Paper Citation Record · LEDGER

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge

As of 19 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 1 inbound Pith citation observation for arXiv:2508.21072.

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

pith.paper-citation-record.v1
2508.21072 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:40:54.690777Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-19T21:21:04.971834Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T21:22:47.612297Z

Reference resolution

66 of 66 outbound references displayed

verified exact7
verified fuzzy37
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3ce5dc02-835f-4a89-955d-9475f4f9418f · outbound

This paper cites Digital image and video watermarking: methodologies, attacks, applications, and future directions.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Digital image and video watermarking: methodologies, attacks, applications, and future directions

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:56.335577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9b717481-4d10-45f5-a14c-b7086de5ff66 · outbound

This paper cites GPT-4 Technical Report.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.296889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c22a7a7e-520c-4655-86af-866811b576db · outbound

This paper cites Combined dwt-dct digital image watermarking.Journal of computer science, 3(9):740–746, 2007.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Combined dwt-dct digital image watermarking.Journal of computer science, 3(9):740–746, 2007

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:56.317195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ab6393d8-f64e-44de-89a7-48eab0e54207 · outbound

This paper cites Waves: Benchmarking the robustness of image watermarks.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Waves: Benchmarking the robustness of image watermarks

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:56.298540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7b21b1f0-49c6-4323-b704-11672c863626 · outbound

This paper cites Mitigating Watermark Forgery in Generative Models via Randomized Key Selection.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Mitigating Watermark Forgery in Generative Models via Randomized Key Selection

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.312582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bd846e7-e2a7-4bd6-9829-40b20a32c6d9 · outbound

This paper cites Blind image deconvolution using deep generative priors.IEEE Transactions on Computational Imaging, 6:1493–1506, 2020.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Blind image deconvolution using deep generative priors.IEEE Transactions on Computational Imaging, 6:1493–1506, 2020

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:56.282370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b360b876-27a2-47ff-be31-bc889989eb53 · outbound

This paper cites Image watermarking using dct domain constraints.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Image watermarking using dct domain constraints

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:56.263918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 148ce7d4-4602-4126-b0da-7e6012da0ba8 · outbound

This paper cites Image Watermarking of Generative Diffusion Models.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Image Watermarking of Generative Diffusion Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.329386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 646e5f38-fd0f-418f-b767-8b32c416eb65 · outbound

This paper cites Optimizing Adaptive Attacks against Watermarks for Language Models.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Optimizing Adaptive Attacks against Watermarks for Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.335560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03b6630e-24ac-486e-9ade-5312ae3efcfc · outbound

This paper cites Erasing the invisible: A stress-test challenge for image watermarks.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Erasing the invisible: A stress-test challenge for image watermarks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.341599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14c78cc1-4897-47cc-9716-c2e9ef422e90 · outbound

This paper cites Visual Watermarking in the Era of Diffusion Models: Advances and Challenges.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Visual Watermarking in the Era of Diffusion Models: Advances and Challenges

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:40:55.349102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f0948a6d-d1a2-48c6-bf2f-59b83e041bf1 · outbound

This paper cites On the Difficulty of Constructing a Robust and Publicly-Detectable Watermark.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge On the Difficulty of Constructing a Robust and Publicly-Detectable Watermark

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.353684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 637f8ee7-db07-46ca-bf7c-3401c6bd4df7 · outbound

This paper cites Creating, using, misusing, and detecting deep fakes.Journal of Online Trust and Safety, 1(4), 2022.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Creating, using, misusing, and detecting deep fakes.Journal of Online Trust and Safety, 1(4), 2022

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:56.232814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 04330989-c8ff-4d6e-8def-687ca7a549b8 · outbound

This paper cites The good, the bad and the ugly: Watermarks, transferable attacks and adversarial defenses.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge The good, the bad and the ugly: Watermarks, transferable attacks and adversarial defenses

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.365307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2feeb74a-eff4-491e-a459-cf6ef394e9e4 · outbound

This paper cites Generative adversarial networks.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Generative adversarial networks

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:56.216700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 552168a2-0b5e-48d5-a696-fb5c239694fe · outbound

This paper cites Stable diffusion prompts dataset.https://huggingface.co/datasets/ Gustavosta/Stable-Diffusion-Prompts, 2024.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Stable diffusion prompts dataset.https://huggingface.co/datasets/ Gustavosta/Stable-Diffusion-Prompts, 2024

