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Paper Citation Record · LEDGER

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations

As of 7 August 2026, this Paper Citation Record lists 100 of 112 outbound references and 2 inbound Pith citation observations for arXiv:2506.20294.

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

pith.paper-citation-record.v1
2506.20294 v5

Coverage vector

measured 100 of 112 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:59:19.050061Z

measured 102 of 102 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T06:25:32.694239Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T06:28:05.523543Z

Reference resolution

100 of 112 outbound references displayed

  • verified exact0
  • verified fuzzy44
  • unresolved56
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 928135f5-e544-4766-be61-d6a52ad9fe55 · outbound

This paper cites In: Proceedings of the International Conference on Learning Representations (ICLR) (2024) 2, 4, 7, 9, 26.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the International Conference on Learning Representations (ICLR) (2024) 2, 4, 7, 9, 26

Reference 1

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Observation 8bb9d216-d6e2-408c-be05-aa4cd4f731f9 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition (CVPR).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition (CVPR)

Reference 2

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Observation b86ed4f8-a24a-49ec-a34d-9c7947f923d0 · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)

Reference 3

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Observation c5b67a85-d57c-494a-8905-a10d7cd3989c · outbound

This paper cites Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 4

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Observation 6b130a55-e2a5-4836-99ec-7d75e47e47c1 · outbound

This paper cites In: International Conference on Machine Learning (ICML) (2025) 23.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: International Conference on Machine Learning (ICML) (2025) 23

Reference 5

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source=pdf_text observed=2026-08-06T22:59:09.060965Z digest=sha256:d9271bb5b526c49c9e4169e62586f219dce831c9afd5a8db0b42ffe21ec54a83

Observation 96c39413-af6d-4b72-b75e-f9d358d7759d · outbound

This paper cites Large Language Monkeys: Scaling Inference Compute with Repeated Sampling.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Reference 6

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Observation 4ca28a44-8b5e-44a9-95f8-224b8c731aab · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS)33, 1877–1901 (2020) 23.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Advances in Neural Information Processing Systems (NeurIPS)33, 1877–1901 (2020) 23

Reference 7

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Observation 795e2517-80c2-484c-b691-3af640ab4bdb · outbound

This paper cites In: International Conference on Machine Learning (ICML).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: International Conference on Machine Learning (ICML)

Reference 8

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Observation f695e773-ce32-432d-8f98-26b1d8be6b47 · outbound

This paper cites ACM SIG- GRAPH42(4), 1–10 (2023) 4.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations ACM SIG- GRAPH42(4), 1–10 (2023) 4

Reference 9

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Observation 00e1fa92-01d7-4e45-8b18-939c37225031 · outbound

This paper cites In: Proceedings of the International Conference on Learning Representations (ICLR) (2024) 1.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the International Conference on Learning Representations (ICLR) (2024) 1

Reference 10

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Observation 0d118aa2-ea3c-4a05-84c9-1a50af37391e · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS)37, 133661–133709 (2024) 23.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Advances in Neural Information Processing Systems (NeurIPS)37, 133661–133709 (2024) 23

Reference 11

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Observation 6907c3c3-ca55-4b1b-8d30-51d4be33294f · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) (2024) 4.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) (2024) 4

Reference 12

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source=pdf_text observed=2026-08-06T22:59:09.878740Z digest=sha256:7b33aa5cf1f1a2c24438dfdfecf7dde708e2b6be8b2dadbdde7f3e8b6fed6901

Observation 6a5ef61f-bc44-4ec7-9de6-4af0e4c1b61b · outbound

This paper cites CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 13

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Observation 7990feb5-7680-40a6-9194-82b5ca154ed7 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Training Verifiers to Solve Math Word Problems

Reference 14

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Observation 2dd17469-ee11-4468-8c78-05ff3e222a31 · outbound

This paper cites In: Proceedings of the Interna- tional Conference on Learning Representations (ICLR) (2023) 24.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the Interna- tional Conference on Learning Representations (ICLR) (2023) 24

Reference 15

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source=pdf_text observed=2026-08-06T22:59:10.228782Z digest=sha256:fa57a6f3507e4ca738024e76e81064e8b73fc0e3dbcaaf3cfbb71c1f284535a4

Observation f20cfa4c-25fc-47fb-8f07-6fd8b4ea4428 · outbound

This paper cites https://r1.deepseek.com/(2025) 23.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations https://r1.deepseek.com/(2025) 23

Reference 16

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Observation a2d68d83-4852-4cd5-943b-416963f0ed80 · outbound

