unlearnable Examples from Text Descriptions Large image datasets: A pyrrhic win for computer vision? In WACV, 2021

Reference 1

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Observation 2ed96b91-ddab-4159-9191-dda38d3ba10b · outbound

This paper cites Microsoft COCO Captions: Data Collection and Evaluation Server.

T2UE: Generating Unlearnable Examples from Text Descriptions Microsoft COCO Captions: Data Collection and Evaluation Server

Reference 2

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Observation 8e265c46-3620-48a8-b521-27a94a5716c2 · outbound

This paper cites An analysis of single-layer networks in unsuper- vised feature learning.

T2UE: Generating Unlearnable Examples from Text Descriptions An analysis of single-layer networks in unsuper- vised feature learning

Reference 3

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This paper cites Cubuk, Barret Zoph, Dandelion Mané, Vijay Vasudevan, and Quoc V.

T2UE: Generating Unlearnable Examples from Text Descriptions Cubuk, Barret Zoph, Dandelion Mané, Vijay Vasudevan, and Quoc V

Reference 4

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Observation 30fb5435-0ca9-4587-bf0d-767a3263454c · outbound

This paper cites Improved Regularization of Convolutional Neural Networks with Cutout.

T2UE: Generating Unlearnable Examples from Text Descriptions Improved Regularization of Convolutional Neural Networks with Cutout

Reference 5

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Observation 46bdd377-ac32-4cc5-bc20-8f69ea2725fa · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

T2UE: Generating Unlearnable Examples from Text Descriptions An image is worth 16x16 words: Transformers for image recognition at scale

Reference 6

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Observation e641cad1-1c6f-4509-9b87-9e48815bf769 · outbound

This paper cites Adversarial examples make strong poisons.

T2UE: Generating Unlearnable Examples from Text Descriptions Adversarial examples make strong poisons

Reference 7

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Observation 2e60ec41-8a99-4ae1-8148-3e227eda6874 · outbound

This paper cites Robust unlearnable exam- ples: Protecting data against adversarial learning.

T2UE: Generating Unlearnable Examples from Text Descriptions Robust unlearnable exam- ples: Protecting data against adversarial learning

Reference 8

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Observation 913b923a-3447-4926-892b-036b70b138cf · outbound

This paper cites Datacomp: In search of the next generation of multimodal datasets.

T2UE: Generating Unlearnable Examples from Text Descriptions Datacomp: In search of the next generation of multimodal datasets

Reference 9

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This paper cites ARMOR: Shielding Unlearnable Examples against Data Augmentation.

T2UE: Generating Unlearnable Examples from Text Descriptions ARMOR: Shielding Unlearnable Examples against Data Augmentation

Reference 10

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Observation 8b6f28c6-d195-4ad0-af41-b9e8be93d262 · outbound

This paper cites Medgan: An adaptive gan approach for medical image generation.

T2UE: Generating Unlearnable Examples from Text Descriptions Medgan: An adaptive gan approach for medical image generation

Reference 11

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Observation 9ed92911-faf5-4fae-82e6-ac6e8a08d454 · outbound

This paper cites Indiscriminate poisoning attacks on unsupervised contrastive learning.

T2UE: Generating Unlearnable Examples from Text Descriptions Indiscriminate poisoning attacks on unsupervised contrastive learning

Reference 12

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Observation 8426dc71-04c7-43cb-87f8-491c0668138d · outbound

This paper cites Deep residual learning for image recognition.

T2UE: Generating Unlearnable Examples from Text Descriptions Deep residual learning for image recognition

Reference 13

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T2UE: Generating Unlearnable Examples from Text Descriptions The secretive company that might end privacy as we know it

Reference 14

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This paper cites Densely con- nected convolutional networks.

T2UE: Generating Unlearnable Examples from Text Descriptions Densely con- nected convolutional networks

Reference 15

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Observation a72eb959-2e62-4bc7-9b3b-b2679a9e5f09 · outbound

This paper cites Un- learnable examples: Making personal data unexploitable.

T2UE: Generating Unlearnable Examples from Text Descriptions Un- learnable examples: Making personal data unexploitable

Reference 16

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T2UE: Generating Unlearnable Examples from Text Descriptions Unlearnable examples: Protecting open-source software from unauthorized neural code learning

Reference 17

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Observation 2ea659dc-30ee-4ae6-8bbd-7b5aca0edc28 · outbound

This paper cites Scaling up visual and vision-language representation learning with noisy text supervision.

T2UE: Generating Unlearnable Examples from Text Descriptions Scaling up visual and vision-language representation learning with noisy text supervision

Reference 18

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Observation 57453dcc-0c87-4ffa-b22b-8555215aafcf · outbound

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T2UE: Generating Unlearnable Examples from Text Descriptions Unlearnable examples for time series

Reference 19

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T2UE: Generating Unlearnable Examples from Text Descriptions Understanding black-box predictions via influence functions

Reference 20

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T2UE: Generating Unlearnable Examples from Text Descriptions Learning multiple layers of features from tiny images

Reference 21

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This paper cites Text to Image Generation with Semantic-Spatial Aware GAN.

