Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:32:48.651115Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 0 inbound Pith citation observations for arXiv:2505.21742.
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 2026-08-07T13:32:48.651115Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
71 of 71 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation be71c18a-64ed-4e44-8008-026f6ac5746f · outbound
What is Adversarial Training for Diffusion Models? Solving inverse problems with score-based generative priors learned from noisy data
Reference 1
Source-reported events for the cited work
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Observation 212dd91c-1cf5-4de8-9b10-ab864549f0e3 · outbound
What is Adversarial Training for Diffusion Models? Extracting training data from diffusion models
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e28f4bf5-cad8-4701-8592-67146e1cf56f · outbound
What is Adversarial Training for Diffusion Models? (certified!!) adversarial robustness for free! InICLR, 2023
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6878de3e-fefd-419f-ac75-b35a83c01ea5 · outbound
What is Adversarial Training for Diffusion Models? Perception prioritized training of diffusion models
Reference 4
Source-reported events for the cited work
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Observation f82b856a-21b5-42ce-b47f-097881b6d157 · outbound
What is Adversarial Training for Diffusion Models? Certified adversarial robustness via randomized smoothing
Reference 5
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fb2df8f2-27e0-4581-b6ff-2b15e480b488 · outbound
What is Adversarial Training for Diffusion Models? A high-quality robust diffusion framework for corrupted dataset
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ce52572b-68df-4547-804a-b452a3655090 · outbound
What is Adversarial Training for Diffusion Models? How much is a noisy image worth? data scaling laws for ambient diffusion.arXiv e-prints, pages arXiv–2411, 2024
Reference 7
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Observation f02b31f9-37ba-4a53-85db-6ff6c8cd775e · outbound
What is Adversarial Training for Diffusion Models? Soft diffusion: Score matching with general corruptions.TMLR, 2024
Reference 8
Source-reported events for the cited work
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Observation e1ac3c66-0a5e-4ec8-94c9-f839e16a09e7 · outbound
What is Adversarial Training for Diffusion Models? Consistent diffusion meets tweedie: Training exact ambient diffusion models with noisy data
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b5dc5f1e-d180-4edf-ad3c-ef23154cff88 · outbound
What is Adversarial Training for Diffusion Models? Ambient diffusion: Learning clean distributions from corrupted data
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6ea6326e-a208-420b-850d-912f9c66c958 · outbound
What is Adversarial Training for Diffusion Models? Diffusion models beat gans on image synthesis
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3961b074-69b1-4c68-ab7a-77f737d8020a · outbound
What is Adversarial Training for Diffusion Models? Explaining and harnessing adversarial examples
Reference 12
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 64f0d88d-227c-4e17-9e2e-02b56a9885aa · outbound
What is Adversarial Training for Diffusion Models? Generative adversarial networks.Communications of the ACM, 63(11): 139–144, 2020
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a17173ef-8ca7-4d21-9cae-6a81be5acd02 · outbound
What is Adversarial Training for Diffusion Models? Gans trained by a two time-scale update rule converge to a local nash equilibrium
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0d93ebe-fd60-4efd-a9af-af3e792e2303 · outbound
What is Adversarial Training for Diffusion Models? Denoising diffusion probabilistic models
Reference 15
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Observation 67379c4b-3422-4a7f-aaac-e0b2db5d6d74 · outbound
What is Adversarial Training for Diffusion Models? Adversarial examples are not bugs, they are features
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7afa5068-0702-467c-bb5e-d770168efe5d · outbound
What is Adversarial Training for Diffusion Models? Measuring forgetting of memorized training examples
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2492fee6-307a-4cbb-a3ba-933327bebc28 · outbound
What is Adversarial Training for Diffusion Models? Elucidating the design space of diffusion-based generative models
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8df67601-8613-4126-ad83-11d8a3651e46 · outbound
What is Adversarial Training for Diffusion Models? Analyzing and improving the training dynamics of diffusion models
Reference 19
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Unavailable: canonical work link unavailable.
