Test-Time Curriculum for Open-Set AIGC Detection | Paper Citation Record

Observation f2035a09-5f27-4fc7-8f86-ad675f0ccb81 · outbound

This paper cites arXiv preprint arXiv:2505.14359 , year=.

Test-Time Curriculum for Open-Set AIGC Detection arXiv preprint arXiv:2505.14359 , year=

Reference 1

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Observation 38100a9e-6737-4725-a3b1-507bec9c06e6 · outbound

This paper cites Seedream 4.0: Toward Next-generation Multimodal Image Generation.

Test-Time Curriculum for Open-Set AIGC Detection Seedream 4.0: Toward Next-generation Multimodal Image Generation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.103079Z

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Observation b9e32428-4b9a-4c45-a3ee-57c8ebf4daa8 · outbound

This paper cites Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer.

Test-Time Curriculum for Open-Set AIGC Detection Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.106770Z

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Observation 672f5ac2-7fbf-45d6-8965-8288dec3b682 · outbound

This paper cites HunyuanImage 3.0 Technical Report.

Test-Time Curriculum for Open-Set AIGC Detection HunyuanImage 3.0 Technical Report

Reference 4

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Observation af7ab97f-e70a-446b-aa4c-1a7a7b0cf8e3 · outbound

This paper cites LongCat-Image Technical Report.

Test-Time Curriculum for Open-Set AIGC Detection LongCat-Image Technical Report

Reference 5

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Observation c0d6be03-aa0f-4f88-a4d4-b46b86822e71 · outbound

This paper cites arXiv preprint arXiv:2602.04705 , year=.

Test-Time Curriculum for Open-Set AIGC Detection arXiv preprint arXiv:2602.04705 , year=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.117472Z

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Observation c3fb6d9b-4b09-4858-a354-6c4273bc3d48 · outbound

This paper cites Qwen-Image Technical Report.

Test-Time Curriculum for Open-Set AIGC Detection Qwen-Image Technical Report

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.121957Z

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Observation a2a7030c-a140-496c-8fe0-f05e3efa17f7 · outbound

This paper cites Advances in neural information processing systems , volume=.

Test-Time Curriculum for Open-Set AIGC Detection Advances in neural information processing systems , volume=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.125383Z

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Observation 74f4c4f2-df14-49da-be0b-33c51359db7c · outbound

This paper cites Evaluating Prediction-Time Batch Normalization for Robustness under Covariate Shift.

Test-Time Curriculum for Open-Set AIGC Detection Evaluating Prediction-Time Batch Normalization for Robustness under Covariate Shift

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.128400Z

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Observation e8bc1eb3-bad2-4ad5-b5b5-3f3db3b5602c · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Test-Time Curriculum for Open-Set AIGC Detection Advances in Neural Information Processing Systems , volume=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.131643Z

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Observation 08acc22f-7c62-45ad-a4b4-aba27be13e68 · outbound

This paper cites DELTA: degradation-free fully test-time adaptation.

Test-Time Curriculum for Open-Set AIGC Detection DELTA: degradation-free fully test-time adaptation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.134278Z

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Observation ef4c1ff1-ada3-4f5a-8f5f-9c8d10218c6f · outbound

This paper cites Tent: Fully Test-time Adaptation by Entropy Minimization.

Test-Time Curriculum for Open-Set AIGC Detection Tent: Fully Test-time Adaptation by Entropy Minimization

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.137416Z

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Observation bb445665-f8fe-4bb1-a357-d1dc755d08a2 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Test-Time Curriculum for Open-Set AIGC Detection Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.140541Z

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Observation 69f1f8f9-8591-4b32-9e4d-6da24d20b3dd · outbound

This paper cites International conference on machine learning , pages=.

Test-Time Curriculum for Open-Set AIGC Detection International conference on machine learning , pages=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.143704Z

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Observation 070b5ce3-729e-45c7-bb21-bc025bffa0f5 · outbound

This paper cites Towards Stable Test-Time Adaptation in Dynamic Wild World.