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:56.198567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0e428ea7-4f3a-414e-b676-b3fee9254d42 · outbound

This paper cites Denoising diffusion probabilistic models.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Denoising diffusion probabilistic models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.388143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b05aec8-49a2-479b-a594-3bd2ad96017a · outbound

This paper cites Security benefits and side effects of labeling ai-generated images.arXiv preprint arXiv:2505.22845, 2025.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Security benefits and side effects of labeling ai-generated images.arXiv preprint arXiv:2505.22845, 2025

Reference 18

Resolution: verified exact; raw_fallback, observed 2026-08-05T14:40:55.211139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 759ab440-259b-4f01-8993-04e0bb8526e9 · outbound

This paper cites Digital image watermarking using deep learning: A survey.Computer Science Review, 53:100662, 2024.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Digital image watermarking using deep learning: A survey.Computer Science Review, 53:100662, 2024

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:56.160338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2869f3c6-e47b-46c6-9b88-236a47ceb6af · outbound

This paper cites Robin: Robust and invisible watermarks for diffusion models with adversarial optimization.Advances in Neural Information Processing Systems, 37:3937–3963, 2024.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Robin: Robust and invisible watermarks for diffusion models with adversarial optimization.Advances in Neural Information Processing Systems, 37:3937–3963, 2024

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:56.138962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a6c17bad-6503-4623-9099-4d14de5077f7 · outbound

This paper cites Invisible Watermarks: Attacks and Robustness.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Invisible Watermarks: Attacks and Robustness

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.411602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37ef5f00-69df-4b38-a540-728fae0bfd14 · outbound

This paper cites Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.417216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ac04f42-7c78-4514-810e-8d979751812c · outbound

This paper cites A dwt-dft composite watermarking scheme robust to both affine transform and jpeg compression.IEEE transactions on circuits and systems for video technology, 13(8):776–786, 2003.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge A dwt-dft composite watermarking scheme robust to both affine transform and jpeg compression.IEEE transactions on circuits and systems for video technology, 13(8):776–786, 2003

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:56.117101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 804f9e62-816b-45b4-b5fc-0997ce969634 · outbound

This paper cites Auto-encoding variational bayes, 2013.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Auto-encoding variational bayes, 2013

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.429717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fee94f46-48f9-4ec0-812b-2caa1b34c9e4 · outbound

This paper cites The Role of ImageNet Classes in Fr\'echet Inception Distance.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge The Role of ImageNet Classes in Fr\'echet Inception Distance

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.435610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cffe5a5d-f73f-4426-a1b5-66d94934f75c · outbound

This paper cites A Baseline Method for Removing Invisible Image Watermarks using Deep Image Prior.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge A Baseline Method for Removing Invisible Image Watermarks using Deep Image Prior

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:40:55.040805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 23fbc9cc-fc41-4986-8f8c-2bc146f48073 · outbound

This paper cites A survey of text watermarking in the era of large language models.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge A survey of text watermarking in the era of large language models

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:56.074891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7aa9df13-d970-46b3-bbee-c3b1bef97c41 · outbound

This paper cites Image Watermarks are Removable Using Controllable Regeneration from Clean Noise.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Image Watermarks are Removable Using Controllable Regeneration from Clean Noise

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.463578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5368520a-5f40-45b8-aa36-fa23a2d830f6 · outbound

This paper cites Analyzing Threats of Large-Scale Machine Learning Systems.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Analyzing Threats of Large-Scale Machine Learning Systems

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:56.055418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3b0fd4c6-ad40-40cf-af71-203b7739e33d · outbound

This paper cites In32nd USENIX Security Symposium (USENIX Security 23), pp.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge In32nd USENIX Security Symposium (USENIX Security 23), pp

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:56.037537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7a50db26-4a74-4eb4-a2c0-f3e09ad222f2 · outbound

This paper cites Leveraging optimization for adaptive attacks on image watermarks.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Leveraging optimization for adaptive attacks on image watermarks

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:56.015928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 847e48b0-60ec-469d-8334-edc0d993cde6 · outbound

This paper cites Are semantic watermarks for diffusion models resilient to layout control? InThe 1st Workshop on GenAI Watermarking.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Are semantic watermarks for diffusion models resilient to layout control? InThe 1st Workshop on GenAI Watermarking

