Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T05:23:40.197045Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 3 inbound Pith citation observations for arXiv:2412.17671.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T05:23:40.197045Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T04:21:37.892889Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T11:21:00.848903Z
58 of 58 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 168dc670-b37d-4186-907d-4ba95f357e87 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Parents and Children: Distinguishing Multimodal Deep- Fakes from Natural Images
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9e79f3fa-1939-4f79-97ac-9a546252dd60 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Synthbuster: Towards detection of diffu- sion model generated images
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7302417d-b7e0-43c2-be19-8a2087d2f42b · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 353df5c7-4837-479d-ab80-0536a573ef7b · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Identi- fying and Mitigating the Security Risks of Generative AI
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0846a9c3-5096-4752-81b3-b7979fc4a8f6 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection A possible pit- fall in the experimental analysis of tampering detection algo- rithms
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e235856a-4560-4bb2-ae6c-873cc7b9415d · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Real-Time Deepfake Detection in the Real-World
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b242778-d01a-4400-9c57-8d584307880e · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection FakeInversion: Learning to Detect Images from Un- seen Text-to-Image Models by Inverting Stable Diffusion
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation cecdc5e3-cd79-4e18-b81f-0adb0902bbd5 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06e7bd4f-63d8-473d-8402-f796bbf0283a · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Intriguing properties of syn- thetic images: from generative adversarial networks to dif- fusion models
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f5e494f4-3fa6-4e04-80bc-9aa25cc47ad3 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection On the de- tection of synthetic images generated by diffusion models
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b64a67b5-ccaf-4b5b-ac48-60a0e98d8980 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Raising the Bar of AI-generated Image Detection with CLIP
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7102b601-ac34-41bb-bc93-1300547d5883 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection RAISE: a raw images dataset for dig- ital image forensics
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0e966f9f-c9c0-4e08-ab3d-e99e49f2fe07 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Vision Transformers Need Registers
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fae6b9c0-2e6b-42e2-b950-c6084866149a · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection CASIA Image Tam- pering Detection Evaluation Database
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 49cc26d8-bde1-4039-a399-dffcde493d10 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Watch your up-convolution: CNN based Generative Deep Neural Networks are failing to reproduce spectral distributions
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5c362eb4-7b48-478a-88e1-d738946686e7 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Fourier spectrum discrepancies in deep network generated images
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6213da8f-b8a1-4247-9445-24597f00929d · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Art and the science of generative AI
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ab9aacaa-290d-47f1-a335-63517243ab49 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Are GAN generated images easy to detect? A critical analysis of the state-of-the- art
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 310af797-9bc0-478b-8755-85ef4347e7c3 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 51f15730-f556-471a-9d76-45909946751c · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection FingerprintNet: Synthesized Fin- gerprints for Generated Image Detection
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3a2b83cc-040f-45e7-aba0-a7d2a4807634 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Evolution of Detection Performance throughout the Online Lifespan of Synthetic Images
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 58c9853c-4380-42d9-983d-7fb8dc320656 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Leveraging Representations from Intermediate Encoder-blocks for Syn- thetic Image Detection
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 45358065-c242-47d7-91bd-1f08a2a86a68 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Faster Than Lies: Real-time Deepfake Detection using Binary Neural Networks
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 59877ff0-02db-4868-b744-ea673510a0aa · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Autoregressive Image Generation without Vec- tor Quantization
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a2e47794-e1d1-410d-8009-97f4c084be31 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection MaskSim: Detection of Syn- thetic Images by Masked Spectrum Similarity Analysis
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation aeccd8df-902b-4d43-ac48-c17305986356 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82b6ec83-fced-4a13-a943-90142758b6be · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Hierarchical Text-Conditional Image Generation with CLIP Latents
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 994e7407-7815-4b0d-8f6b-d5d715c49165 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Lawrence Zitnick
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f0a9800-5032-4136-b468-449d83c736ef · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a2de3f2a-0832-4e5e-b3fd-ec7261049170 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection A Decade’s Battle on Dataset Bias: Are We There Yet? In ICLR, 2025
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation acb6d877-436e-433a-a82a-657c40ba18fd · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection When Synthetic Traces Hide Real Content: Analysis of Stable Dif- fusion Image Laundering
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 983b2d9e-9567-4552-97bd-eda3d09d356c · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Do GANs Leave Artificial Fingerprints? In MIPR, pages 506–511, 2019
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6a9c4782-e06b-41ab-b60e-e660c438340c · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Towards uni- versal fake image detectors that generalize across generative models
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9507f210-7694-4a25-9149-e7d2a56bc1bd · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection DINOv2: Learning Robust Visual Features without Supervi- sion
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a2cbbf4d-219a-4190-9fe5-140e9da2436c · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Obtaining Well Calibrated Probabilities Using Bayesian Binning
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ae8da6ec-73f6-456c-9839-22acd8c3f3b2 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Evaluating Predictive Uncertainty Challenge
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 15f06695-224c-4fd7-bbde-01cf2a9c45d4 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Learning Transferable Visual Models From Natural Language Super- vision
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation dce6098a-1d87-4dc6-bce4-df0095c44bff · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Aligned Datasets Improve Detection of Latent Diffusion-Generated Images
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe20e0dc-47a1-4ed7-b940-e127879fee55 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Stable Diffu- sion
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 87600c04-c3b4-4757-b2f1-78308926f649 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection DE- FAKE: Detection and Attribution of Fake Images Gener- ated by Text-to-Image Generation Models
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 610268ae-253e-43db-bdce-9e131d8df863 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Learning on Gradients: Generalized Arti- facts Representation for GAN-Generated Images Detection
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2618025b-41af-4f2e-b937-30f59ba6320c · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Rethinking the Up-Sampling Operations in CNN-based Generative Network for Generalizable Deepfake Detection
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 06bc4048-4029-4c2c-9cac-647eca99752f · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2948feb-1ec2-4e73-a79c-6c0b98997d2e · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Synthetic Image Verification in the Era of Generative AI: What Works and What Isn’t There Yet
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d329984a-53d1-466c-a6d3-e591c4bb30dc · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 99f3775e-ac04-4d4f-a497-ad88b6f4bd15 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection CNN-generated images are sur- prisingly easy to spot
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ddd7566d-f687-4868-baf2-0027c4c8d15d · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection DIRE for diffusion-generated image detection
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d7cdb038-a0f0-4bc4-b483-a0cdf5374f93 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection A Sanity Check for AI- generated Image Detection
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7fbcc67f-c38f-4099-a393-8fdb206add01 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Diffusion Probabilistic Model Made Slim
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 266b5a07-d079-4a4c-bbc0-2267d3a8de6f · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Attributing Fake Images to GANs: Learning and Analyzing GAN Finger- prints
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0348c676-bd36-42fe-8304-0d5e1599704c · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Randomized Autoregressive Visual Generation
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d3e74ce-12ce-408b-aacd-074a47e414e3 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection CutMix: Regu- larization strategy to train strong classifiers with localizable features
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b15c1e94-ac54-418b-b5a6-bb8172890b79 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Sigmoid loss for language image pre-training
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68a8c8cd-d2a5-4a74-ab6d-96965e7b4218 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Multimodal Image Synthesis and Editing: The Generative AI Era
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 249f12bc-4eed-41e4-8b33-32cd571a01fc · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Dauphin, and David Lopez-Paz
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9781916e-b102-4dbd-9dc9-0d3494483270 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Detecting and Simulating Artifacts in GAN Fake Images
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3170256f-7341-471e-ae9e-0b42bdc22706 · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 91b42534-5718-46f8-81f5-4955e96f33ae · outbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection Unresolved cited work
Reference 2020
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f11f4e79-cba8-4b88-b417-90bf20530acd · inbound
Combating Pattern and Content Bias: Adversarial Feature Learning for Generalized AI-Generated Image Detection A Bias-Free Training Paradigm for More General AI-generated Image Detection
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 778cf27f-896c-4433-81a3-fbf938295abf · inbound
Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System A Bias-Free Training Paradigm for More General AI-generated Image Detection
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 704480b3-8f78-40bd-8cae-35cd2afdbc81 · inbound
V-FIND: Revealing the Intrinsic Forgery Knowledge Encoded in Video Forgery Detectors A Bias-Free Training Paradigm for More General AI-generated Image Detection
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.