Paper Citation Record · LEDGER

Dynamic Search for Inference-Time Alignment in Diffusion Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2503.02039.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2503.02039 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:49:45.033445Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T13:48:21.278885Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4fe65299-b808-49a6-ba12-363b28db44d6 · inbound

Scaling Image and Video Generation via Test-Time Evolutionary Search cites this paper.

Scaling Image and Video Generation via Test-Time Evolutionary Search Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:45.033445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 535df10b-43a8-4d3e-afd6-35257bf5828b · inbound

Personalized Constitutionally-Aligned Agentic Superego: Secure AI Behavior Aligned to Diverse Human Values cites this paper.

Personalized Constitutionally-Aligned Agentic Superego: Secure AI Behavior Aligned to Diverse Human Values Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:07.253673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fd82774-1a66-49c1-aa00-7072a1e38085 · inbound

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations cites this paper.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T22:59:14.002865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6afdc24-f42c-4919-ba32-9f8996d2aa66 · inbound

Diffusion Tree Sampling: Scalable inference-time alignment of diffusion models cites this paper.

Diffusion Tree Sampling: Scalable inference-time alignment of diffusion models Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T22:59:48.031999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7185962-3826-4a7a-9874-bff04008e4fb · inbound

Inference-Time Search Using Side Information for Diffusion-Based Image Reconstruction cites this paper.

Inference-Time Search Using Side Information for Diffusion-Based Image Reconstruction Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T12:43:41.171349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3a4feaf-3b41-4248-9a9e-486697ab688b · inbound

Test-Time Alignment of Text-to-Image Diffusion Models via Null-Text Embedding Optimisation cites this paper.

Test-Time Alignment of Text-to-Image Diffusion Models via Null-Text Embedding Optimisation Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T20:11:26.587982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fdbedc2-aa24-436f-949a-c7fb0690eaaa · inbound

Iterative Inference-time Scaling with Adaptive Frequency Steering for Image Super-Resolution cites this paper.

Iterative Inference-time Scaling with Adaptive Frequency Steering for Image Super-Resolution Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-16T19:31:12.640166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4dc4f8b8-8e4a-430f-a3a8-399c124038d8 · inbound

Superbunched random fiber laser cites this paper.

Superbunched random fiber laser Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-13T20:31:07.902275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b08d543c-4aad-464c-914e-7dea2de415e1 · inbound

VASR: Variance-Aware Systematic Resampling for Reward-Guided Diffusion cites this paper.

VASR: Variance-Aware Systematic Resampling for Reward-Guided Diffusion Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:26:00.328269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6c30daf6-bc49-4bc7-810d-627ffb9d6876 · inbound

VASR: Variance-Aware Systematic Resampling for Reward-Guided Diffusion cites this paper.

VASR: Variance-Aware Systematic Resampling for Reward-Guided Diffusion Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:52:06.601102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f1a95f46-265b-4c77-a951-3305eb94f96b · inbound

Slowly Annealed Langevin Dynamics: Theory and Applications to Training-Free Guided Generation cites this paper.

Slowly Annealed Langevin Dynamics: Theory and Applications to Training-Free Guided Generation Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-11T02:55:53.121464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7f97fb07-f863-4618-8ea5-dde62cbc98d1 · inbound

NoiseRater: Meta-Learned Noise Valuation for Diffusion Model Training cites this paper.

NoiseRater: Meta-Learned Noise Valuation for Diffusion Model Training Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-12T01:46:13.850716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3adf9c57-d328-4f14-aca5-29c9c77687e3 · inbound

Flow-Direct: Feedback-Efficient and Reusable Guidance for Flow Models via Non-Parametric Guidance Field cites this paper.

Flow-Direct: Feedback-Efficient and Reusable Guidance for Flow Models via Non-Parametric Guidance Field Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-20T22:23:47.753518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9cb484c0-179c-4bd7-9eaf-f7e2dc4cadbe · inbound

Proprio: Latent Self-Scoring and Inference-Time Refinement for Physically Plausible Video Generation cites this paper.

Proprio: Latent Self-Scoring and Inference-Time Refinement for Physically Plausible Video Generation Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:03:26.635821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a17ccb91-9029-4f46-a747-c694caea776c · inbound

Test-Time Scaling in Multimodal Foundation Models: A Comprehensive Survey of Generation and Reasoning cites this paper.

Test-Time Scaling in Multimodal Foundation Models: A Comprehensive Survey of Generation and Reasoning Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-07-02T21:37:25.419657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f3d1149e-21b4-4d86-9cb6-2f45421c339d · inbound

SMC-ITA: Sequential Monte Carlo Inference-Time Alignment for Video-to-Audio Generation cites this paper.

SMC-ITA: Sequential Monte Carlo Inference-Time Alignment for Video-to-Audio Generation Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-02T23:17:29.631102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 66ca3ba0-658a-4172-8742-5914a0dfbdb2 · inbound

A2D2: Fine-Tuning Any-Length Discrete Diffusion for Adaptive Decoding cites this paper.

A2D2: Fine-Tuning Any-Length Discrete Diffusion for Adaptive Decoding Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 52

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T13:48:21.280465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e156980d-64ce-46c8-b0c9-4b313a46b520 · inbound

On the Design Space of Discrete Diffusion Online Adaptation for Molecular Optimization cites this paper.

On the Design Space of Discrete Diffusion Online Adaptation for Molecular Optimization Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-07-12T06:44:20.438683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fb674f3-7d46-4bce-bb37-1db1a91c04d0 · inbound

Flash-BoN: Instant Drafts for Inference-Time Scaling in Diffusion Models cites this paper.

Flash-BoN: Instant Drafts for Inference-Time Scaling in Diffusion Models Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-11T18:59:01.561509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d923fa89-aa05-48b3-b253-a9588ce9dfa5 · inbound

Inference-Time Scaling of Diffusion Models via Progressive Seed Pruning cites this paper.

Inference-Time Scaling of Diffusion Models via Progressive Seed Pruning Dynamic Search for Inference-Time Alignment in Diffusion Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:03.249062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.