Test-Time Curriculum for Open-Set AIGC Detection Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.146928Z

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Observation 7414ca9a-96fc-4042-a754-0421e12c3a6e · outbound

This paper cites International Journal of Computer Vision , volume=.

Test-Time Curriculum for Open-Set AIGC Detection International Journal of Computer Vision , volume=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.150058Z

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Observation 853e3d62-4f1e-4ea4-9d2b-9d80d73f52c6 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Test-Time Curriculum for Open-Set AIGC Detection Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.153313Z

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Observation 9848b81f-30be-4275-a966-af58d7d01bfe · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

Test-Time Curriculum for Open-Set AIGC Detection Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.156588Z

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Observation 6deaac91-b54c-475a-b406-63868cebf879 · outbound

This paper cites 2025 IEEE International Conference on Multimedia and Expo (ICME) , pages=.

Test-Time Curriculum for Open-Set AIGC Detection 2025 IEEE International Conference on Multimedia and Expo (ICME) , pages=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.159819Z

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Observation 13457345-0dfc-4366-a50a-c0747266e1e7 · outbound

This paper cites Advances in Engineering Technology Research , volume=.

Test-Time Curriculum for Open-Set AIGC Detection Advances in Engineering Technology Research , volume=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.162834Z

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Observation 16eb6d38-cfb9-4fe6-9901-18f088b340e1 · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

Test-Time Curriculum for Open-Set AIGC Detection Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.166276Z

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Observation ddc10bb2-e43d-49ba-aaed-2f886e25121e · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

Test-Time Curriculum for Open-Set AIGC Detection Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.169171Z

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Observation 9b77e554-9ad5-4ca5-beb8-8c9a0e7d8e64 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Test-Time Curriculum for Open-Set AIGC Detection Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.171871Z

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Observation d855c680-c8df-4a35-b1ef-1eee317c65f4 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

Test-Time Curriculum for Open-Set AIGC Detection Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:46:24.855782Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f7802d27-4135-4580-a847-573941398ade · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

Test-Time Curriculum for Open-Set AIGC Detection Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.179324Z

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Observation 744f1324-97bb-4cfd-8e61-071190c96684 · outbound

This paper cites Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.

Test-Time Curriculum for Open-Set AIGC Detection Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:46:24.836366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f14d9d12-9a24-4051-926c-fd5723231d20 · outbound

This paper cites Forty-first International Conference on Machine Learning , year=.

Test-Time Curriculum for Open-Set AIGC Detection Forty-first International Conference on Machine Learning , year=

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:46:24.826013Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 83cb7617-10f5-4336-8d84-041cc9c94fcc · outbound

This paper cites Aligned Datasets Improve Detection of Latent Diffusion-Generated Images.

Test-Time Curriculum for Open-Set AIGC Detection Aligned Datasets Improve Detection of Latent Diffusion-Generated Images

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.190152Z

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Observation 576943e4-4c60-4ead-bab1-bfb4cbff4cc9 · outbound

This paper cites A Sanity Check for AI-generated Image Detection.

Test-Time Curriculum for Open-Set AIGC Detection A Sanity Check for AI-generated Image Detection

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.193484Z

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Observation 887a5689-c531-4600-9b50-d71608a6f1cc · outbound

This paper cites PatchCraft: Exploring Texture Patch for Efficient AI-generated Image Detection.

Test-Time Curriculum for Open-Set AIGC Detection PatchCraft: Exploring Texture Patch for Efficient AI-generated Image Detection

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.197403Z

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Observation cc67a9b8-c81c-49a8-b598-b356bf67e02c · outbound

This paper cites Detecting GAN-generated Imagery using Color Cues.

Test-Time Curriculum for Open-Set AIGC Detection Detecting GAN-generated Imagery using Color Cues

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.201271Z

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Observation 0822453f-1280-47fe-a922-7797454f9ed0 · outbound

This paper cites for now , author=.