T2UE: Generating Unlearnable Examples from Text Descriptions Text to Image Generation with Semantic-Spatial Aware GAN

Reference 22

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Observation 7e689ae8-5d55-42c0-9a76-244f78c621ec · outbound

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T2UE: Generating Unlearnable Examples from Text Descriptions Text to image generation with semantic-spatial aware gan

Reference 23

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Observation ce429918-7f34-4cf5-8c9b-4f188ca5dbb9 · outbound

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T2UE: Generating Unlearnable Examples from Text Descriptions Microsoft coco: Common objects in context

Reference 24

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This paper cites Multimodal unlearnable examples: Protecting data against multimodal contrastive learning.

T2UE: Generating Unlearnable Examples from Text Descriptions Multimodal unlearnable examples: Protecting data against multimodal contrastive learning

Reference 25

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This paper cites Stable unlearnable example: Enhancing the robustness of unlearnable examples via stable error-minimizing noise.

T2UE: Generating Unlearnable Examples from Text Descriptions Stable unlearnable example: Enhancing the robustness of unlearnable examples via stable error-minimizing noise

Reference 26

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This paper cites The data provenance initiative: A large scale audit of dataset licensing & attribution in ai.

T2UE: Generating Unlearnable Examples from Text Descriptions The data provenance initiative: A large scale audit of dataset licensing & attribution in ai

Reference 27

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This paper cites Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety.

T2UE: Generating Unlearnable Examples from Text Descriptions Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety

Reference 28

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T2UE: Generating Unlearnable Examples from Text Descriptions Conditional generative adversarial nets

Reference 29

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T2UE: Generating Unlearnable Examples from Text Descriptions Learning transferable visual models from natural language supervision

Reference 30

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T2UE: Generating Unlearnable Examples from Text Descriptions Transferable Unlearnable Examples

Reference 31

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T2UE: Generating Unlearnable Examples from Text Descriptions Cuda: Convolution-based unlearnable datasets

Reference 32

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This paper cites Autoregressive perturbations for data poisoning.

T2UE: Generating Unlearnable Examples from Text Descriptions Autoregressive perturbations for data poisoning

Reference 33

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Observation a575531d-8fbb-4bf6-a185-8f52771110dc · outbound

This paper cites What can we learn from unlearnable datasets? NeurIPS, 2023.

T2UE: Generating Unlearnable Examples from Text Descriptions What can we learn from unlearnable datasets? NeurIPS, 2023

Reference 34

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This paper cites LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs.

T2UE: Generating Unlearnable Examples from Text Descriptions LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs

Reference 35

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Observation 800b672e-36e5-4951-b5a8-0d0980043451 · outbound

This paper cites Laion- 5b: An open large-scale dataset for training next generation image-text models.NeurIPS, 2022.

T2UE: Generating Unlearnable Examples from Text Descriptions Laion- 5b: An open large-scale dataset for training next generation image-text models.NeurIPS, 2022

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:59.432466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation b8b9da5d-b7f9-45fe-8fce-13210dd2a5e0 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

T2UE: Generating Unlearnable Examples from Text Descriptions Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T04:46:59.144958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e691beee-b99e-404b-8f1f-bca6ff2738db · outbound

This paper cites Unseg: One universal unlearnable example generator is enough against all image segmentation.

T2UE: Generating Unlearnable Examples from Text Descriptions Unseg: One universal unlearnable example generator is enough against all image segmentation

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:59.425892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 91633325-191e-4ac6-94fd-f87a98a23f44 · outbound

This paper cites Going deeper with convolutions.

T2UE: Generating Unlearnable Examples from Text Descriptions Going deeper with convolutions

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:59.419369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 70944812-a6ab-4d45-9610-5eb5360ec354 · outbound

This paper cites Generating videos with scene dy- namics.

T2UE: Generating Unlearnable Examples from Text Descriptions Generating videos with scene dy- namics

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:59.413080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 426c9c0f-ea25-4639-8a9e-6017c2cb3e86 · outbound

This paper cites Provably Unlearnable Data Examples.

T2UE: Generating Unlearnable Examples from Text Descriptions Provably Unlearnable Data Examples

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T04:46:59.152481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:46:59.152481Z digest=sha256:25438ab190eb74c00f9f3fa9496e86d09deee2d49e30916a7a2ae58f786d8e54

Observation b16588cd-9222-4e0d-a364-33b95efe0e0f · outbound

This paper cites GIT: A Generative Image-to-text Transformer for Vision and Language.

