Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T21:07:50.316971Z
Paper Citation Record · LEDGER
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection
As of 7 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2508.09475.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
64 of 64 outbound references displayed
- verified exact0
- verified fuzzy2
- unresolved62
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 69df3c1d-551f-4c17-b378-9e58d89efcae · outbound
This paper cites Large Scale GAN Training for High Fidelity Natural Image Synthesis.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Large Scale GAN Training for High Fidelity Natural Image Synthesis
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:44.487446Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20c5b290-7029-45fe-9db1-f96e1b7d828d · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:51.231423Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a31f30b6-7e34-4a25-b196-780e15f77c1c · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:51.217319Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fe7d0482-beed-4038-a692-c353ac1e418f · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:51.201918Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c6287bb2-1527-4d1d-9a08-f7f356479f29 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:51.187480Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8f4948e0-e9d1-4371-97fb-badd64f85fc5 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:51.172729Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ffe826cc-e64c-4fad-9895-8b233c0c730b · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:45.083313Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebf1e32f-c638-4240-aaab-8e9e8f85b396 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:45.184079Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33dac3ac-b83b-4d28-8e87-699d111e97de · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:51.136934Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5fd87799-d224-4719-aa95-d7003e891413 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:45.305516Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f28aa51e-c7cd-48e5-bacc-a526e40261a5 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:51.112236Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0ca53ecf-3358-4da9-a517-5a46f96a0b3c · outbound
This paper cites J.; Pouget-Abadie, J.; Mirza, M.; Xu, B.; Warde-Farley, D.; Ozair, S.; Courville, A.; and Bengio, Y.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection J.; Pouget-Abadie, J.; Mirza, M.; Xu, B.; Warde-Farley, D.; Ozair, S.; Courville, A.; and Bengio, Y
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:45.509117Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9ab68bf-3a25-4c36-b77c-c0c827c533e9 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:51.086697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a4eed56f-7f98-49e2-8d90-eacb22b6ebda · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:51.071497Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 62be13f0-2992-435b-a604-a708a7229993 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:45.804074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e9ec59f-ae84-4e74-b4cc-b2d3b9feacdf · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:45.858453Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aae087a3-5f87-4237-a80a-dda65830d2f3 · outbound
This paper cites Progressive Growing of GANs for Improved Quality, Stability, and Variation.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Progressive Growing of GANs for Improved Quality, Stability, and Variation
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:45.947083Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9257fc5-45f9-4761-92bb-1f3906de130c · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:46.049110Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe503706-041f-4d3f-bdb4-c8a251ac49bc · outbound
This paper cites Adam: A Method for Stochastic Optimization.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Adam: A Method for Stochastic Optimization
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:46.172158Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fecf414-f7cb-4b7b-93f6-a572a5e64f33 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:51.024394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b716110f-3ecb-45e4-bb09-178c5b20a76e · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:51.008779Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation af4d1ab6-71b1-4ba6-8657-854d87e4739d · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:46.510237Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23f51327-7a2a-4a9c-971a-790f043661a0 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.982574Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 88187254-89a7-48dc-9d58-128593f88ccc · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.968230Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 95e3afc6-c5bd-44ed-b925-f5fc971a1798 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.952934Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 22abfa17-60f8-428b-9e1f-0e13c5c8a984 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.937450Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a6055a90-6b0b-4575-a86a-ae13c42e891e · outbound
This paper cites IML-ViT: Benchmarking Image Manipulation Localization by Vision Transformer.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection IML-ViT: Benchmarking Image Manipulation Localization by Vision Transformer
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:47.053437Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9757fda9-9140-4cef-9de5-90d439e240e4 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.922175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6a9a5a26-b3c4-4f1b-8648-dbf9c491307c · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.904428Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9739bf74-98ba-49fa-8375-347c04696317 · outbound
This paper cites GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:47.404908Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ab3d0b2-6ae6-4320-a32a-3d973c348c77 · outbound
This paper cites Q.; and Dhariwal, P.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Q.; and Dhariwal, P
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:07:50.889583Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a205ddd1-52b9-4bcf-8a77-b8df785fd162 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.874913Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7fd57dc2-4e24-435f-9336-629923992ab0 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.860449Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation cac490cb-eec6-4564-874b-b582eae7cb05 · outbound
This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:47.878541Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5412f81a-d7bf-46b0-99f3-53853922ffe5 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.846162Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 627a1510-5e77-45d5-bbc6-fd149fa07add · outbound
This paper cites W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:47.975189Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a621a75-55ba-4277-a678-1c750a77996e · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:48.020594Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9b1c2e8-b7bb-4339-9304-900e780068dd · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.812967Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b59c6b75-fcfc-4ddc-93d6-b73e86d66ba1 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.799157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0caeb896-f8a3-4ac0-9e8e-3b147de3314a · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.785586Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9bd6b7bb-e7d1-4f01-b219-413c9a07b4f6 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:48.318412Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6389aabf-12d2-4600-970a-6631c87b406e · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.759471Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation be31996e-3f84-4c2b-a535-bece9c3dab48 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.746376Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ff81ab12-9dd3-4cbd-a843-3f82acfd4d9e · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.731437Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a470c0af-4ac1-466b-9b49-a47320f7d720 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.717667Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 28bc2495-8eb1-473e-b8fd-211071d963c7 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.702155Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9011f52e-9e73-420b-8665-477314d303d5 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.686737Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a9b19508-35af-46bc-83d4-d347aa61351b · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.673043Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0bff7ad3-2348-46ff-8f69-367a6da13ee0 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.657661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 56660b6d-11ae-430b-a103-fef4aa1599e9 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.642625Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation de8c9e98-5f3e-4f46-bdb7-48370e7225c7 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.627572Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 96864cc3-3cf7-4bdc-b08a-1ea2c1001ac6 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.611935Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation be23f9dd-8f18-4b2a-91c1-2196efa71db7 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.597574Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e4bd0a50-8af4-48ee-8896-1e0c2e05786a · outbound
This paper cites Few-Shot Learner Generalizes Across AI-Generated Image Detection.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Few-Shot Learner Generalizes Across AI-Generated Image Detection
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:49.378649Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f204ce01-ccd2-411e-a72f-17fc20bb2847 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.583470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 256ca28e-fcec-4344-ae71-46c64676547e · outbound
This paper cites A Sanity Check for AI-generated Image Detection.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection A Sanity Check for AI-generated Image Detection
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:49.675008Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57181793-ce32-42ba-9bd4-7f19a68e45a5 · outbound
This paper cites Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:49.811585Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c65c66e3-5991-4d36-b217-c8dd8c43cd72 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.569642Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 78347af8-7e93-4b06-97e8-2779a3ccde8e · outbound
This paper cites Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:50.093156Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d70bda9-180d-4350-8e07-ea30ca79efc3 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:07:50.555891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b8426d41-0822-4555-bc6b-667be267f847 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:50.188189Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20b66a65-ad34-42a7-9e00-a75d7cca65d9 · outbound
This paper cites an unresolved cited work.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection Unresolved cited work
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:50.263835Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87603973-caf4-4149-ae08-b0c632670afc · outbound
This paper cites , " * write output.state after.block = add.period write newline.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection , " * write output.state after.block = add.period write newline
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:07:50.268460Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad997319-5051-4859-8090-26e52003374d · outbound
This paper cites write newline.
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection write newline
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:07:50.511642Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
No inbound Pith citation observations are available.