Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-15T15:30:45.053146Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2603.06165.
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 2026-05-15T15:30:45.053146Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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
54 of 54 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d456a0c6-1b1c-4fea-9e96-76747aea1bfd · outbound
Reflective Flow Sampling Enhancement High- resolution image synthesis with latent diffusion models
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6bb2e4f3-0f0a-459d-bcd6-a7137f38fde4 · outbound
Reflective Flow Sampling Enhancement Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fe1ef081-81ed-4f58-bb0f-02d94592c9e7 · outbound
Reflective Flow Sampling Enhancement Flux.1 lite: Distilling flux1.dev for efficient text-to- image generation
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2359eba9-aa84-46e9-8833-150aa29de8d4 · outbound
Reflective Flow Sampling Enhancement Scaling Rectified Flow Transformers for High-Resolution Image Synthesis
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 61ca7c64-740d-4c8d-9224-f01e362ec591 · outbound
Reflective Flow Sampling Enhancement Diffusion models: A comprehensive survey of methods and applications
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1e8e442e-077d-4bda-acc1-c4c805035bdb · outbound
Reflective Flow Sampling Enhancement Flow Matching for Generative Modeling
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ec2747e5-4946-4e23-b9a9-1588da0246a2 · outbound
Reflective Flow Sampling Enhancement Denoising diffusion probabilistic models
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 98ebe7f0-e7a8-4a49-a6e6-6acda6104acd · outbound
Reflective Flow Sampling Enhancement Golden Noise for Diffusion Models: A Learning Framework
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 46622fa4-4236-42c5-857a-a22f7957057d · outbound
Reflective Flow Sampling Enhancement A General Framework for Inference-time Scaling and Steering of Diffusion Models
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 94161167-5b83-41a7-b124-3f009d2391c5 · outbound
Reflective Flow Sampling Enhancement Classifier-Free Diffusion Guidance
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1569f9a1-26ff-4ad5-a353-da9e2141908c · outbound
Reflective Flow Sampling Enhancement Zigzag diffusion sampling: Diffusion models can self-improve via self-reflection
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1bbdbaf6-d938-4efc-86d9-f4f158dcf40d · outbound
Reflective Flow Sampling Enhancement Guidance matters: Rethinking the evaluation pitfall for text-to-image generation
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 036e0615-3510-4008-b0f0-4e944d759b8f · outbound
Reflective Flow Sampling Enhancement CoRe^2: Collect, Reflect and Refine to Generate Better and Faster
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 860afc27-0dee-4192-acd9-b4d74a43d8cb · outbound
Reflective Flow Sampling Enhancement Denoising diffusion implicit models
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 378cf7ea-e692-42b2-8336-0cac1f486f5d · outbound
Reflective Flow Sampling Enhancement CFG-Zero*: Improved Classifier-Free Guidance for Flow Matching Models
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5ec4afe1-26e7-4ea6-a2a4-7450d7f88949 · outbound
Reflective Flow Sampling Enhancement On distillation of guided diffusion models
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5d7c11a5-3a0b-4801-a413-ec730eac9224 · outbound
Reflective Flow Sampling Enhancement The Silent Assistant: NoiseQuery as Implicit Guidance for Goal-Driven Image Generation
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation dea1f57f-fdc7-4611-a13a-993b6d2b6029 · outbound
Reflective Flow Sampling Enhancement Synthetic Shifts to Initial Seed Vector Exposes the Brittle Nature of Latent-Based Diffusion Models
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation aa7e3838-a494-47fc-ac65-823996fa5c98 · outbound
Reflective Flow Sampling Enhancement Weak-to-Strong Diffusion with Reflection
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 92ec2d87-80c8-4e91-ac2e-5b45b74513aa · outbound
Reflective Flow Sampling Enhancement Pixelcnn++: Improving the pixelcnn with discretized logistic mixture likelihood and other modifications
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 08e3554b-1144-44ed-abaf-468f4d41d713 · outbound
Reflective Flow Sampling Enhancement Generative pretraining from pixels
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 674f5b5c-f8ea-4406-859d-da912e9819d6 · outbound
Reflective Flow Sampling Enhancement Generative adversarial nets
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7495d590-3c27-4250-868a-2ec843863045 · outbound
Reflective Flow Sampling Enhancement Conditional Generative Adversarial Nets
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5647cbc3-bef6-4757-b8bd-3061bd73d61d · outbound
Reflective Flow Sampling Enhancement Classifier-free diffusion guidance
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9628cddd-deab-4a4c-987f-4f4142aa83ea · outbound
Reflective Flow Sampling Enhancement Snapfusion: Text-to-image diffusion model on mobile devices within two seconds
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6c2ae53c-d290-4505-a87b-c20b8571f53e · outbound
Reflective Flow Sampling Enhancement Guided Flows for Generative Modeling and Decision Making
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0c0299d9-fe00-42cb-8c35-744cba8cd7ee · outbound
Reflective Flow Sampling Enhancement Generative modeling by estimating gradients of the data distribution
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0bf5be61-0def-4f5d-a137-4c679e04f4e9 · outbound
Reflective Flow Sampling Enhancement Human preference score v2: A solid benchmark for evaluating human preferences of text-to-image synthesis
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c89f9f9d-5738-4250-ae59-4d300b12c32e · outbound
Reflective Flow Sampling Enhancement Applying guidance in a limited interval improves sample and distribution quality in diffusion models
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6c1abd9b-b804-48ec-84b3-782ee4b3ea8d · outbound
Reflective Flow Sampling Enhancement Cfg++: Manifold-constrained classifier free guidance for diffusion models
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 55a198b7-e61f-4f1c-bee4-9f0d34ebb1b4 · outbound
Reflective Flow Sampling Enhancement CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation adb729fc-1690-4494-8c75-42583c77c11b · outbound
Reflective Flow Sampling Enhancement Pick-a-pic: An open dataset of user preferences for text-to-image generation
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4da34a19-26cb-46aa-8313-7d1767a1db37 · outbound
Reflective Flow Sampling Enhancement Photorealistic text-to-image diffusion models with deep language understanding
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f920bd97-eed9-466e-a621-1e22b3f34286 · outbound
Reflective Flow Sampling Enhancement GenEval: An Object-Focused Framework for Evaluating Text-to-Image Alignment
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2fe1eaac-35f9-43b8-af49-96657a931936 · outbound
Reflective Flow Sampling Enhancement T2i-compbench: A comprehensive benchmark for open-world compositional text-to-image generation
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0d7a0b29-5535-4847-8bdd-c46ef55f5103 · outbound
Reflective Flow Sampling Enhancement ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 61b805ae-a084-43c0-a1cc-85027d47fd2a · outbound
Reflective Flow Sampling Enhancement FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 879dad59-2b76-41ce-8e41-1b4372ac678a · outbound
Reflective Flow Sampling Enhancement Imagereward: Learning and evaluating human preferences for text-to- image generation
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 71560a2f-b6c1-4d00-9198-f79299870d04 · outbound
Reflective Flow Sampling Enhancement Improved aesthetic predictor
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 57a80c44-fd26-4f08-b984-e8ffd04db121 · outbound
Reflective Flow Sampling Enhancement Wan: Open and Advanced Large-Scale Video Generative Models
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7c4c6d4d-972f-4f84-b21b-c3e3e4fc7156 · outbound
Reflective Flow Sampling Enhancement Svdquant: Absorbing outliers by low-rank components for 4-bit diffusion models
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 41e2d247-7f41-42cb-9fae-23d4ed4734ce · outbound
Reflective Flow Sampling Enhancement Imagenet large scale visual recognition challenge
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cddc8368-5352-45e0-8fb2-f0fc3547d237 · outbound
Reflective Flow Sampling Enhancement Bag of design choices for inference of high-resolution masked generative transformer
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 67ae4d6f-148e-4521-b18c-5743fe7fe898 · outbound
Reflective Flow Sampling Enhancement Bag of Design Choices for Inference of High-Resolution Masked Generative Transformer
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 40a3b8b4-134f-4234-b340-f0a07c9c98f5 · outbound
Reflective Flow Sampling Enhancement Gans trained by a two time-scale update rule converge to a local nash equilibrium
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 39b93dda-6fd7-4615-bc65-9486f00b7b16 · outbound
Reflective Flow Sampling Enhancement Microsoft coco: Common objects in context
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1329580c-df08-48f6-8cbe-39dbdb064cc1 · outbound
Reflective Flow Sampling Enhancement Learning transferable visual models from natural language supervision
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6906b9d0-517f-43b2-8876-c08d5b126b3a · outbound
Reflective Flow Sampling Enhancement Improved techniques for training gans
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0eb62f35-f3b3-4559-beac-9b7b240b48c9 · outbound
Reflective Flow Sampling Enhancement Scaling Instruction-Finetuned Language Models
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bd65e343-9341-4c63-85c2-ddc943d979a0 · outbound
Reflective Flow Sampling Enhancement Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1ee752aa-2194-44dd-8c99-2e4cf14f1578 · outbound
Reflective Flow Sampling Enhancement Scalable diffusion models with transformers
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 51d0f9f2-d139-4e3d-a516-f786c1dc99d3 · outbound
Reflective Flow Sampling Enhancement CLIPScore: A Reference-free Evaluation Metric for Image Captioning
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ee3fa9ca-32e4-4bdd-9523-cdedbfb4443b · outbound
Reflective Flow Sampling Enhancement Score-based generative modeling through stochastic differential equations
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 530f4ff4-fe80-4927-bfb7-84ea7669369c · outbound
Reflective Flow Sampling Enhancement Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
No inbound Pith citation observations are available.