T2UE: Generating Unlearnable Examples from Text Descriptions GIT: A Generative Image-to-text Transformer for Vision and Language

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T04:46:59.154460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:46:59.154460Z digest=sha256:7420f650142ae725c0f6d6b3e058c1473c5848d910f37b1fe8ba7258015b80f0

Observation 5d6096e2-56b4-4cf4-b12b-063e6d93a7f8 · outbound

This paper cites Unlearnable 3d point clouds: Class-wise transformation is all you need.

T2UE: Generating Unlearnable Examples from Text Descriptions Unlearnable 3d point clouds: Class-wise transformation is all you need

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:59.406079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation d6851079-e0c4-4035-8e5e-4aafb0a8dcf5 · outbound

This paper cites Dcgan-based data augmentation for tomato leaf disease identification.

T2UE: Generating Unlearnable Examples from Text Descriptions Dcgan-based data augmentation for tomato leaf disease identification

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:59.400062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:46:59.158683Z digest=sha256:dc218927ad9f574903b9399960774f682c834072234d819fd17d7756147b6973

Observation 554c4f37-07c9-4007-bb29-de92881a9644 · outbound

This paper cites Demystifying clip data.

T2UE: Generating Unlearnable Examples from Text Descriptions Demystifying clip data

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T04:46:59.160649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:46:59.160649Z digest=sha256:b1c60935873299b456c2bfdee061c9e136f50a2839b10033adc9bb0761de4437

Observation 5418ed38-7064-4485-8bcf-870fca2d3c68 · outbound

This paper cites Robust contrastive language-image pretraining against data poisoning and backdoor attacks.

T2UE: Generating Unlearnable Examples from Text Descriptions Robust contrastive language-image pretraining against data poisoning and backdoor attacks

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:59.389829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:46:59.162762Z digest=sha256:9cc2dcb5ae2d154a281a1b552e8bd2a0cc18a01ade5430e9afe4cb5760ee7296

Observation 13159f1b-f163-4941-a112-1c00690e8e05 · outbound

This paper cites Data poisoning attacks against multimodal encoders.

T2UE: Generating Unlearnable Examples from Text Descriptions Data poisoning attacks against multimodal encoders

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:59.382461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:46:59.165141Z digest=sha256:3ca0ff9e88f37ebbbed2f0755ed2b097f092cb6eabfb4311babb210a1e6cc437

Observation d35b5d58-3675-45d9-8701-9a2e8c71746a · outbound

This paper cites How far are we from true unlearnability? In ICLR, 2025.

T2UE: Generating Unlearnable Examples from Text Descriptions How far are we from true unlearnability? In ICLR, 2025

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:59.375503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:46:59.167155Z digest=sha256:5b40ada760837461dbd62bd71a8052c39ec1e8a9d010ce24c8de5d0746633eb7

Observation 90db0ce1-27bd-4c42-9197-5f2c93b63950 · outbound

This paper cites From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions.

T2UE: Generating Unlearnable Examples from Text Descriptions From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:59.368950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:46:59.169308Z digest=sha256:91ee58bf5b4e76a89cd1a73699b1dcc7854c2a8bf3e2700c6bf1d4a831d6c748

Observation 84d8b2b8-ec25-4703-9e4b-3fae417adca3 · outbound

This paper cites Availability attacks create shortcuts.

T2UE: Generating Unlearnable Examples from Text Descriptions Availability attacks create shortcuts

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:59.362025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:46:59.171423Z digest=sha256:fb53776d205d74320735ec0142ee0ca04e990f08f2343a208fabc2b616becb13

Observation d35a8cf9-fcd8-4c5c-b6fc-185f256f27a0 · outbound

This paper cites Stackgan: Text to photo-realistic image synthesis with stacked generative adversarial networks.

T2UE: Generating Unlearnable Examples from Text Descriptions Stackgan: Text to photo-realistic image synthesis with stacked generative adversarial networks

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:59.354511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:46:59.173317Z digest=sha256:9fa8f519647ed8f92f4b12c395b456a9b03498ecc877647497607c84bb7ba287

Observation 2f99b370-fc70-4fcb-a9c4-809d77cbebed · outbound

This paper cites mixup: Beyond Empirical Risk Minimization.

T2UE: Generating Unlearnable Examples from Text Descriptions mixup: Beyond Empirical Risk Minimization

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T04:46:59.175100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:46:59.175100Z digest=sha256:6d841c9cd23a4026c6f3b6f267c7719b74201843c0756427e4913ef82f511f11

Observation 7cdbe116-838d-4951-a516-c90aa39b23a7 · outbound

This paper cites Unlearnable clusters: Towards label-agnostic unlearnable examples.

T2UE: Generating Unlearnable Examples from Text Descriptions Unlearnable clusters: Towards label-agnostic unlearnable examples

Reference 53

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T04:46:59.348563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Pith citing papers

No inbound Pith citation observations are available.