Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-16T21:42:24.098676Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2512.13592.
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 2026-05-16T21:42:24.098676Z
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
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c0f9678d-eddd-4a48-b839-6103f645be57 · outbound
Image Diffusion Preview with Consistency Solver Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs
Reference 1
Source-reported events for the cited work
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Observation 2c665744-2e57-490b-bf40-ad9c280e0144 · outbound
Image Diffusion Preview with Consistency Solver Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models
Reference 2
Source-reported events for the cited work
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Observation 1d11973c-d21c-48ed-8434-5f6b7959f85d · outbound
Image Diffusion Preview with Consistency Solver Training Diffusion Models with Reinforcement Learning
Reference 3
Source-reported events for the cited work
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Observation c4bcacb4-fdd0-4935-8199-4a2e84f15499 · outbound
Image Diffusion Preview with Consistency Solver John Wiley & Sons
Reference 4
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 b97a217b-bdbe-43a6-bf0d-7ca7c3569456 · outbound
Image Diffusion Preview with Consistency Solver On the Trajectory Regularity of ODE-based Diffusion Sampling
Reference 5
Source-reported events for the cited work
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Observation a2b19f05-d85e-49b5-b1be-9f49b2ff8432 · outbound
Image Diffusion Preview with Consistency Solver Diffusion models beat gans on image synthesis.NeurIPS
Reference 6
Source-reported events for the cited work
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Observation b19ce770-197a-4406-896e-f067c804b317 · outbound
Image Diffusion Preview with Consistency Solver Genie: Higher-order denoising diffusion solvers
Reference 7
Source-reported events for the cited work
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Observation 9a95757f-7988-4315-9698-f93aab884bd3 · outbound
Image Diffusion Preview with Consistency Solver Unified Autoregressive Visual Generation and Understanding with Continuous Tokens
Reference 8
Source-reported events for the cited work
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Observation 8420f412-8cb1-416e-a82e-f1410cb85154 · outbound
Image Diffusion Preview with Consistency Solver Re- inforcement learning for fine-tuning text-to-image diffusion models
Reference 9
Source-reported events for the cited work
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Observation 4498ba76-7741-4a62-9cbd-08731f8d16b2 · outbound
Image Diffusion Preview with Consistency Solver Geneval: An object-focused framework for evaluating text- to-image alignment
Reference 10
Source-reported events for the cited work
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Observation 4d4f53f0-f4aa-4af1-a099-85a2a8554c64 · outbound
Image Diffusion Preview with Consistency Solver Generative adversarial nets
Reference 11
Source-reported events for the cited work
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Observation 48c6a958-a61a-4cda-86ea-d2acd28ced2a · outbound
Image Diffusion Preview with Consistency Solver Nørsett, and Gerhard Wanner.Solv- ing Ordinary Differential Equations I: Nonstiff Problems
Reference 12
Source-reported events for the cited work
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Observation 922520f7-52e6-4965-80fd-fa1aef497496 · outbound
Image Diffusion Preview with Consistency Solver GANs trained by a two time-scale update rule converge to a local Nash equi- librium
Reference 13
Source-reported events for the cited work
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Observation 9b871934-fb41-4a99-a4e1-5eb66c20a425 · outbound
Image Diffusion Preview with Consistency Solver Denoising diffu- sion probabilistic models
Reference 14
Source-reported events for the cited work
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Observation 838a29ac-29ed-4dac-add3-e9192cd74b5c · outbound
Image Diffusion Preview with Consistency Solver Elucidating the design space of diffusion-based generative models
Reference 15
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 61c0bd63-0c80-4315-907b-2b1b9087f5a0 · outbound
Image Diffusion Preview with Consistency Solver Distilling ode solvers of diffusion models into smaller steps
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 9473d040-c343-4de0-a1ba-cf647e213b4a · outbound
Image Diffusion Preview with Consistency Solver Auto-Encoding Variational Bayes
Reference 17
Source-reported events for the cited work
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Observation 7c34fd43-d4d9-40fb-b806-ca0907fbf870 · outbound
Image Diffusion Preview with Consistency Solver FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space
Reference 18
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 a41da459-3e69-49a8-b605-72b45e142c7e · outbound
Image Diffusion Preview with Consistency Solver Autoregressive image generation without vec- tor quantization
Reference 19
Source-reported events for the cited work
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Observation 5dbfeab3-23f4-4704-9446-35d3bdb5c8ca · outbound
Image Diffusion Preview with Consistency Solver ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models
Reference 20
Source-reported events for the cited work
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Observation 73065341-d88c-4741-821f-f779207e9b4d · outbound
Image Diffusion Preview with Consistency Solver Microsoft coco: Common objects in context
Reference 21
Source-reported events for the cited work
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Observation 6f6a537b-41d3-4c9c-b082-505857bda622 · outbound
Image Diffusion Preview with Consistency Solver Pseudo numerical methods for diffusion models on manifolds
Reference 22
Source-reported events for the cited work
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Observation 33e3f7c6-772a-4038-8a4a-f326d57378ea · outbound
Image Diffusion Preview with Consistency Solver Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps
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 d9060969-e49d-4784-9b28-8d795393afed · outbound
Image Diffusion Preview with Consistency Solver DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models
