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Paper Citation Record · LEDGER

D2PO: Optimizing Diffusion Samplers via Dynamic Preference

As of 8 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 0 inbound Pith citation observations for arXiv:2607.06609.

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

pith.paper-citation-record.v1
2607.06609 v1

Coverage vector

measured 74 of 74 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T01:57:11.149703Z

measured 74 of 74 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

74 of 74 outbound references displayed

  • verified exact0
  • verified fuzzy61
  • unresolved0
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch12

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 92078950-986c-47e2-9738-6e0e401d08a1 · outbound

This paper cites In: ICLR (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2022)

Reference 1

Resolution
verified fuzzy
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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.

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Observation 3311cfb7-c4c2-483f-bd30-cfa33aab470e · outbound

This paper cites In: ICLR (2018).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2018)

Reference 2

Resolution
verified fuzzy
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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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:63dd884f02921da6e035ede09133c2a4dc6c6109608ff6783c37da3f0b49ecd7

Observation c1296221-757c-4291-8043-c172851ca835 · outbound

This paper cites In: ICLR (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2024)

Reference 3

Resolution
verified fuzzy
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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.

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Observation 6d6114fe-3ee5-490b-967f-4c019af029cb · outbound

This paper cites In: ICLR (2019).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2019)

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.952787Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:4adac3c8f9f7e6574080164b64f54cd476a8e62d1b5c01520bc075d28ad90c32

Observation ba4c021a-5691-49da-a4c9-639b20ed9adf · outbound

This paper cites In: ICML (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICML (2024)

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.920660Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:847ad79ce8c51d99bab4745f95b7a65e94d50241776707c91f63b5e21af3b9a7

Observation 60835371-a8a9-4837-a486-9fa6d9d21936 · outbound

This paper cites Training Deep Nets with Sublinear Memory Cost.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference Training Deep Nets with Sublinear Memory Cost

Reference 6

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:49.998335Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:5b8b4bf7f144d32ad8c649bdb24841570bd58330e507f868c63fc05c0cdde0cf

Observation 7de3bce7-ae1c-4ded-92e5-9ed8178565b1 · outbound

This paper cites In: The 40th Conference on Uncertainty in Artificial Intelligence (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: The 40th Conference on Uncertainty in Artificial Intelligence (2024)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.818032Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:23cd298fe6e381c7dcde98d9227f4620f9d4513502c47259f261983158a47ace

Observation d6a79bf5-4a7f-44e3-987f-b11749ea4651 · outbound

This paper cites In: ICML.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICML

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.643214Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:bb6b4761cb99670bb971744afa55e76b7307c9838ec1f23feda0bc3e8211ca5d

Observation 0ade61fb-f936-430f-a637-7edc13100311 · outbound

This paper cites In: ICLR (2025).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2025)

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.782593Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:0fd0a67ff8ef62c4f241b905bef70045edc1bd80cfc4cf9455f9fa4bb8860594

Observation 172829bf-7008-49aa-8e68-ea12a5b373e4 · outbound

This paper cites In: NeurIPS (2021).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2021)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.853512Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:8dde039f0486ddbb0830558dc43d5d0811a1b9c551c7b49c6746e0304ad49d2e

Observation 39a4b19c-86af-40f5-bf19-2494f7440912 · outbound

This paper cites In: NeurIPS (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2022)

Reference 11

Resolution
verified fuzzy
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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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:c6cc9f4958e1ce3827d1174581ea8bd472bf2d4d82c1231cc27c7bee41a895a7

Observation 533a0cea-e8e7-4605-a63f-578a74c00173 · outbound

This paper cites Scaling Rectified Flow Transformers for High-Resolution Image Synthesis.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Reference 12

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:49.875055Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:4ca4b8287d26e237e4bc33559b31b718dc36b587278f569e02a1488d5a23761c

Observation 52416021-8237-402e-b51e-57e156c2ec88 · outbound

This paper cites In: NeurIPS (2023).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2023)

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.493385Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:9addec4e63a336fa93b571e806daab6a2eb2ccf2bb1d66745bf85983d4625c69

Observation f2ca0dad-f24c-4611-a74a-8cd31e71199d · outbound

This paper cites In: ICML (2025).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICML (2025)