This paper cites In: Ad- vances in Neural Information Processing Systems (NeurIPS).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Ad- vances in Neural Information Processing Systems (NeurIPS)

Reference 17

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Observation 0ac7ff26-bb7a-4ff2-a9ed-fb86febb3db4 · outbound

This paper cites Journal of the American Statis- tical Association106, 1602 – 1614 (2011),https://api.semanticscholar.org/ CorpusID:232841545.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Journal of the American Statis- tical Association106, 1602 – 1614 (2011),https://api.semanticscholar.org/ CorpusID:232841545

Reference 18

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Observation 0e0047b7-94ac-4eef-b3d4-ed8367986f87 · outbound

This paper cites In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Reference 19

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Observation a37502b9-4d1c-41a7-980d-eb155eed0676 · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Advances in Neural Information Processing Systems (NeurIPS)

Reference 20

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Observation 74680e0b-6cad-4728-b19f-3a85e50c6804 · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Advances in Neural Information Processing Systems (NeurIPS)

Reference 21

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Observation 71dcfc1a-e534-4dee-89b3-325f10b96a9a · outbound

This paper cites In: Proceedings of the International Conference on Learning Representations (ICLR) (2023) 4, 9, 25.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the International Conference on Learning Representations (ICLR) (2023) 4, 9, 25

Reference 22

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Observation 241ab214-6e01-4dee-b3a1-6c83ec09a9fc · outbound

This paper cites In: Conference on Language Modeling (COLM)) (2024) 24.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Conference on Language Modeling (COLM)) (2024) 24

Reference 23

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Observation 08be5b7f-2595-484d-a9a0-c9f345a5e629 · outbound

This paper cites In: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Reference 24

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Observation aac54bab-a9dc-435b-bd09-6f6a5b5690b7 · outbound

This paper cites In: Proceedings of the Inter- national Conference on Learning Representations (ICLR) (2023) 4.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the Inter- national Conference on Learning Representations (ICLR) (2023) 4

Reference 25

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Observation fed784f3-b852-42f8-9b4e-b45f72d8c26c · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition (CVPR).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition (CVPR)

Reference 26

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Observation 0ede46db-bfd2-4636-9c80-9cffe18c2574 · outbound

This paper cites CrossLabs Research Blogs (January.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations CrossLabs Research Blogs (January

Reference 27

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Observation 0a41142c-1f1c-406c-b7f6-8582e3cdb7c1 · outbound

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

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Scaling Image and Video Generation via Test-Time Evolutionary Search

Reference 28

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Observation 0e8f9a01-864e-4907-b2de-73f38e5f1b17 · outbound

This paper cites CLIPScore: A Reference-free Evaluation Metric for Image Captioning.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 29

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Observation cb605b6a-14c5-4c7d-9a99-29a09e26f044 · outbound

This paper cites In: Ad- vances in Neural Information Processing Systems (NeurIPS).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Ad- vances in Neural Information Processing Systems (NeurIPS)

Reference 30

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Observation 863eddc0-dff7-40c0-bc99-f8f61f448b32 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Classifier-Free Diffusion Guidance

Reference 31

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Observation 05593658-4f8c-4708-b98c-49b9ad62c44d · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Advances in Neural Information Processing Systems (NeurIPS)

Reference 32

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Observation 49ed2548-a1e7-47f7-ab3f-ac6ee044baa1 · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Advances in Neural Information Processing Systems (NeurIPS)

Reference 33

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Observation cfc0b351-79fa-428b-b5eb-a22cfe1ec364 · outbound

This paper cites In: Advances in Neural Information Processing Sys- tems (NeurIPS).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Advances in Neural Information Processing Sys- tems (NeurIPS)

Reference 34

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Observation d8d00ff1-9f38-437f-be41-e5c7fc0e0873 · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Advances in Neural Information Processing Systems (NeurIPS)

Reference 35

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:12.497893Z digest=sha256:84eea6a668e89d8dfcd3a622046966df398a1eeff5402e6af456f8f97b4a7f57

Observation 77c24bb7-bd33-43cb-933e-de5feca3f8ee · outbound

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

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Diffusion Tree Sampling: Scalable inference-time alignment of diffusion models

Reference 36

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no resolver link, observed 2026-08-06T22:59:12.617980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:12.617980Z digest=sha256:e0a13adebee15faa6cca62379f2c6464d5dd0034ca63a76d87cb7de10cfb743b

Observation 3e5fccb9-7a78-47bb-a377-88df9b585d2a · outbound

This paper cites In: International Conference on Machine Learning (ICML) (2022) 1.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: International Conference on Machine Learning (ICML) (2022) 1