Test-Time Curriculum for Open-Set AIGC Detection for now , author=

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.204689Z

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Observation 1cb66880-0426-4a51-865e-04e85b9c0378 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

Test-Time Curriculum for Open-Set AIGC Detection Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:46:24.809408Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8ecc9b19-13a7-4680-a519-d0b09b2e221e · outbound

This paper cites 2019 IEEE international conference on image processing (ICIP) , pages=.

Test-Time Curriculum for Open-Set AIGC Detection 2019 IEEE international conference on image processing (ICIP) , pages=

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:46:24.798166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f42a03d8-f4e1-4122-a351-1b1bcb7e6574 · outbound

This paper cites TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation.

Test-Time Curriculum for Open-Set AIGC Detection TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.214647Z

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Observation 0fe69abe-39aa-4461-8d29-f88e3f69cbb7 · outbound

This paper cites Test-Time Adaptation for Unsupervised Combinatorial Optimization.

Test-Time Curriculum for Open-Set AIGC Detection Test-Time Adaptation for Unsupervised Combinatorial Optimization

Reference 36

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T00:46:24.194151Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8fe98b7b-4bbb-4084-ba6e-e575b6a58e4c · outbound

This paper cites an unresolved cited work.

Test-Time Curriculum for Open-Set AIGC Detection Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:46:24.786206Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 71ef5b97-3406-4a87-a851-e78e71aadd27 · outbound

This paper cites Detecting GAN generated Fake Images using Co-occurrence Matrices.

Test-Time Curriculum for Open-Set AIGC Detection Detecting GAN generated Fake Images using Co-occurrence Matrices

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.224321Z

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Observation 7dfb583e-59eb-4dca-9e52-3bf15a779c82 · outbound

This paper cites Advances in neural information processing systems , volume=.

Test-Time Curriculum for Open-Set AIGC Detection Advances in neural information processing systems , volume=

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.227861Z

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Observation 9e9f0ea0-a636-4a90-a049-856866d998ab · outbound

This paper cites an unresolved cited work.

Test-Time Curriculum for Open-Set AIGC Detection Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:46:24.769134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 02ff9c2c-0ad7-4a16-a828-cdeb1cb7b5d9 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Test-Time Curriculum for Open-Set AIGC Detection Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.233873Z

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Observation af6ab82f-054f-4086-9472-9718a02e00a4 · outbound

This paper cites A Single Simple Patch is All You Need for AI-generated Image Detection.

Test-Time Curriculum for Open-Set AIGC Detection A Single Simple Patch is All You Need for AI-generated Image Detection

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.237522Z

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Observation dd79772e-a6f1-49b9-be89-a2e07a99f95b · outbound

This paper cites Proceedings of the Computer Vision and Pattern Recognition Conference , pages=.

Test-Time Curriculum for Open-Set AIGC Detection Proceedings of the Computer Vision and Pattern Recognition Conference , pages=

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:46:24.752381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6eca45fe-d822-43cb-aac1-5694cdbdb4c6 · outbound

This paper cites Proceedings of the 32nd ACM International Conference on Multimedia , pages=.

Test-Time Curriculum for Open-Set AIGC Detection Proceedings of the 32nd ACM International Conference on Multimedia , pages=

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:46:24.740769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d7bf08b3-0717-4506-a75d-edb55192149c · outbound

This paper cites European Conference on Computer Vision , pages=.

Test-Time Curriculum for Open-Set AIGC Detection European Conference on Computer Vision , pages=

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:46:24.730319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f03b804f-ef37-4bab-a90e-d2eea986c2bf · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Test-Time Curriculum for Open-Set AIGC Detection Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.250885Z

Source-reported events for the cited work

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Observation 92bd4af2-1056-4da4-88ec-357fbe89d836 · outbound

This paper cites International conference on machine learning , pages=.