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.994180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 064f7a99-bcc6-4ccd-accf-47c09ccd9273 · outbound

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

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.492314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85972f23-10ee-40bf-b0aa-3b52bf3eef4e · outbound

This paper cites SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.498309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bb87a25-efb7-4821-a564-146f603c4317 · outbound

This paper cites Black-box forgery attacks on semantic watermarks for diffusion models.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Black-box forgery attacks on semantic watermarks for diffusion models

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.976323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6a589f5b-b5a9-4d48-9015-06542f1e4e4b · outbound

This paper cites Diffusion Models for Adversarial Purification.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Diffusion Models for Adversarial Purification

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.510736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 955e9713-b0d6-4ba8-ae86-bbf1ee125275 · outbound

This paper cites A survey of digital image watermarking techniques.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge A survey of digital image watermarking techniques

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.957237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 075dd0d5-4c26-49c4-b4c5-ed3542c905e7 · outbound

This paper cites Single-shot retinal image enhancement using deep image priors.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Single-shot retinal image enhancement using deep image priors

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.938745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a11a2310-b451-4ea0-8617-53e85309c6c7 · outbound

This paper cites Untrained neural network priors for inverse imaging problems: A survey.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Untrained neural network priors for inverse imaging problems: A survey

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.918380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 541d188f-5871-4ab4-a046-cc788c158a38 · outbound

This paper cites An overview on digital content watermarking.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge An overview on digital content watermarking

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.899754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0344d920-bfe0-4291-98b7-ef0498f1c61d · outbound

This paper cites SoK: On the Role and Future of AIGC Watermarking in the Era of Gen-AI.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge SoK: On the Role and Future of AIGC Watermarking in the Era of Gen-AI

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.539544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f72e7d8b-918b-487b-9b40-4fc4efd9a976 · outbound

This paper cites IConMark: Robust Interpretable Concept-Based Watermark For AI Images.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge IConMark: Robust Interpretable Concept-Based Watermark For AI Images

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:40:54.913582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fa40f2ce-391d-4c3c-b5d7-d49c2e75409b · outbound

This paper cites Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.551256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ea8444c-ab9f-4acd-9ac7-bc11e95ddb9b · outbound

This paper cites U Can't Gen This? A Survey of Intellectual Property Protection Methods for Data in Generative AI.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge U Can't Gen This? A Survey of Intellectual Property Protection Methods for Data in Generative AI

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:40:54.862470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1d20d8ba-c6f1-4ce6-99d2-743ddcf4a877 · outbound

This paper cites Compressed sensing-based robust phase retrieval via deep generative priors.IEEE Sensors Journal, 21(2):2286–2298, 2020.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Compressed sensing-based robust phase retrieval via deep generative priors.IEEE Sensors Journal, 21(2):2286–2298, 2020

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.877712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 48f0f7b6-b430-4bd2-810a-ff6f492dc714 · outbound

This paper cites Deep ptych: Subsampled fourier ptychography using generative priors.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Deep ptych: Subsampled fourier ptychography using generative priors

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.857622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b4cd88ac-853c-4ed1-ab88-e85cb4d30d8c · outbound

This paper cites Adaptive ptych: Leveraging image adaptive generative priors for subsampled fourier ptychogra- phy.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Adaptive ptych: Leveraging image adaptive generative priors for subsampled fourier ptychogra- phy

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.838407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a137b06b-3797-47e9-838d-dbe91d1549a5 · outbound

This paper cites Subsampled fourier ptychography via pretrained invertible and untrained network priors.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Subsampled fourier ptychography via pretrained invertible and untrained network priors

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.817972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 639a8bd0-cd98-4cf9-a7b9-478cb902c189 · outbound

This paper cites Clip2protect: Protect- ing facial privacy using text-guided makeup via adversarial latent search.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Clip2protect: Protect- ing facial privacy using text-guided makeup via adversarial latent search

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.788492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c9f40d6a-750c-402b-83ac-972d9f0b86c8 · outbound

This paper cites Evading forensic classifiers with attribute-conditioned adversarial faces.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Evading forensic classifiers with attribute-conditioned adversarial faces

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.756393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dda84875-9978-4e5e-98bb-9131e701bd46 · outbound