Reference 37

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no resolver link, observed 2026-08-06T22:59:12.726493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:12.726493Z digest=sha256:9dc49192b8955135557d401c9e424baf2a217bc8a72b56d84690e0207fbb7ba9

Observation 33c4bf2c-0c93-4766-a506-f9a81f20da20 · outbound

This paper cites Enhancing LLM Reasoning with Reward-guided Tree Search.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Enhancing LLM Reasoning with Reward-guided Tree Search

Reference 38

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no resolver link, observed 2026-08-06T22:59:12.842671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:12.842671Z digest=sha256:6bb4e6478fb539311af8085735cddf40fa386892772c5f4802ea3f74deddf8ed

Observation 614b2370-78ad-4031-93b8-a57629f2ecc1 · outbound

This paper cites In: Chiruzzo, L., Ritter, A., Wang, L.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Chiruzzo, L., Ritter, A., Wang, L

Reference 39

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no resolver link, observed 2026-08-06T22:59:12.955472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:12.955472Z digest=sha256:5fa53419bc0834105f9df581f6d7d9d20e63e62542d4d565ac228dec52947814

Observation 313094af-f21e-45e0-b9a2-c6f5ab14af2f · outbound

This paper cites Scaling Laws for Neural Language Models.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Scaling Laws for Neural Language Models

Reference 40

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no resolver link, observed 2026-08-06T22:59:13.099914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:13.099914Z digest=sha256:826279b326eedbed08b32f90159f2f9880f580b2c29ffb247b4f06dff0fcfafc

Observation e1264c48-b892-4702-b0dc-ea5814ff02fa · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS) (2022) 11, 23.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Advances in Neural Information Processing Systems (NeurIPS) (2022) 11, 23

Reference 41

Resolution
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no resolver link, observed 2026-08-06T22:59:13.237111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:13.237111Z digest=sha256:8b85503e3fc8697cc583cedad57872a4fee5cacc61ae15d2b9172dc5cb7cb870

Observation fceb2e64-b4bf-4d64-b6c2-7c03536c3f35 · outbound

This paper cites In: Proceedings of the International Conference on Learning Representations (ICLR) (2024) 23.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the International Conference on Learning Representations (ICLR) (2024) 23

Reference 42

Resolution
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no resolver link, observed 2026-08-06T22:59:13.348869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:13.348869Z digest=sha256:4f81c6e321fc2b5d7e3917d69d80c94b0f9caf15a79b14965f3dc6593a499430

Observation b28c6c91-ac95-4709-a3e2-01ea524d53d4 · outbound

This paper cites In: Proceedings of the International Conference on Learn- ing Representations (ICLR) (2025) 4, 26.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the International Conference on Learn- ing Representations (ICLR) (2025) 4, 26

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.447113Z

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.

source=pdf_text observed=2026-08-06T22:59:13.439767Z digest=sha256:a491e719afc05a1694e3c5e2afd455d608bbd91cd1dcc96489228d13d08c4911

Observation dfd825d7-09a8-4f55-9f66-42659131decc · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Advances in Neural Information Processing Systems (NeurIPS)

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.433878Z

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.

source=pdf_text observed=2026-08-06T22:59:13.551751Z digest=sha256:fae6c44421e9bea13a0a9a231e18ac8795dfd6bc78a2630fd66263a7323ac8b7

Observation 88966923-5309-47eb-9b5c-b9d71afb4ef8 · outbound

This paper cites In: Proceedings of the International Conference on Learning Representations (ICLR) (2021) 1 18 S.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the International Conference on Learning Representations (ICLR) (2021) 1 18 S

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.419249Z

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.

source=pdf_text observed=2026-08-06T22:59:13.629299Z digest=sha256:92ed1654ba78feb51cc9c4836cd18db4707c6c16f788860bf650c8b84d5a69eb

Observation 5f9dfbbc-3290-4bf2-a8ee-83fe7adef1a3 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS)37, 85203–85240 (2024) 4.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Advances in Neural Information Processing Systems (NeurIPS)37, 85203–85240 (2024) 4

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.404178Z

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.

source=pdf_text observed=2026-08-06T22:59:13.761343Z digest=sha256:676a60b1961c88fabd441e868732fc90f806c27b5e1219e6650d4a010884bf42

Observation d6560f82-c9d6-49cc-9000-b6fae352510d · outbound

This paper cites Fractal Generative Models.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Fractal Generative Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T22:59:13.872203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:13.872203Z digest=sha256:dea2bbb6bea67a02e81c0697e50456cd7231b6a6fd330b3dee7197b600ec2a87

Observation a510bb25-6a47-4f39-a369-9175cf07d0e2 · outbound

This paper cites In: Advances in Neural Information Pro- cessing Systems (NeurIPS).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Advances in Neural Information Pro- cessing Systems (NeurIPS)

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.389246Z

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.

source=pdf_text observed=2026-08-06T22:59:13.938173Z digest=sha256:b2c13468708d102c18d75e769c8e8baefff56542a70dd4e207b1c89e013a52b6

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

This paper cites Dynamic Search for Inference-Time Alignment in Diffusion Models.