Reference 24
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 499ee6ff-f462-4383-8d78-7f200356e627 · outbound
Image Diffusion Preview with Consistency Solver Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference
Reference 25
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 9f76da59-d8d7-414f-84c0-542f1e2f6046 · outbound
Image Diffusion Preview with Consistency Solver Diff-instruct: A universal approach for transferring knowledge from pre-trained diffu- sion models
Reference 26
Source-reported events for the cited work
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Observation ef2c43ed-39db-4f1c-a1ad-9ac788208733 · outbound
Image Diffusion Preview with Consistency Solver Improved denoising diffusion probabilistic models
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 126f1c54-8411-41e4-91ef-a9eb60ad37f4 · outbound
Image Diffusion Preview with Consistency Solver DINOv2: Learning Robust Visual Features without Supervision
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 a1d58ff8-ea77-4198-a72c-3c4b20eaa6b7 · outbound
Image Diffusion Preview with Consistency Solver SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
Reference 29
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 2e61cf04-d386-49ba-b870-48eea6ff9232 · outbound
Image Diffusion Preview with Consistency Solver Learning transferable visual models from natural language supervision.ICML
Reference 30
Source-reported events for the cited work
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Observation f0c96cb1-e673-42f2-9e0f-deca2cf9a5c4 · outbound
Image Diffusion Preview with Consistency Solver High-resolution image syn- thesis with latent diffusion models
Reference 31
Source-reported events for the cited work
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Observation 1b075a71-914e-4028-930f-9ec04c80c112 · outbound
Image Diffusion Preview with Consistency Solver Pearson, 3rd edition
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 eff37508-7c4c-4d51-a5d9-b2c8b101925a · outbound
Image Diffusion Preview with Consistency Solver Laion-5b: An open large-scale dataset for training next generation image-text models
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 1f5e61ca-15d2-4195-9f70-3a7ad586eb22 · outbound
Image Diffusion Preview with Consistency Solver Proximal Policy Optimization Algorithms
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 15de21db-4b3c-4cd5-a910-b59d00b36acd · outbound
Image Diffusion Preview with Consistency Solver DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
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 5a0ef9d3-b07f-407a-bd60-591383ea0d4c · outbound
Image Diffusion Preview with Consistency Solver Denois- ing diffusion implicit models
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 e788a26a-ce32-4d70-a1d4-345eff20a33a · outbound
Image Diffusion Preview with Consistency Solver Generative modeling by es- timating gradients of the data distribution
Reference 37
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 98bd363e-7048-45ce-bbf0-78802a2234d3 · outbound
Image Diffusion Preview with Consistency Solver Kingma, Ab- hishek Kumar, Stefano Ermon, and Ben Poole
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 e7d60734-8eac-408c-b342-277047499038 · outbound
Image Diffusion Preview with Consistency Solver Consistency models
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 a03fd16e-497e-4e2f-90d6-8677621412a7 · outbound
Image Diffusion Preview with Consistency Solver Reinforcement learning: An introduction
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 de4057ac-95a9-432e-88f9-46ae2bd64bb8 · outbound
Image Diffusion Preview with Consistency Solver Rethinking the inception architec- ture for computer vision
Reference 41
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 824e78b0-bc7a-43e6-9da0-f361250854d5 · outbound
Image Diffusion Preview with Consistency Solver Phased consistency models
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 555f8fbd-96c5-4a1d-9800-5b102bca5a7e · outbound
Image Diffusion Preview with Consistency Solver Rectified diffusion: Straightness is not your need in rectified flow
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 149a97c0-6400-48ba-9dfc-03e25bb0f531 · outbound
Image Diffusion Preview with Consistency Solver Learning fast samplers for diffusion models by differentiating through sample quality
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 7cf3c2be-a69c-46ee-b4f5-2ed8cd9d4ded · outbound
Image Diffusion Preview with Consistency Solver Editscore: Unlocking online rl for image editing via high-fidelity reward modeling
Reference 45
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 7f9cb151-b37c-4e37-8926-942259746017 · outbound
Image Diffusion Preview with Consistency Solver Editreward: A human- aligned reward model for instruction-guided image editing
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 1b04204e-718a-4802-ab64-faa81d73ef6c · outbound
Image Diffusion Preview with Consistency Solver Alvarez, and Ping Luo
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 12753e6d-e008-474c-b969-bc78ef3e1810 · outbound
Image Diffusion Preview with Consistency Solver Depth any- thing v2
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 3eae76d0-29d3-4cb7-87f1-0ba964f7c1d4 · outbound
Image Diffusion Preview with Consistency Solver Improved distribution matching distillation for fast image synthesis
Reference 49
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 56dcb1de-1c95-486d-894e-d58d9686b156 · outbound
Image Diffusion Preview with Consistency Solver Fast sampling of diffu- sion models with exponential integrator
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 df5b9aa4-3111-46b0-a1ae-0018e5261cf1 · outbound
Image Diffusion Preview with Consistency Solver UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models
Reference 51
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 367ddf9e-dc57-4c8e-b333-4f52e6479b5a · outbound
Image Diffusion Preview with Consistency Solver Score identity distillation: Exponentially fast distillation of pretrained diffusion models for one-step generation
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 685d7d86-e27c-4b3f-a341-05693bcfff5f · outbound
Image Diffusion Preview with Consistency Solver A realistic photo of an astronaut on Mars wearing a white spacesuit with a giant yellow inflatable duck ring around the waist
Reference 53
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.