Test-Time Curriculum for Open-Set AIGC Detection International conference on machine learning , pages=

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.253909Z

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Observation 76fac17b-f478-4c5d-ad69-6da9907a7533 · outbound

This paper cites IEEE transactions on pattern analysis and machine intelligence , volume=.

Test-Time Curriculum for Open-Set AIGC Detection IEEE transactions on pattern analysis and machine intelligence , volume=

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:46:24.708162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e593fe49-5f96-490f-9da3-b08716c42adc · outbound

This paper cites Journal of the Royal Statistical Society Series B: Statistical Methodology , volume=.

Test-Time Curriculum for Open-Set AIGC Detection Journal of the Royal Statistical Society Series B: Statistical Methodology , volume=

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.261245Z

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Observation 255dbdc5-8432-4778-8dfd-f047b1d1b60e · outbound

This paper cites Acm sigir forum , volume=.

Test-Time Curriculum for Open-Set AIGC Detection Acm sigir forum , volume=

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:46:24.690050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e6026cbd-d319-4007-98bd-ecaeb6e8b1cf · outbound

This paper cites Advances in neural information processing systems , volume=.

Test-Time Curriculum for Open-Set AIGC Detection Advances in neural information processing systems , volume=

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.268200Z

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Observation c73c04bc-50fe-420d-9443-32935f41c80f · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Test-Time Curriculum for Open-Set AIGC Detection Advances in Neural Information Processing Systems , volume=

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:46:24.671969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8adb236d-7e90-42bc-8090-cf02e8f2bfaa · outbound

This paper cites 2005 , publisher=.

Test-Time Curriculum for Open-Set AIGC Detection 2005 , publisher=

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:46:24.660546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 340fddc4-3e56-40b4-ba47-7a95710b3bf7 · outbound

This paper cites Neurocomputing , volume=.

Test-Time Curriculum for Open-Set AIGC Detection Neurocomputing , volume=

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.278940Z

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Observation fcf76b67-4ecf-4c64-bd5b-7eda179160f6 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

Test-Time Curriculum for Open-Set AIGC Detection Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.282553Z

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Observation 4faff59e-dea1-4743-b69f-c794432b9827 · outbound

This paper cites arXiv preprint arXiv:2504.01396 , year=.

Test-Time Curriculum for Open-Set AIGC Detection arXiv preprint arXiv:2504.01396 , year=

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.286266Z

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Observation af88f975-10d1-4ca5-b445-6c34f30cad9f · outbound

This paper cites 2014 , publisher=.

Test-Time Curriculum for Open-Set AIGC Detection 2014 , publisher=

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.289854Z

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Observation 84848e9e-d7f7-40f9-b8cf-5f63de8c7fd2 · outbound

This paper cites Advances in neural information processing systems , volume=.

Test-Time Curriculum for Open-Set AIGC Detection Advances in neural information processing systems , volume=

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.293275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dabee9aa-9819-4467-9e28-3cdc4e97fb39 · outbound

This paper cites International conference on machine learning , pages=.

Test-Time Curriculum for Open-Set AIGC Detection International conference on machine learning , pages=

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.296239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bf52ed6-da9e-4612-9241-207a16c530dc · outbound

This paper cites Electronics , volume=.

Test-Time Curriculum for Open-Set AIGC Detection Electronics , volume=

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:46:24.619805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation aedc8555-0931-491f-8168-3d6f1918b5dc · outbound

This paper cites Proceedings of the IEEE conference on computer vision and pattern recognition , pages=.

Test-Time Curriculum for Open-Set AIGC Detection Proceedings of the IEEE conference on computer vision and pattern recognition , pages=

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.302906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff12f574-1e02-4999-9467-bd67e94ff52f · outbound

This paper cites Proceedings of the IEEE conference on computer vision and pattern recognition , pages=.