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.

source=pdf_text observed=2026-08-06T22:59:14.002865Z digest=sha256:322beecb7a3675972cc683f0e3d1e0a04e52b517a3f9d5a0a88e8d17114471e1

Observation bef82059-3ffb-46f9-ba94-af94354614c6 · outbound

This paper cites In: British Machine Vision Conference (BMVC) (2023) 4.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: British Machine Vision Conference (BMVC) (2023) 4

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.374432Z

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.

source=pdf_text observed=2026-08-06T22:59:14.086267Z digest=sha256:ed42a989e6806380bef3a409b28fa6678e884ec75e7b95e10d1fb2392451e595

Observation a179ed4e-2cdc-4e92-a040-54e4580ed319 · outbound

This paper cites Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T22:59:14.172131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:14.172131Z digest=sha256:f7aac09989e79c22b272005b0b722537e285911ff9d0b6823e3ed809421e8837

Observation 6a71f5bd-2a73-424a-8603-cd67e86c0699 · outbound

This paper cites In: Proceedings of the International Conference on Learning Representations (ICLR) (2024) 24.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the International Conference on Learning Representations (ICLR) (2024) 24

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.359547Z

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.

source=pdf_text observed=2026-08-06T22:59:14.270320Z digest=sha256:c44f3246693aa1e961e65571fbb65c357403461a2c6f27dce94307db0da2f9e1

Observation 0c52b45f-a14a-4eeb-bf63-d30c4ec4ebf8 · outbound

This paper cites In: Proceedings of the IEEE/CVF winter conference on applica- tions of computer vision (WACV).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the IEEE/CVF winter conference on applica- tions of computer vision (WACV)

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.344597Z

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.

source=pdf_text observed=2026-08-06T22:59:14.317246Z digest=sha256:40caa7886ca40070350a9a3bec40fb254ad41434a312b0faec9ab76631e23d2b

Observation 021af48f-4ef4-4a83-845b-2e42ced24c58 · outbound

This paper cites In: Proceedings of the International Conference on Learning Representations (ICLR) (2023) 24.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the International Conference on Learning Representations (ICLR) (2023) 24

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.329423Z

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.

source=pdf_text observed=2026-08-06T22:59:14.366889Z digest=sha256:0055ee230ce1d3c124375194e14a67a8ac83ef7851a28c76835f2c30246cbaca

Observation 2bb8fc79-a48f-435b-ba00-1ec1647935fc · outbound

This paper cites Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T22:59:14.428010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:14.428010Z digest=sha256:9022bab2e99970fada2776e2bbd82224ddccdf5edc98d8122e061f3789183ec7

Observation 03f635c3-17a2-4ec6-97e2-d426e9361fbf · outbound

This paper cites In: Proceedings of the International Conference on Learning Representations (ICLR) (2023) 24.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the International Conference on Learning Representations (ICLR) (2023) 24

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.314848Z

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.

source=pdf_text observed=2026-08-06T22:59:14.468940Z digest=sha256:2e655aef448e463992e158332ceb27ef5d8eefde5d3f887dbbf807e1c83cee18

Observation def1d825-3069-4529-a08f-fb84d5ed438c · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Advances in Neural Information Processing Systems (NeurIPS)

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.298748Z

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.

source=pdf_text observed=2026-08-06T22:59:14.517516Z digest=sha256:58074b717972f7c5e9683bd83ce2e85e6f5dcf691ceb87a5bd5863f30d6eed05

Observation 6788e629-52db-4b02-b2ae-c44fb781ce93 · outbound

This paper cites Machine Intelligence Research pp.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Machine Intelligence Research pp

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.283455Z

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.

source=pdf_text observed=2026-08-06T22:59:14.559373Z digest=sha256:67dac1e89d61ab6e1f9ab07f37bbc2b7c8ee0df80d3526d277c16e46033f4eff

Observation 0021d425-36a5-44b5-ac94-ede15ed9fa08 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition (CVPR).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition (CVPR)

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.268385Z

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.

source=pdf_text observed=2026-08-06T22:59:14.610629Z digest=sha256:8ccfeb891c702bf2323cf169767e9e26568e8756d4597136712cf8af9cd6d354