This paper cites Rethinking Oversaturation in Classifier-Free Guidance via Low Frequency.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Rethinking Oversaturation in Classifier-Free Guidance via Low Frequency

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:40:54.833804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ea2ad536-42d6-466d-b162-982b775d55ef · outbound

This paper cites Stegastamp: Invisible hyperlinks in physical photographs.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Stegastamp: Invisible hyperlinks in physical photographs

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.728980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 795f29ff-062e-4521-956d-6ade4c8fb204 · outbound

This paper cites Elevating Defenses: Bridging Adversarial Training and Watermarking for Model Resilience.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Elevating Defenses: Bridging Adversarial Training and Watermarking for Model Resilience

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:40:54.796059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9e0e67b2-be4a-470e-9260-3e82db8a65e1 · outbound

This paper cites Deep image prior.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Deep image prior

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.687474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7f2f5c61-b6d7-482d-a47c-d7bf30017bbd · outbound

This paper cites Security and privacy on generative data in aigc: A survey.ACM Computing Surveys, 57(4):1–34, 2024.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Security and privacy on generative data in aigc: A survey.ACM Computing Surveys, 57(4):1–34, 2024

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.627911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f982f08-989d-4802-8ce6-000853ac6793 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.IEEE transactions on image processing, 13(4):600–612, 2004.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Image quality assessment: from error visibility to structural similarity.IEEE transactions on image processing, 13(4):600–612, 2004

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.632571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fa0885d-06b5-47d0-8659-1af7b30dae65 · outbound

This paper cites Tree-rings wa- termarks: Invisible fingerprints for diffusion images.Advances in Neural Information Processing Systems, 36, 2024.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Tree-rings wa- termarks: Invisible fingerprints for diffusion images.Advances in Neural Information Processing Systems, 36, 2024

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.624173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9bb7b3cb-1a09-4a5b-be02-d0049bd923bc · outbound

This paper cites CopyrightMeter: Revisiting Copyright Protection in Text-to-image Models.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge CopyrightMeter: Revisiting Copyright Protection in Text-to-image Models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.642489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 166f7e5d-3585-4493-82d6-03b2e46632b4 · outbound

This paper cites Can simple averaging defeat modern watermarks? Advances in Neural Information Processing Systems, 37:56644–56673, 2024.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Can simple averaging defeat modern watermarks? Advances in Neural Information Processing Systems, 37:56644–56673, 2024

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.604041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4c1f8d0d-31fa-4469-8ee2-3bef22e10c0f · outbound

This paper cites Gaussian shading: Provable performance-lossless image watermarking for diffusion models.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Gaussian shading: Provable performance-lossless image watermarking for diffusion models

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.574969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 099c1ef0-d343-4920-92dd-d7682a4bbf49 · outbound

This paper cites Protecting intellectual property of deep neural networks with watermark- ing.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Protecting intellectual property of deep neural networks with watermark- ing

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.542997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8568192e-1730-488b-9112-63b71eac218c · outbound

This paper cites Adding conditional control to text-to- image diffusion models.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Adding conditional control to text-to- image diffusion models

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.514262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6af838b1-d518-484b-9450-2403f206afc5 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge The unreasonable effectiveness of deep features as a perceptual metric

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.488911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0bc75d89-cd0c-4aa0-9ab3-c55d1d7b73e7 · outbound

This paper cites SoK: Watermarking for AI-Generated Content.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge SoK: Watermarking for AI-Generated Content

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.677157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b5a64ca-13e7-44ca-98a1-d3df17562989 · outbound

This paper cites Invisible image watermarks are provably removable using generative ai.Advances in neural information processing systems, 37:8643–8672, 2024.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Invisible image watermarks are provably removable using generative ai.Advances in neural information processing systems, 37:8643–8672, 2024

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.468502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f5524375-4c90-4032-b4b7-f818d6027c11 · outbound

This paper cites tree-ring.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge tree-ring

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:40:55.449225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation b0348a39-7a2b-4c9b-8c14-d2c7ff93c6e7 · inbound

Watermarks Attack Watermarks: Re-Watermarking as a Generic Removal Strategy cites this paper.

Watermarks Attack Watermarks: Re-Watermarking as a Generic Removal Strategy First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-19T21:22:47.616950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.