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.391157Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:8f9f1736d17a345ba3e3fb62b572f2f43cfcceaa63de7b535daff1b57eb2f18a

Observation d168d5df-b3d5-4d31-8dbb-4cb1454a944d · outbound

This paper cites Learn to guide your diffusion model.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference Learn to guide your diffusion model

Reference 15

Resolution
metadata mismatch
arxiv_id, observed 2026-07-11T01:57:49.836517Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:fb2fe2c467b21ba9dabdeb21a395e8e4a0befec2d199fe85efc28127361700c3

Observation 421af353-93de-4e78-a1c3-e4e3843dea94 · outbound

This paper cites In: ICML (2018).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICML (2018)

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.211109Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:a04147b94785a5ead998b45c2388e4f482ae63be53bd8d93436d93aa0aa1d76c

Observation c0c9e48c-4a46-46e2-ab53-f0b964eb81a5 · outbound

This paper cites The CMA Evolution Strategy: A Tutorial.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference The CMA Evolution Strategy: A Tutorial

Reference 17

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:49.977548Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:61a30ccf7ad05b00731f5a6124bc47bd49b0373ddfe00ba3a77c73c3afb5f433

Observation 1742e7d0-4c78-49c9-9b42-1f41e2dff580 · outbound

This paper cites In: NeurIPS (2017).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2017)

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.425384Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:cfee9b2701575ca4527d9c006999f5209455a861ca538ba6d22276a499a61cbf

Observation 14acd910-f676-4a25-932b-45cb3dd0c684 · outbound

This paper cites In: NeurIPS (2020).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2020)

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.857089Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:365a826a2d0d9d6196a74ea20fae424dafd222e7dce7801b92f148855ed3fd9c

Observation 4be5f26d-1fdd-4891-a8bb-91b1108433ef · outbound

This paper cites Classifier-Free Diffusion Guidance.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference Classifier-Free Diffusion Guidance

Reference 20

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:49.945882Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:36e760100283eaf4eba0e24cefd3cc9652cb4a6777e374cd2f877fb11e73d2c7

Observation 4088ce30-eb38-478e-b2da-ae6aeab9be3c · outbound

This paper cites In: NeurIPS (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2022)

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.275182Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:1b9011f63e798a2b46749f10add11bd5f066d5818f9460a77b6796444a1c3429

Observation ef4f3bb6-51ff-498a-87c9-4d16669fc8cf · outbound

This paper cites In: ICLR (2017) D2PO: Optimizing Diffusion Samplers via Dynamic Preference 17.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2017) D2PO: Optimizing Diffusion Samplers via Dynamic Preference 17

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.245273Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:318cc58548a3bac1758692250754c219186681a1f8796aaa88ee6d3853aaa229

Observation a9ca3b16-b182-41b2-9027-88c4d17e6f62 · outbound

This paper cites In: CVPR (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2024)

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.452376Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:1b8fe000d9ffd3b915a0749af37c98bfd680cc061c4dd973660780ed1f515001

Observation ca46a069-0188-4bb3-8252-1ddaa7a0daff · outbound

This paper cites In: NeurIPS (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2022)

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.937995Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:bbcf91f81f77d1fb0f60db67df4bf7f77be1307eb48a0ab37533549b2344c06c

Observation ebe10175-6130-421b-8630-c8e06e820d7c · outbound

This paper cites In: ICLR (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2024)

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.892343Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:5006da42ea66d1379fbd370dd569aa512c991fc45684fc5e1bc43e193021da84

Observation c817af75-b729-46b8-b57f-a9b35a65d65c · outbound

This paper cites In: NeurIPS (2021).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2021)

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.331749Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:dad1c305f3263ff458703e8e43c9cb4db0d12b2c8914c588edaba46a7c0866e1

Observation 7751c74c-bf68-4af8-98aa-b3624c99b9df · outbound

This paper cites NeurIPS (2018).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference NeurIPS (2018)

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.008009Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:012b4148c709f037d9430f6130413a6495cc267e52857f7f4a4f18640bad0ad9

Observation d6a77e38-2297-45ce-82a4-475479be7582 · outbound

This paper cites In: ICCV (2023).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICCV (2023)

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.163672Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:8cd3801cd42668c9e940ca27104170a21836f493089147987d9fb6444fbfe54b

Observation e87baf58-8925-401d-b615-26b9f26ab6df · outbound

This paper cites In: CVPR (2025).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2025)

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.080189Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:c2d1d69d3dc4b7336c44f4b46db8d0f50c100b146a09959ff2316f1db96516d7

Observation defe739d-d8ff-4a19-a2aa-9e14321e4416 · outbound

This paper cites In: ECCV (2014).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ECCV (2014)

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.109222Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:b357bc8552d52e4aed448e7a94001dabee861b70bd22af1a097a5c44a535c702

Observation 5606fe76-c84b-44f3-8ba8-fcfe1d55aa9e · outbound

This paper cites In: NeurIPS (2025).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2025)

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.140464Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:d857f1e54eda280a426d119a5d3a12c29594f1819b6ba39e35d23d3ff45705f8

Observation 2fcc84be-c822-4bb3-b347-8f512ab15a93 · outbound

This paper cites In: ICLR (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2022)

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.172752Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:dbb4ce1d320bd6a3a5c8d1fb52059cfdd9d7e7dba7983ad353368ab7518a1bf6

Observation cf28b00a-ff66-4dd2-8844-40deb9712be5 · outbound

This paper cites In: ICLR (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2024)

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.192806Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:4f4b9677be18d639c80938492481a047447e42740ac3a4ed0fc81705f08be750

Observation e0859656-0975-4e58-9cb4-59a5cb8a45c7 · outbound

This paper cites In: NeurIPS (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2022)

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.692128Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:5f189b8096a900b9473384772af76d77528b39c9d71226d630def1e53690b176

Observation acc380d6-acf6-4e51-a476-551cf469cba6 · outbound

This paper cites DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models

Reference 35

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:50.100524Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:47c42da59549646ea041a95a03eaf516dc35fdb56482ec1ce2033222cfd90a0e

Observation d3857e5f-3a90-47ed-8ee4-cdbec4ea41d9 · outbound

This paper cites NeurIPS (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference NeurIPS (2024)

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.111252Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:212be6068f2db09e011cf547459edba0cc1018935a1732cfe4c379b1a022e251

Observation 07e97b8c-d001-481c-9f73-3aa2bae51134 · outbound

This paper cites NeurIPS (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference NeurIPS (2022)

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.762148Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:3261e32af4e2c71c8b4cc5256ce8db0916c4be8d06ad8ebf1ea4f293baf56765

Observation 72d6d618-59c3-4fa6-a332-764563f88e45 · outbound

This paper cites In: NeurIPS (2019).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2019)

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.888879Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:9e90afc1970237fbc3fd3398b710f44aba0f565f6357b97d0b48105e88f36beb

Observation b61f2542-dda0-4e7c-a1cf-830db678c6cd · outbound

This paper cites In: NeurIPS (2023).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2023)

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.085181Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:8ebdb28e1e3a8b97c9a240e2172bbadf73f2e2c4e11354d2f9cc0bdb83a13757

Observation 8bfca12d-08b8-4138-bcdb-b7d06fe54a6b · outbound

This paper cites In: CVPR (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2022)

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.522453Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:3cab7f579b0253759269afe7970a23ca207c031bcca2822a5ac64c85e06c8aed

Observation 30b04b1a-30da-4fd8-8b88-a501e36db870 · outbound

This paper cites ICML (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference ICML (2024)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.581513Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:61dd81b6db9d77e3e5343c246eb32fb9c655e2c685264d9f55790578c885d903

Observation 0d566aa4-47da-4caf-afab-963babceb62f · outbound

This paper cites In: ICLR (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2022)

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.429860Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:06675db411474bb5470c2a1f5d4196a0d82c5c7bcefa7e3b6ba2677eab3fffe3

Observation 2554fc35-71e4-4cac-b873-e3d20278d835 · outbound

This paper cites In: NeurIPS (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2024)

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.461472Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:90dd2947b412aff2149e98e9c002e7c7b4dc3320d73e5faf71c8cc8593c45256

Observation 34394e1a-562b-46b2-a9c0-8c43d9200573 · outbound

This paper cites Kim et al.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference Kim et al

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.492591Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:224032c89127b21ddc457f30390a2162b25e5f21f8569f42c9ca153b1e2be5de

Observation 7002a9d6-ce4e-4084-bbe2-b4787de5fe06 · outbound

This paper cites In: ICLR (2023).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2023)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.613524Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:cd83ce74edf01ccad644f0585925474d607b86e74c40a94822b090668b6a6330

Observation 4ed70c03-5ed3-4c77-9190-988a89994169 · outbound

This paper cites In: ICML (2015).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICML (2015)

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.820863Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:dcccff8bd22932921103d7acc7f745121cee28bb78ece656546927a2328038e1

Observation a4ed4dcc-1ee8-4556-96c1-5989e0cbcadb · outbound

This paper cites In: ICML (2023).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICML (2023)

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.247651Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:1dc7a4d0b9a51161d3d4497c65e439a61f4b71ae724e2576b0869ceb8a864a73

Observation 095397cf-ea8b-4f3a-a400-10ece08adb35 · outbound

This paper cites In: ICLR (2021).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2021)

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.398901Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:541b4326139d2bd1a1b2fd62014f6f34f5879ce6a6420cbeb13937175ea44780

Observation 158d6261-95af-48c7-9042-fcdd32ff7a08 · outbound

This paper cites Cambridge University Press, 1 edn.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference Cambridge University Press, 1 edn

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.206276Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:a0445924e5ff10f2362a08bc0f45ba33bc7cb256668bbfdb293ff8af140777b8

Observation 918f0963-1600-408e-abea-6d7ed74e1979 · outbound

This paper cites In: ICLR (2025).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2025)

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.088135Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:a2c24c4665dd2af83d550f58a7470e1453c930df87ca581884010806d154b61a

Observation 637dc2ed-9913-4dc2-943c-aec12b7fd754 · outbound

This paper cites In: NeurIPS (2021).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2021)

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.144648Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:8a8d8e2ecbfb864661850f0737f61a61212c507cf15de78cb3d61c765e418ed6

Observation 346051bc-f709-4b75-91a1-39a8199c367f · outbound

This paper cites In: CVPR (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2024)

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.236284Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:0866e3499c1d77b8296e42229d577d78186ccba6db30d2c53191ea352e047260

Observation 94efdf25-4b2d-42d1-81b5-f26d7381694e · outbound

This paper cites In: CVPR (2026).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2026)

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.271450Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:dfaa86807db3d675502bb16bd6b91863bffebf41602d59145ec982a01cb50af8

Observation ee76c6d2-659c-4566-9820-b2c49c5a9ada · outbound

This paper cites ModelScope Text-to-Video Technical Report.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference ModelScope Text-to-Video Technical Report

Reference 54

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:50.053138Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:033d609609ed7ed1c0a7d638fc262fd60497b2b2dcc63e941651d849d695567f

Observation 6ce1aefe-401f-41aa-8892-0d6ed3f25b87 · outbound

This paper cites ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation

Reference 55

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:49.950657Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:cfee07d1ae80f3720082a1187ee497a80b3d3b51dc304078e0f03931992dcd9b

Observation 823e0765-49eb-44ae-809f-b3a7985da986 · outbound

This paper cites In: ICLR (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2022)

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.298365Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:1b9b9f906eb92a49323e60ff5b3e33658e6d6cbe51cc4124965b07bbb447c289

Observation c9f2130c-3235-429f-8b82-d6b7b0250740 · outbound

This paper cites Learning to Efficiently Sample from Diffusion Probabilistic Models.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference Learning to Efficiently Sample from Diffusion Probabilistic Models

Reference 57

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:49.916384Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:e32815c084fa2ebffd87816a0aad0c393d303d9a1275acac951fd95506db2a3d

Observation 8061e8b5-4552-4dbe-aec7-2f5f24b0404c · outbound

This paper cites Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis

Reference 58

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:49.751223Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:0873aa570a8318b908793496db7452e51a955c14459182de3b848615a040155d

Observation 1f1806df-4147-43c0-b19d-f3477a4201b5 · outbound

This paper cites In: ICLR (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2022)

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.937308Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:d8c296d11878709319bc31af9ae81d548595ef9181afd53efab6ca0abb5c85e5

Observation dc3b9d9d-2805-416c-9f80-3880eced9dd5 · outbound

This paper cites In: CVPR (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2024)

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.206281Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:21c5bf94674c2446294589890feb50d77086160ab15af633c9514460e4594bc6

Observation c8804fb6-cfab-4b72-b21c-3aacf2b1d722 · outbound

This paper cites In: CVPR (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2024)

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.332447Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:85f000a8ecdd73a4d2127f17907eafa92248b9901ba44038fed7637c5bf502ad

Observation 1501a6dd-4a4e-40dd-9118-ecd1be24faf2 · outbound

This paper cites NeurIPS (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference NeurIPS (2024)

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.968460Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:7e4859e09ab7f3aac907e85c39fee3ed2b2417a8f24cbf138dea47e5ee467027

Observation 34eebef7-4d95-4a24-8687-3c51cfd1c0c9 · outbound

This paper cites In: NeurIPS (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2024)

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.711635Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:7fbc9494a7f4ffb31dd8b1e0c3b61f08cf525ab86f5051c77d1ebb46b3e3bb88

Observation 5a1a5839-3a8a-4c9c-88ad-5f46a5096ebb · outbound

This paper cites In: CVPR (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2024)

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.612977Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:bc957b45e5913a52b8f2375d1f8e543efda130d0b06923ee494921d1174ccb2b

Observation 3b2cc6d8-71ff-4f54-99fe-ed7b1276a633 · outbound

This paper cites NeurIPS (2024) D2PO: Optimizing Diffusion Samplers via Dynamic Preference 19.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference NeurIPS (2024) D2PO: Optimizing Diffusion Samplers via Dynamic Preference 19

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.799671Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:609a14af5702b6e1b306b33ea13877d8b1e30fd4b12b5fe0bcd563bbdbdac668

Observation e664da53-b4e2-4cb1-a6ee-c0127852bafa · outbound

This paper cites In: CVPR (2023).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2023)

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.536972Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:a7a2fa17d02f440ed771b5e7844a9e1cc7c0ec320ea06e2ea03921119bc2d4f1

Observation 38eb1b5e-aed7-4cdf-8820-4702e7b70115 · outbound

This paper cites In: ICLR (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2024)

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.565255Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:27a72d23d5c0849207a211ec81f872f3370542b47cd738daba9ed773ce270dc8

Observation 5a6fe580-fe5e-4acc-a9dd-453e8a2fe2a8 · outbound

This paper cites In: ICLR (2023).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2023)

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.594953Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:6e58e7e69a15c656b0a666ce9acf70350677f7f041a70279f8dc2df72e30a08b

Observation ee402710-7bec-403e-b5cf-c8503970da0b · outbound

This paper cites In: CVPR (2018).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2018)

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.666821Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:dd9d103a73d8ceef6185b32ed3a2428130e0d2afa7f6e91dfcf126ae688081fb

Observation 7fc5c7c5-d477-4300-94b0-33032c1bcf7b · outbound

This paper cites In: NeurIPS (2023).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2023)

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.625470Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:38fdf95076c91d5641e07fca06991a2a1b56691fdd792756455dead2fadf3261

Observation ba3b4ed2-76a5-49e9-b0a4-0e7d943f5d0d · outbound

This paper cites Trajectory Consistency Distillation: Improved Latent Consistency Distillation by Semi-Linear Consistency Function with Trajectory Mapping.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference Trajectory Consistency Distillation: Improved Latent Consistency Distillation by Semi-Linear Consistency Function with Trajectory Mapping

Reference 71

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:50.094472Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:f7e34a24a52fecb9b8bc02657972c619b32ce9c9113b46a6247b8658f4ead258

Observation 2042dee4-71bc-44b9-8ab2-cb676e249201 · outbound

This paper cites MagicVideo: Efficient Video Generation With Latent Diffusion Models.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference MagicVideo: Efficient Video Generation With Latent Diffusion Models

Reference 72

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:50.068226Z

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.

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Observation 1c40e68c-878b-4a57-90b4-b52ad399f666 · outbound

This paper cites In: ICLR (2025).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2025)

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.980426Z

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.

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Observation 1a562628-908d-441d-9e53-ea0149687bc4 · outbound

This paper cites An old photo of an umbrella and chairs at the beach.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference An old photo of an umbrella and chairs at the beach

Reference 74

Resolution
malformed identifier
arxiv_id, observed 2026-07-11T01:57:50.129830Z

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.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:924fa3915c9dce93ec65d3d6f501802c013db17a67d1543349ba77621c535321

Pith citing papers

No inbound Pith citation observations are available.