Observation 91053889-2588-46ac-8159-825c6aa08a9f · outbound

This paper cites In: Pro- ceedings of the IEEE/CVF conference on computer vision and pattern recognition (CVPR).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Pro- ceedings of the IEEE/CVF conference on computer vision and pattern recognition (CVPR)

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.253829Z

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.

source=pdf_text observed=2026-08-06T22:59:14.655958Z digest=sha256:c32a4ee945ba70520770c47599d95d54587f9be0d435e3d0c4eb2b9bd5276cb6

Observation 8c643cd4-410a-47f8-b32e-12ea98ed9c5a · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Advances in Neural Information Processing Systems (NeurIPS)

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.238829Z

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.

source=pdf_text observed=2026-08-06T22:59:14.700539Z digest=sha256:1f36e662aa1d3e0beaa58a2c492492c11240e999a61947797976fc1720d19b80

Observation ea1021d4-734a-4417-a17c-f42800e05235 · outbound

This paper cites In: Proceedings of the 31st ACM International Conference on Multimedia (MM).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the 31st ACM International Conference on Multimedia (MM)

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.223833Z

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.

source=pdf_text observed=2026-08-06T22:59:14.747773Z digest=sha256:2b6629e9721ea40b27169709f749b7ee3ccdeb8856881f1e9ca1b659ae64f5ae

Observation 417db5b0-33e4-46a7-96e3-5caf084dbe89 · outbound

This paper cites s1: Simple test-time scaling.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations s1: Simple test-time scaling

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-06T22:59:14.820204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:14.820204Z digest=sha256:28563a2c78607a3492799f5afa4943a449a37dfb0a81d4e2fd902dd892c5277e

Observation f75a382c-a1e9-4370-a5ea-be60426c2557 · outbound

This paper cites an unresolved cited work.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:59:21.208805Z

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.

source=pdf_text observed=2026-08-06T22:59:14.910585Z digest=sha256:fa3a2593159303072564634964da15aba75d6fd4845db1921418ad57be84b5e2

Observation 526ae804-cc3c-433d-ad10-3ec1f8ce53c6 · outbound

This paper cites arXiv preprint arXiv:2501.19252 (2025) 4.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations arXiv preprint arXiv:2501.19252 (2025) 4

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-06T22:59:14.953986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:14.953986Z digest=sha256:2199df05d88f973e26260f0381c9c3642539a4cb3149ed1f2b2f9cca2490c285

Observation 5034f330-5bb4-456e-a0b0-9c5e486b8e5b · outbound

This paper cites In: Proceed- ings of the IEEE/CVF conference on computer vision and pattern recognition (CVPR).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceed- ings of the IEEE/CVF conference on computer vision and pattern recognition (CVPR)

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.194024Z

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.

source=pdf_text observed=2026-08-06T22:59:15.056541Z digest=sha256:2c1ed5388f67e449f65f493d0612a13b8437ad7514735dd1c5675a640db474e4

Observation 84051a09-9647-4e12-b53e-5198b18c7ea3 · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-06T22:59:15.184509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:15.184509Z digest=sha256:ce61d21cfb87c3d9628f638dd850ddefb5b402604deb97d79667ed919204fde4

Observation f0479f8d-8652-40db-b26d-aafa3f345996 · outbound

This paper cites In: Proceedings of the International Conference on Learning Repre- sentations (ICLR) (2023) 1.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the International Conference on Learning Repre- sentations (ICLR) (2023) 1

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.180131Z

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.

source=pdf_text observed=2026-08-06T22:59:15.268620Z digest=sha256:81b35c5f00b92b70a6d2e16dcbc8336ffbc39577bb8193b9831bcd2349ab4782

Observation 7f16f773-c9c9-40eb-8d75-abc4ca426f77 · outbound

This paper cites In: International Conference on Machine Learning (ICML).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: International Conference on Machine Learning (ICML)

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.166032Z

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.

source=pdf_text observed=2026-08-06T22:59:15.436265Z digest=sha256:de84a40fe0594882958dca8f8dbfee9d6fa391528e4b7ed7d6902f15f38f31a5

Observation ae4cfee9-0847-4865-aee7-f215626248cb · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS) (2025) 2, 4.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Advances in Neural Information Processing Systems (NeurIPS) (2025) 2, 4

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.151585Z

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.

source=pdf_text observed=2026-08-06T22:59:15.597042Z digest=sha256:6502f2a36a3a14b07373533974f48ebcedf48f7897782a879ddd93ace69c92b5

Observation ba7d365e-ef37-42aa-b6e3-a97fe7e57ebe · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition (CVPR).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition (CVPR)

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.135223Z

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.

source=pdf_text observed=2026-08-06T22:59:15.733491Z digest=sha256:c8cd82e970d37e2b5fc1dc884d31016c52e7d34ef8611b2d45e14d70e970cd18

Observation d6720962-4582-4bec-8eaa-dfeee8d45251 · outbound

This paper cites In: International Conference on Machine Learning (ICML) (2024) 4, 26, 31.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: International Conference on Machine Learning (ICML) (2024) 4, 26, 31

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.120694Z

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.

source=pdf_text observed=2026-08-06T22:59:15.852649Z digest=sha256:2e78a4aba28c0d4b89b01d121b5ccf4da51c5e2d667a9118a7b9e511439b5fa2

Observation aefae43a-d55d-4c48-bd59-ac281ff3a723 · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Advances in Neural Information Processing Systems (NeurIPS)

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.103671Z

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.

source=pdf_text observed=2026-08-06T22:59:15.984478Z digest=sha256:9a5a0ed7c6c7ebad4e4fbf23e4286c16cbac482987bf009be1859f83eab7fc14

Observation 9c19ce72-64b5-488c-8b3a-026a7ca708b9 · outbound

This paper cites In: Proceedings of the International Conference on Learning Representations (ICLR) (2022) 23 20 S.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the International Conference on Learning Representations (ICLR) (2022) 23 20 S

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.087015Z

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.

source=pdf_text observed=2026-08-06T22:59:16.135258Z digest=sha256:45dfcc78c14fbcc2165fc055e2fef30d2dd71893d379ded08c0d1aeb0cabfb13

Observation 9d5ce043-8538-48b5-8e46-688e5b819b74 · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) (2024) 4.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) (2024) 4

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.072285Z

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.

source=pdf_text observed=2026-08-06T22:59:16.296291Z digest=sha256:a55d60e9d1eb77b029a45a37df89ad838ce3353261e4016f06f6430b250518bc

Observation edba5c75-b0f7-42b4-a2c0-2eef50042c39 · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Advances in Neural Information Processing Systems (NeurIPS)

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.057587Z

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.

source=pdf_text observed=2026-08-06T22:59:16.417168Z digest=sha256:73a407497544852b92005f06460e48d470e41b3160966e2cc632c65c27732350

Observation dd8f305b-6f64-4540-a587-769b62dbcfc7 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Proximal Policy Optimization Algorithms

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-06T22:59:16.553716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:16.553716Z digest=sha256:31fa3e90da0614cbf844baf6e39020c28b87a148a693b3e2b507748e073a6a08

Observation df2711b8-c82d-45b2-9027-24e0a374e6de · outbound

This paper cites In: International Conference on Machine Learning (ICML) (2025) 4.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: International Conference on Machine Learning (ICML) (2025) 4

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.041736Z

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.

source=pdf_text observed=2026-08-06T22:59:16.665744Z digest=sha256:bb85b55f0a51c35ba8fa5c23eb148b30efbb35cac7172f8334fc263d0e8a7d4b

Observation 06d6cf98-5a3d-49f1-9f2c-2940d034e74f · outbound

This paper cites In: Proceedings of the International Conference on Learning Representations (ICLR) (2025) 24.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the International Conference on Learning Representations (ICLR) (2025) 24

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.026317Z

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.

source=pdf_text observed=2026-08-06T22:59:16.795615Z digest=sha256:e3094f6df7a3e2fa482d1f6871fd0c3c3103d73ccdb264803930a6fcdc7d50de

Observation 71315f92-ef9c-48ef-b48f-eaac22ac83cd · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) 36, 4263–4276 (2023) 23.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Advances in Neural Information Processing Systems (NeurIPS) 36, 4263–4276 (2023) 23

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:21.010916Z

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.

source=pdf_text observed=2026-08-06T22:59:16.929138Z digest=sha256:2a780ae7fbf593a364ed25e3e3e52c393540f6d04858ef923230f3a6642e46a4

Observation 6e25a40c-ede0-4e05-bea3-eaec77454051 · outbound

This paper cites In: International Conference on Machine Learning (ICML) (2025) 4, 24.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: International Conference on Machine Learning (ICML) (2025) 4, 24

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:20.994899Z

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.

source=pdf_text observed=2026-08-06T22:59:17.039104Z digest=sha256:483f86c1c1e6c76f9fa1742b70b56adc2b848d1c3001cd97769177b9e8e49896

Observation 739fbe26-c264-460a-b9ef-7fc62a4b35b8 · outbound

This paper cites In: Proceedings of the International Conference on Learning Representations (ICLR) (2025) 23.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the International Conference on Learning Representations (ICLR) (2025) 23

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:20.981096Z

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.

source=pdf_text observed=2026-08-06T22:59:17.149485Z digest=sha256:147b7d289988172c6aa84b776965cbcea6a7243da43d78770240c5be493ecce5

Observation 5f533c78-e9d0-4475-8f41-19d7a5053f3c · outbound

This paper cites In: International Confer- ence on Machine Learning (ICML).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: International Confer- ence on Machine Learning (ICML)

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:20.966179Z

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.

source=pdf_text observed=2026-08-06T22:59:17.278262Z digest=sha256:4c5c3bb37f22ef38caf3ff68a53f1261fc66bfb4c9e02646dc1f4d9db1a07653

Observation 37532353-a787-4dfe-af99-9afeaeffa049 · outbound

This paper cites In: Proceed- ings of the International Conference on Learning Representations (ICLR) (2021) 1, 3, 4, 5, 26.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceed- ings of the International Conference on Learning Representations (ICLR) (2021) 1, 3, 4, 5, 26

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:20.951680Z

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.

source=pdf_text observed=2026-08-06T22:59:17.392982Z digest=sha256:ca71a24917ed0a0e69ce350302fed952528abaf8d6856c96a4b49ad86e219666

Observation 242f6e8a-6531-4b93-980e-343b6b493cd7 · outbound

This paper cites In: Interna- tional Conference on Machine Learning (ICML).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Interna- tional Conference on Machine Learning (ICML)

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:20.937931Z

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.

source=pdf_text observed=2026-08-06T22:59:17.532209Z digest=sha256:00c55eb1a9f12b3fa20026859773548f66ca18d002a0321741d6b6c336a30f0f

Observation eb90ce4c-f483-4b4a-a84f-6e2d94b41099 · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Advances in Neural Information Processing Systems (NeurIPS)

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:20.923718Z

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.

source=pdf_text observed=2026-08-06T22:59:17.729484Z digest=sha256:b3865ca59372df8e28a58debebc4ecd1a2cd732106a8fae563662ce10c552a84

Observation 2d6b88fd-06d4-4ab9-a535-1ae7bc07fffe · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS)37, 32630–32652 (2024) 24.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Advances in Neural Information Processing Systems (NeurIPS)37, 32630–32652 (2024) 24

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:20.909295Z

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.

source=pdf_text observed=2026-08-06T22:59:17.823370Z digest=sha256:fdbab9e26e25437bb46f47a92d36cb7a706357024eb3862901cd0eba229694e9

Observation 32a9d306-f79f-40ab-abcf-2cf76db78e44 · outbound

This paper cites Inference-Time Alignment of Diffusion Models with Direct Noise Optimization.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Inference-Time Alignment of Diffusion Models with Direct Noise Optimization

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-06T22:59:17.927014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:17.927014Z digest=sha256:1794cd64bf0941db7d68e8a12ed42c2302a1a555c6a8ade0274b14ed0a53b03c

Observation 9d13efc7-89a7-4909-b1e3-52f90ddf0011 · outbound

This paper cites Transactions on Machine Learning Research (TMLR)2024(2024) 24.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Transactions on Machine Learning Research (TMLR)2024(2024) 24

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:20.894300Z

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.

source=pdf_text observed=2026-08-06T22:59:17.994248Z digest=sha256:a1a3262fa3a2139b7ef2d2ce0fdac8d55b7ece3937d9fcfa93f94ea740a9a155

Observation daa7039f-7837-43dd-a940-72637cc6a3a3 · outbound

This paper cites In: Proceedings of the International Conference on Learning Representations (ICLR) (2025) 23 Ctrl-Z Sampling 21.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the International Conference on Learning Representations (ICLR) (2025) 23 Ctrl-Z Sampling 21

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:20.879245Z

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.

source=pdf_text observed=2026-08-06T22:59:18.067581Z digest=sha256:b366980d46a322f93ec51ea805c34a6eee70344c1239aa2160ac13474bd47076

Observation b5a606ec-c7d5-4ea1-b6ee-d92df64ce891 · outbound

This paper cites Solving math word problems with process- and outcome-based feedback.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Solving math word problems with process- and outcome-based feedback

Reference 91

Resolution
unresolved
no resolver link, observed 2026-08-06T22:59:18.175336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:18.175336Z digest=sha256:10bc65706711c359d71101b3532f5b92e0343833f9eed8889d8448ddb64eaffa

Observation ef08903e-26a3-4896-8fe5-806c171bf12a · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition (CVPR).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition (CVPR)

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:20.864405Z

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.

source=pdf_text observed=2026-08-06T22:59:18.270771Z digest=sha256:36fa7cf6e33d65f830815729c516a8243618d44917d66f075726301da5a53fb1

Observation e48e5f38-655f-4914-b62b-cbf0fa0c1db0 · outbound

This paper cites In: Proceedings of the International Conference on Learning Representations (ICLR) (2023) 23.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the International Conference on Learning Representations (ICLR) (2023) 23

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:20.849525Z

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.

source=pdf_text observed=2026-08-06T22:59:18.371140Z digest=sha256:24e47bd8be9acf13f801e1afe0214dcfff38528144fbe17d978a9135736b9e87

Observation ac5bb22c-fb7b-45a7-8158-bd528dd7c7c1 · outbound

This paper cites In: Proceedings of the Interna- tional Conference on Learning Representations (ICLR) (2022) 4.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the Interna- tional Conference on Learning Representations (ICLR) (2022) 4

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:20.834609Z

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.

source=pdf_text observed=2026-08-06T22:59:18.498303Z digest=sha256:c04ad4d5e7eaf5103add18f0efb5db970968c6a8af4295c7c3c8f133c6e6bd77

Observation 52cd61be-ebbd-4437-bd32-dd947b7a8071 · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Advances in Neural Information Processing Systems (NeurIPS)

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:20.820004Z

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.

source=pdf_text observed=2026-08-06T22:59:18.586952Z digest=sha256:dcc600fd0a22cd4741f624d57d4ddf6dd634dc86642e34da461e2d8865471034

Observation 7953b76f-9083-489b-8643-9865b172e0d3 · outbound

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

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-06T22:59:18.687840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:18.687840Z digest=sha256:74eeec46788171796dc027fccab3b67f89346f7959baa0549d509d23ade89468

Observation e3154854-a5c8-4520-aec8-2f6300ec29f5 · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS).

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Advances in Neural Information Processing Systems (NeurIPS)

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:20.801192Z

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.

source=pdf_text observed=2026-08-06T22:59:18.789000Z digest=sha256:1bc31619a663ba4919c8728273e33ac58b29cb99d541975652e5b89111813e46

Observation c31e6350-002f-408c-8f9c-60ffeee6004b · outbound

This paper cites Good Seed Makes a Good Crop: Discovering Secret Seeds in Text-to-Image Diffusion Models.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Good Seed Makes a Good Crop: Discovering Secret Seeds in Text-to-Image Diffusion Models

Reference 98

Resolution
unresolved
no resolver link, observed 2026-08-06T22:59:18.897775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:18.897775Z digest=sha256:03d5800a826b4480444710366adca14b3faf2988e1f4dbdd4d544bc7a8cd76c6

Observation 0767077f-f099-4ae2-8511-300bdd11ba77 · outbound

This paper cites In: Proceedings of the International Conference on Learning Representations (ICLR) (2022) 1.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations In: Proceedings of the International Conference on Learning Representations (ICLR) (2022) 1

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:59:20.781960Z

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.

source=pdf_text observed=2026-08-06T22:59:18.962716Z digest=sha256:3ef45c08f3140f54a20cd9f37a18d96af799ed7feea9447ee3485a43914f5615

Observation 0e7275e4-ada3-42ad-9f01-21261fb3e466 · outbound

This paper cites an unresolved cited work.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations Unresolved cited work

Reference 100

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:59:20.761084Z

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.

source=pdf_text observed=2026-08-06T22:59:19.050061Z digest=sha256:6eac0ef83001bfe8067c49664ae3279896a5515cd0a7503d0165d4bb7ec1daf1

Pith citing papers

Observation 53c9807d-d7ac-4838-b5e3-ab6a2fee8af6 · 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 Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-07-07T02:15:55.100663Z

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.

source=pdf_text observed=2026-05-16T19:30:32.314213Z digest=sha256:da9048ccf71e92f84d5c44e090f060aca45a803f8295bf3f1161dd2b0049314c

Observation a5ec8e0a-9ef8-4ad8-bfdd-56a829eca2fb · inbound

Boosting Text-to-Image Diffusion Models via Core Token Attention-Based Seed Selection cites this paper.

Boosting Text-to-Image Diffusion Models via Core Token Attention-Based Seed Selection Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-07-07T02:15:55.100663Z

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.

source=pdf_text observed=2026-05-20T06:25:32.694239Z digest=sha256:0f10acdc631ba442a9545daf1908e0a49e1d81b80811a96a31188999bd2aaad9