Observation 7ef37455-f4ff-4fc2-b913-b6332ccb61d1 · outbound
What is Adversarial Training for Diffusion Models? Gsure-based diffusion model training with corrupted data.TMLR, 2024
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ad5b6d01-de2a-4e0f-a77f-3b52fe92c781 · outbound
What is Adversarial Training for Diffusion Models? Learning multiple layers of features from tiny images
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1055881a-c2e8-436d-b4ff-90691ed93b26 · outbound
What is Adversarial Training for Diffusion Models? Goodfellow, and Samy Bengio
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ab532e0a-acb2-479f-b9fb-a0cfe21cd592 · outbound
What is Adversarial Training for Diffusion Models? ADBM: Adversarial diffusion bridge model for reliable adversarial purification
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8c497927-4d2b-4117-8407-4754761e7e17 · outbound
What is Adversarial Training for Diffusion Models? Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65ed769e-6785-4ada-b1e6-b09d63a9b5dd · outbound
What is Adversarial Training for Diffusion Models? Mist: Towards Improved Adversarial Examples for Diffusion Models
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bb464b4-f4db-4325-ae1f-005018d983a0 · outbound
What is Adversarial Training for Diffusion Models? Adversarial example does good: preventing painting imitation from diffusion models via adversarial examples
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation af3e6548-7601-466a-8e15-9b4b3b14c7a5 · outbound
What is Adversarial Training for Diffusion Models? Adversarial training on purification (ATop): Advancing both robustness and generalization
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e56f86c6-8b30-4c2d-9d21-1ca26385c2c5 · outbound
What is Adversarial Training for Diffusion Models? Towards understanding the robustness of diffusion-based purification: A stochastic perspective
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5cc54261-78ff-43cc-b294-cfb4ef3e2320 · outbound
What is Adversarial Training for Diffusion Models? Deep learning face attributes in the wild
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1dd1831-ad18-423b-8a6f-31cb7ae82732 · outbound
What is Adversarial Training for Diffusion Models? Towards deep learning models resistant to adversarial attacks
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e1871a6-634a-4cf1-8ddc-ca011764c389 · outbound
What is Adversarial Training for Diffusion Models? Unsupervised Learning with Stein's Unbiased Risk Estimator
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 509ad66d-a2e2-48b8-b5f1-b5d1082590da · outbound
What is Adversarial Training for Diffusion Models? Explicit tradeoffs between adversarial and natural distributional robustness
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3be3d780-c247-4801-a91a-7047d886cc5e · outbound
What is Adversarial Training for Diffusion Models? A comprehensive study of image classifica- tion model sensitivity to foregrounds, backgrounds, and visual attributes
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 54a62691-7755-4cca-af4c-85d8561051ee · outbound
What is Adversarial Training for Diffusion Models? Shedding more light on robust classifiers under the lens of energy-based models
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 35decd81-2817-4ad0-917a-21139a524509 · outbound
What is Adversarial Training for Diffusion Models? Spurious features everywhere-large-scale detection of harmful spurious features in imagenet
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 09a24073-0f0f-4489-a651-1baae66fba8d · outbound
What is Adversarial Training for Diffusion Models? Adversarial Attacks, Regression, and Numerical Stability Regular- ization
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 41d69b29-e2d9-40fe-b607-58d6c610cfa0 · outbound
What is Adversarial Training for Diffusion Models? Improved denoising diffusion probabilistic models
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 655addf0-1b26-4d5e-96ce-d868fb05ec39 · outbound
What is Adversarial Training for Diffusion Models? Diffusion models for adversarial purification
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 13114796-db8f-4fb3-b234-8229d1f5b2fb · outbound
What is Adversarial Training for Diffusion Models? Dinov2: Learning robust visual features without supervision.TMLR, 2023
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 29b93541-4bb8-4b13-97e6-75686be4f87e · outbound
What is Adversarial Training for Diffusion Models? Sdxl: Improving latent diffusion models for high-resolution image synthesis
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a0cc6ade-b5f0-4dbd-8ac3-395034d1e0e5 · outbound
What is Adversarial Training for Diffusion Models? High-resolution image synthesis with latent diffusion models
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2912690-160f-4b2e-b869-3e4e621d84bf · outbound
What is Adversarial Training for Diffusion Models? Improved techniques for training gans
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 20ce1444-6edb-46e0-9495-a0f507015491 · outbound
What is Adversarial Training for Diffusion Models? Do adversarially robust imagenet models transfer better? InNeurIPS, 2020
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 237de537-0a19-4da4-8d01-5fa91abad5dc · outbound
What is Adversarial Training for Diffusion Models? Denoised smoothing: A provable defense for pretrained classifiers.NeurIPS, 2020
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7c481ecb-a24d-4494-abc7-a6f7ad1d71bd · outbound
What is Adversarial Training for Diffusion Models? Adversarial diffusion distillation
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42a440ca-d6d7-4671-a652-76132aa3cf57 · outbound
What is Adversarial Training for Diffusion Models? Adversarial training for free! InNeurIPS, 2019
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2ea9679d-5868-4a99-8ab6-d07fa19f1f04 · outbound
What is Adversarial Training for Diffusion Models? Salient imagenet: How to discover spurious features in deep learning? In ICLR, 2022
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f779106c-423f-488d-a0f4-9b9eabcbf24c · outbound
What is Adversarial Training for Diffusion Models? Diffusion art or digital forgery? investigating data replication in diffusion models
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 68e90a0e-fe4d-4b1a-94fe-5654cb02251a · outbound
What is Adversarial Training for Diffusion Models? Denoising diffusion implicit models
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91122531-7f5d-4864-a16b-08651f6a8a5c · outbound
What is Adversarial Training for Diffusion Models? Mimicdiffusion: Purifying adversarial perturbation via mimicking clean diffusion model
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5e337232-b27b-44e6-acbc-b208f6c2bd15 · outbound
What is Adversarial Training for Diffusion Models? Generative modeling by estimating gradients of the data distribution
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0604c29-6ece-42f4-bba0-bc53f924bc05 · outbound
What is Adversarial Training for Diffusion Models? Pixeldefend: Leveraging generative models to understand and defend against adversarial examples
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a49d51e5-f019-4ba9-95ec-dbc5d917f095 · outbound
What is Adversarial Training for Diffusion Models? Score-based generative modeling through stochastic differential equations
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e698fa5-a988-47fe-998a-21e87e7417eb · outbound
What is Adversarial Training for Diffusion Models? Consistency models
Reference 54
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Observation 48e24e86-c482-4329-83ad-bf64c4c26978 · outbound
What is Adversarial Training for Diffusion Models? Venkatesh Babu
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cec47b22-7b48-45aa-920d-a7baa64a9e0f · outbound
What is Adversarial Training for Diffusion Models? Towards efficient and effective adversarial training.NeurIPS, 2021
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4bb9b2d8-27a3-4f6e-b70a-c96360b56c92 · outbound
What is Adversarial Training for Diffusion Models? UNSURE: self-supervised learning with Unknown Noise level and Stein's Unbiased Risk Estimate
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21171bf2-606e-4b68-b36e-92cc1c509760 · outbound
What is Adversarial Training for Diffusion Models? A comprehensive survey on poisoning attacks and counter- measures in machine learning.ACM Computing Surveys, 55(8):1–35, 2022
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e6298ab5-9259-41d9-8f6b-94181b6eda1b · outbound
What is Adversarial Training for Diffusion Models? Improving out-of-distribution generalization by adversarial training with structured priors.NeurIPS, 2022
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e1869214-e170-436b-9ac5-ef42d4a4646f · outbound
What is Adversarial Training for Diffusion Models? Improving adversarial robustness requires revisiting misclassified examples
Reference 60
Source-reported events for the cited work
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Observation 5c9ae043-1bc1-409b-aa26-592d029b4bbf · outbound
What is Adversarial Training for Diffusion Models? Better diffusion models further improve adversarial training
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7869d8ea-fd45-4c01-a72f-78d8ea0ea841 · outbound
What is Adversarial Training for Diffusion Models? Fast is better than free: Revisiting adversarial training
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 12573fee-9605-469a-9dd6-525625f6e748 · outbound
What is Adversarial Training for Diffusion Models? DDM$^2$: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67a3333c-48f1-4c6d-a873-129f9e7688b8 · outbound
What is Adversarial Training for Diffusion Models? Structure-guided adversarial training of diffusion models
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 95492150-8ad7-4455-bdc3-fcd89ed428df · outbound
What is Adversarial Training for Diffusion Models? Spurious correlations in machine learning: A survey.arXiv preprint arXiv:2402.12715, 2024
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07d000ec-6393-4e0f-a1f9-4d807b257e09 · outbound
What is Adversarial Training for Diffusion Models? LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f22b55a0-d79d-43f6-9c76-47afc2d668e0 · outbound
What is Adversarial Training for Diffusion Models? A causal view on robustness of neural networks
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 87624f71-c3b9-4e51-867f-8d48e8877805 · outbound
What is Adversarial Training for Diffusion Models? Xing, Laurent El Ghaoui, and Michael I
Reference 68
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Observation 12e71a50-f96a-478b-80f3-65bdc204c6e8 · outbound
What is Adversarial Training for Diffusion Models? Adversarial robustness through the lens of causality
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 539a904a-334f-4326-b2d4-c3c93283b620 · outbound
What is Adversarial Training for Diffusion Models? Rethinking generative mode coverage: A pointwise guaranteed approach
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7fa45e0d-e02f-49c6-a744-ec3ffe340ef8 · outbound
What is Adversarial Training for Diffusion Models? Towards understanding the generative capability of adversarially robust classifiers
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.