Test-Time Curriculum for Open-Set AIGC Detection Proceedings of the IEEE conference on computer vision and pattern recognition , pages=

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.305892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42b58fa2-3d09-472e-8636-1f1d8e688792 · outbound

This paper cites Qwen3-VL Technical Report.

Test-Time Curriculum for Open-Set AIGC Detection Qwen3-VL Technical Report

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.309584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90fe1cd4-c0c2-41af-b327-e3b5700120f1 · outbound

This paper cites Advances in neural information processing systems , volume=.

Test-Time Curriculum for Open-Set AIGC Detection Advances in neural information processing systems , volume=

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.313049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21346245-c528-44ab-b0c1-afaab2f3252a · outbound

This paper cites International conference on machine learning , pages=.

Test-Time Curriculum for Open-Set AIGC Detection International conference on machine learning , pages=

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.315996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95e12b7b-76c3-48dd-8411-a6cc1acfaff9 · outbound

This paper cites Proceedings of the European conference on computer vision (ECCV) , pages=.

Test-Time Curriculum for Open-Set AIGC Detection Proceedings of the European conference on computer vision (ECCV) , pages=

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.319467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64e2b6b2-f704-483b-8bb9-af4778488656 · outbound

This paper cites Active Learning for Convolutional Neural Networks: A Core-Set Approach.

Test-Time Curriculum for Open-Set AIGC Detection Active Learning for Convolutional Neural Networks: A Core-Set Approach

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.322547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffb94896-47cf-46ae-935e-44699471160f · outbound

This paper cites International conference on machine learning , pages=.

Test-Time Curriculum for Open-Set AIGC Detection International conference on machine learning , pages=

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.325771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1f898e5-30c6-47cd-9228-20be453563e1 · outbound

This paper cites Cosmos 3: Omnimodal World Models for Physical AI.

Test-Time Curriculum for Open-Set AIGC Detection Cosmos 3: Omnimodal World Models for Physical AI

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.328864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6093a41-f3d3-48a0-b14d-0518de88e7e8 · outbound

This paper cites OmniGen2: Towards Instruction-Aligned Multimodal Generation.

Test-Time Curriculum for Open-Set AIGC Detection OmniGen2: Towards Instruction-Aligned Multimodal Generation

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.332226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cbb03c2-804e-43c6-96bc-03936f7f091a · outbound

This paper cites HiDream-O1-Image: A Natively Unified Image Generative Foundation Model with Pixel-level Unified Transformer.

Test-Time Curriculum for Open-Set AIGC Detection HiDream-O1-Image: A Natively Unified Image Generative Foundation Model with Pixel-level Unified Transformer

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.336119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d74a6e2-0343-4150-a5f2-213031a8a0d0 · outbound

This paper cites OpenUni: A Simple Baseline for Unified Multimodal Understanding and Generation.

Test-Time Curriculum for Open-Set AIGC Detection OpenUni: A Simple Baseline for Unified Multimodal Understanding and Generation

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.340701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e62c5389-ab40-48ff-9691-66130701ca19 · outbound

This paper cites arXiv preprint arXiv:2511.06876 , year=.

Test-Time Curriculum for Open-Set AIGC Detection arXiv preprint arXiv:2511.06876 , year=

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.344125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c9b3547-f1db-4f90-bfa9-1cbfe0a30156 · outbound

This paper cites 2025 , eprint=.

Test-Time Curriculum for Open-Set AIGC Detection 2025 , eprint=

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:46:24.575429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 69dac6c3-2f86-4a65-b221-61bc809f5a6d · outbound

This paper cites Proceedings of the Computer Vision and Pattern Recognition Conference , pages=.

Test-Time Curriculum for Open-Set AIGC Detection Proceedings of the Computer Vision and Pattern Recognition Conference , pages=

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:46:24.565288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8fb3046e-4eaa-410b-b6e9-ea97a2478f47 · outbound

This paper cites arXiv preprint , year=.

Test-Time Curriculum for Open-Set AIGC Detection arXiv preprint , year=

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:46:24.553136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a27a9140-1c75-4da7-9989-3970b0ce881d · outbound

This paper cites Emerging Properties in Unified Multimodal Pretraining.

Test-Time Curriculum for Open-Set AIGC Detection Emerging Properties in Unified Multimodal Pretraining

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.359145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c520b25-e837-495a-8fa0-5dbb1766daa4 · outbound

This paper cites European Conference on Computer Vision , pages=.

Test-Time Curriculum for Open-Set AIGC Detection European Conference on Computer Vision , pages=

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.362995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e27f037-7914-4d2c-a53f-54979f04784a · outbound

This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.

Test-Time Curriculum for Open-Set AIGC Detection Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.366086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b14dd86f-6476-48f1-84d5-dde4711ab332 · outbound

This paper cites BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset.

Test-Time Curriculum for Open-Set AIGC Detection BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.370226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19710b25-c861-41f1-8bd3-a61d1f08cec8 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Test-Time Curriculum for Open-Set AIGC Detection Advances in Neural Information Processing Systems , volume=

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:46:24.535930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8dfe353e-debc-41c6-af32-6b826d026ab7 · outbound

This paper cites arXiv preprint arXiv:2508.05606 , year=.

Test-Time Curriculum for Open-Set AIGC Detection arXiv preprint arXiv:2508.05606 , year=

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.377660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb2b6037-aa12-4534-bfc6-02c751ce6228 · outbound

This paper cites Uni-Edit: Intelligent Editing Is A General Task For Unified Model Tuning.

Test-Time Curriculum for Open-Set AIGC Detection Uni-Edit: Intelligent Editing Is A General Task For Unified Model Tuning

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.380909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21ec4f14-3bc0-4c65-89fa-f8a76171e5b3 · outbound

This paper cites Emu3.5: Native Multimodal Models are World Learners.

Test-Time Curriculum for Open-Set AIGC Detection Emu3.5: Native Multimodal Models are World Learners

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.384170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dfb8bda-45ff-4be0-aff2-ee2ec95134d3 · outbound

This paper cites arXiv preprint arXiv:2603.09877 , year=.

Test-Time Curriculum for Open-Set AIGC Detection arXiv preprint arXiv:2603.09877 , year=

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.387966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41f4f84f-c0c1-44e0-98aa-21e71494b8aa · outbound

This paper cites arXiv preprint arXiv:2603.12793 , year=.

Test-Time Curriculum for Open-Set AIGC Detection arXiv preprint arXiv:2603.12793 , year=

Reference 86

Resolution: verified exact; raw_fallback, observed 2026-08-05T00:46:23.753207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fe706563-22e1-421a-8e13-0e87da2f340d · outbound

This paper cites 2026 , eprint =.

Test-Time Curriculum for Open-Set AIGC Detection 2026 , eprint =

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:46:24.525414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 80c5222b-ca4d-421e-8d7b-84de36464a96 · outbound

This paper cites arXiv preprint arXiv:2512.13752 , year=.

Test-Time Curriculum for Open-Set AIGC Detection arXiv preprint arXiv:2512.13752 , year=

Reference 88

Resolution: verified exact; raw_fallback, observed 2026-08-05T00:46:23.680616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9c36cb51-4298-4aa8-a074-74637840f394 · outbound

This paper cites arXiv preprint arXiv:2604.02097 , year=.

Test-Time Curriculum for Open-Set AIGC Detection arXiv preprint arXiv:2604.02097 , year=

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.401203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f084a70-7f7e-4ae1-a6d8-016f16535990 · outbound

This paper cites SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture.

Test-Time Curriculum for Open-Set AIGC Detection SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.404430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b237a904-4288-4072-9ac0-7e928688d94b · outbound

This paper cites ERNIE-Image Technical Report.

Test-Time Curriculum for Open-Set AIGC Detection ERNIE-Image Technical Report

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.408149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers