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Paper Citation Record · LEDGER

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching

As of 7 August 2026, this Paper Citation Record lists 100 of 103 outbound references and 1 inbound Pith citation observation for arXiv:2509.21912.

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

pith.paper-citation-record.v1
2509.21912 v2

Coverage vector

measured 100 of 103 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-18T14:13:48.523955Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-12T03:52:05.779559Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-12T06:51:29.885833Z

Reference resolution

100 of 103 outbound references displayed

  • verified exact30
  • verified fuzzy60
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ca7fb4e2-9e8d-45db-afa7-80ab40e69304 · outbound

This paper cites Building normalizing flows with stochastic in- terpolants.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Building normalizing flows with stochastic in- terpolants

Reference 1

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation d293e400-2453-4e6a-9ec7-311f16ce3cb7 · outbound

This paper cites Block diffusion: Interpolating between autoregressive and diffusion language models.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Block diffusion: Interpolating between autoregressive and diffusion language models

Reference 2

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verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.028167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 601221d2-a5b2-429e-8809-10243456a90b · outbound

This paper cites Structured denoising diffusion models in discrete state-spaces.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Structured denoising diffusion models in discrete state-spaces

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 972d86b5-8b52-439c-812a-8d3e1a9a0653 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 4

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verified exact
local_arxiv, observed 2026-05-18T14:16:27.714445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:32875cb2279f3be5e2eca1a13b37fa988523a68d4e7cc3e55afa5811dd694a21

Observation e5114113-4a25-4762-9d55-3e63fc09b52b · outbound

This paper cites Banerjee, Xin Guo, and Hui Wang.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Banerjee, Xin Guo, and Hui Wang

Reference 5

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:dc65fd4cf194add219060b17f9b3149ecc66d6fbd4c24c515fb75b50a7f0b142

Observation abe82b8b-1677-4b06-a970-16905208b027 · outbound

This paper cites From denoising diffusions to denoising Markov models.Journal of the Royal Statistical Society Series B: Statistical Methodology, 86(2):286–301.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching From denoising diffusions to denoising Markov models.Journal of the Royal Statistical Society Series B: Statistical Methodology, 86(2):286–301

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 06bcb0f2-e6e6-47ac-9851-8af6cbeb7f32 · outbound

This paper cites Improving image generation with better captions.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Improving image generation with better captions

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.022454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 0685f5f0-3051-4945-980e-0660d21ff5e6 · outbound

This paper cites A continuous time framework for discrete denoising models.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching A continuous time framework for discrete denoising models

Reference 8

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 5de49faf-561a-487e-98da-95627289acf4 · outbound

This paper cites Gen- erative flows on discrete state-spaces: Enabling multimodal flows with applications to protein co-design.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Gen- erative flows on discrete state-spaces: Enabling multimodal flows with applications to protein co-design

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 770b1f5c-a01b-44f4-a16e-2bc32731013b · outbound

This paper cites an unresolved cited work.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Unresolved cited work

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 7626d4d4-ad52-4e8f-aace-8112840aca56 · outbound

This paper cites Pixart-α: Fast training of diffusion trans- former for photorealistic text-to-image synthesis.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Pixart-α: Fast training of diffusion trans- former for photorealistic text-to-image synthesis

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 2026-08-06T06:34:29.942622+00:00.

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Observation 389a0d01-e9cd-4ebb-9cc6-87a051ad3e33 · outbound

This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-05-18T14:16:27.831021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation bf7c652b-a427-46d0-9d49-b5285bf40d4e · outbound

This paper cites MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-05-18T14:16:27.818944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 8e437234-3ca9-455e-a694-cee88a569e27 · outbound

This paper cites MobileVLM V2: Faster and Stronger Baseline for Vision Language Model.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching MobileVLM V2: Faster and Stronger Baseline for Vision Language Model

Reference 14

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verified exact
arxiv_id, observed 2026-05-18T15:27:52.297815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 92dd31ed-34e1-4fde-b672-4379994bb188 · outbound

This paper cites InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-05-18T14:16:27.815035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation dc87067d-9d02-4ca2-8027-86549cc97cb4 · outbound

This paper cites Diffusion models beat GANs on image synthesis.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Diffusion models beat GANs on image synthesis

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 1537087f-e0e7-45db-b470-f057cbf33dba · outbound

This paper cites Vlmevalkit: An open-source toolkit for evaluating large multi-modality models.Proceedings of the 32nd ACM International Conference on Multimedia.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Vlmevalkit: An open-source toolkit for evaluating large multi-modality models.Proceedings of the 32nd ACM International Conference on Multimedia

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 3b403c06-b6f5-4457-a5fc-88a25edc6761 · outbound

This paper cites Scaling rectified flow trans- formers for high-resolution image synthesis.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Scaling rectified flow trans- formers for high-resolution image synthesis

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.196601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation e58f9c57-a8c3-4744-a51f-a0a899f3a152 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-05-18T14:16:27.783031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation db96ca9e-b7e6-4723-98de-73258a2fc411 · outbound

This paper cites On the guidance of flow matching.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching On the guidance of flow matching

Reference 20

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verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.212135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 81ba24cf-4e23-496a-b277-15aa44399e95 · outbound

This paper cites MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-05-18T14:16:27.795402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation effaf3df-c9d9-4c02-a8c7-d35ccdb3a506 · outbound

This paper cites Discrete flow matching.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Discrete flow matching

Reference 22

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 5ee365ae-f6e6-4c2b-8c9c-dbd8c72cf1b5 · outbound

This paper cites SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-05-18T14:16:27.761609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation cc7c377d-11c8-475d-bf4d-17bb7b05592e · outbound

This paper cites GenEval: An Object-Focused Framework for Evaluating Text-to-Image Alignment.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching GenEval: An Object-Focused Framework for Evaluating Text-to-Image Alignment

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-18T14:16:27.787276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 0e5ee28e-9c23-47b7-8ff4-bc4835737c43 · outbound

This paper cites Edit flows: Flow matching with edit operations.arXiv preprint arXiv:2506.09018.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Edit flows: Flow matching with edit operations.arXiv preprint arXiv:2506.09018

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-18T14:16:27.791559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 1c2b1245-bf73-404a-8bb0-176e0be7f630 · outbound

This paper cites Denoising diffusion probabilistic models.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Denoising diffusion probabilistic models

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.031223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 0a77d984-78ce-4783-be51-b21e19795946 · outbound

This paper cites Classifier-free diffusion guidance.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Classifier-free diffusion guidance

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.152527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 882a9bf7-e6f0-4768-b967-06e24da946f9 · outbound

This paper cites Generator matching: Generative modeling with arbitrary markov processes.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Generator matching: Generative modeling with arbitrary markov processes

Reference 28

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verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.149635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:9d66ad8261f4a9e50bff755092f53fbd2f8554dbfa7e79e9db5fe8e45e4dda9e

Observation e8bd6d37-31e3-49ec-b39f-daeba137021e · outbound

This paper cites Gritsenko, Jasmijn Bastings, Ben Poole, Rianne van den Berg, and Tim Salimans.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Gritsenko, Jasmijn Bastings, Ben Poole, Rianne van den Berg, and Tim Salimans

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.144106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 990ed813-8f65-4727-8268-9189a77f89a6 · outbound

This paper cites Argmax flows and multinomial diffusion: Learning categorical distributions.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Argmax flows and multinomial diffusion: Learning categorical distributions

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.138327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 8546a3ad-6574-4cf5-84c7-f2e39055ddc9 · outbound

This paper cites Hudson and Christopher D.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Hudson and Christopher D

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.132729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:52f2f6ef30acda0db297479f2ed15cc56f620a961173df5e305106bc7a5de207

Observation 3e231cac-ebcd-484e-ab4b-a96003a8d6ca · outbound

This paper cites Unified language-vision pretraining in llm with dynamic discrete visual tokenization.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Unified language-vision pretraining in llm with dynamic discrete visual tokenization

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-18T14:16:27.733194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:0f9228214e0e2327c3603916eda642975b49d9707d153bb932d2d168802ec04c

Observation ede98e92-129e-47ee-b1b1-c691a502b45e · outbound

This paper cites Elucidating the design space of diffusion-based generative models.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Elucidating the design space of diffusion-based generative models

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.124236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:1fb01c0e5c0e74327ad62c3b68e7f9956e7454361dd3c203bfda4eecf125ae75

Observation 9f3e861d-0302-44f0-8096-79894fd6f040 · outbound

This paper cites Pick-a-pic: An open dataset of user preferences for text-to-image generation.Advances in neural information processing systems, 36:36652–36663.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Pick-a-pic: An open dataset of user preferences for text-to-image generation.Advances in neural information processing systems, 36:36652–36663

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.121678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:c5e4a26402bff3141158ad8ab6a5b6461ce2117f8606e056ef7afc8814ae9f62

Observation cb88515f-3206-4b0b-9140-3313519d5bfb · outbound

This paper cites Rush, Douwe Kiela, Matthieu Cord, Victor Sanh, and et al.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Rush, Douwe Kiela, Matthieu Cord, Victor Sanh, and et al

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.115640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:ceac7e68a6f8d852efa7e2ba8c8a5e18147b65950015d732cf78c007f2244577

Observation 369846b1-ad35-4636-aab6-2cb1bebd15b3 · outbound

This paper cites SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-05-18T14:16:27.770201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:8cc6dae5cb840db3240f0d28d5c27bc810b4a73feae009950e3e3cdea08b915b

Observation 056021b6-ec31-4ee8-b49a-27b70efbcc3d · outbound

This paper cites Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-18T14:16:27.779116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:3fc5bc3a14992fc49c82f9f1e78610732f6026ef9162252339a38576527927ad

Observation 8ff64334-3eed-4e81-b8cc-d7c4e0f68adb · outbound

This paper cites Evaluating object hallucination in large vision-language models.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Evaluating object hallucination in large vision-language models

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.135602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:4b7454a8454041364b61c2a4d38ef8d74b9f414b946e7085c0c2bee0d8c54901

Observation 54d24f58-a134-4e52-93ef-6e22b46634d8 · outbound

This paper cites Dual diffusion for unified image generation and understanding.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Dual diffusion for unified image generation and understanding

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.107664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:671a8491c9c5c80a84edd6d290d2b5be821b30c7bd9a17bfd5779addcb62ad66

Observation 11f340fa-798f-49b6-8925-5b46e29b0b87 · outbound

This paper cites an unresolved cited work.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-05-18T14:16:28.105012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:30d0a289efdd44451f47b38ac9efb8b039ee17f72505a415aa6e444d894d555a

Observation 9b5f0df8-191b-4807-9a14-2d31d349e139 · outbound

This paper cites World model on million-length video and language with blockwise RingAttention.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching World model on million-length video and language with blockwise RingAttention

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.066348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:1ea74f22ecfab0048f11f818230505bc28a4fc3423bb972088960d4f40cbd8ad

Observation 96ab1e6f-b5f0-4573-a547-d33e65d615be · outbound

This paper cites Improved baselines with visual instruction tuning.2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 26286–26296.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Improved baselines with visual instruction tuning.2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 26286–26296

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.098054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:1835381df01bdda463ab802324b9e91029b8f7dc815a340bed672e5a8617daa3

Observation 58fe3ae6-254a-434d-8440-4556bb1b611d · outbound

This paper cites Visual instruction tuning.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Visual instruction tuning

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.093272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:c0a574c3df2e05347a7acf340f101bcd4c97fadb32ed3801fd308d929c4429a0

Observation 5e7edfcd-8477-426a-a856-962b4153fbe2 · outbound

This paper cites Flow-GRPO: Training Flow Matching Models via Online RL.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Flow-GRPO: Training Flow Matching Models via Online RL

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-05-18T14:16:27.742299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:fa13a954c92a6bae6333bd2b38bebafb4760736a94454f9d3fb1f12f6f405e13

Observation 10bdebc2-c58d-4694-a26b-5b275dbcb7f0 · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-05-18T14:16:27.723833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:21ebd88bd034b36daeb5e0ca7bcf4279efbca65b9598a0bc0a5b5ff4dfb27026

Observation 2230a0e7-b620-44cc-9ada-7d932ae4c0f0 · outbound

This paper cites MMBench: Is Your Multi-modal Model an All-around Player?.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching MMBench: Is Your Multi-modal Model an All-around Player?

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-05-18T14:16:27.747478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:caebdec33e1dc1c6c98add85b1d24d4f9ab0820fd6aecd34a187501526edfe34

Observation 1473f30a-c2ee-437e-b3f5-4cd94de4ddb2 · outbound

This paper cites Discrete diffusion modeling by estimating the ratios of the data distribution.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Discrete diffusion modeling by estimating the ratios of the data distribution

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.090943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:ee8c1d522c9ac9028fd1f2e64f48c4c7432c130cf775985a314eb5e0719a9731

Observation cd46ae99-4ffb-4303-8c68-8208a567df9b · outbound

This paper cites Contrastive energy prediction for exact energy-guided diffusion sampling in offline reinforcement learning.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Contrastive energy prediction for exact energy-guided diffusion sampling in offline reinforcement learning

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.088600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:4508047d13e7d231b40262ea46e32115e67f77e47ccce866c455d8dc8c44522c

Observation cf5fcf51-1179-4195-adb8-43ac8dc913dd · outbound

This paper cites Concrete score matching: Generalized score matching for discrete data.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Concrete score matching: Generalized score matching for discrete data

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.102689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:5245b2e06e117aa736c11126bbdd6b2a75475b2ec032db9c1d7d4ff0710e3745

Observation 9ff7a525-6fc6-4e9f-b6ae-d509ff07f5c7 · outbound

This paper cites Scaling up masked diffusion models on text.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Scaling up masked diffusion models on text

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.100320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:d47da19dc99a294f443f5266e515d35dec683781397c27acb259d70b652be016

Observation 78593696-7dd7-40b8-931f-3693697592dc · outbound

This paper cites Large language diffusion models.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Large language diffusion models

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.063506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:826a9da1e56b8980a84b6bf47a4faf3184de96c2303e54d9316d25753ae48ba1

Observation 95da5cd1-3c7e-43ca-a614-aa1bc33e8910 · outbound

This paper cites Unlocking guid- ance for discrete state-space diffusion and flow models.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Unlocking guid- ance for discrete state-space diffusion and flow models

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.126923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:d4c097acfce98bfc3f0f5e46c3b42794330d7d0c800e5f0a0077e42924c22252

Observation a71567ce-b06a-4007-94b2-a8b6dc7d6118 · outbound

This paper cites Cambridge University Press.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Cambridge University Press

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.081689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:c2fbc3d64ef88d518eab57db49578dabe41e02eab9d7a8d2e67cdf7ee794b168

Observation 333fe8d9-c334-4c8f-ad2b-1840cdf94a98 · outbound

This paper cites Your absorbing discrete diffusion secretly models the conditional distributions of clean data.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Your absorbing discrete diffusion secretly models the conditional distributions of clean data

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.072008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:b193272e126cc788dcae42b18b56eec3ca788ab6d4f5f4ade5ed33a16235f310

Observation 911a902d-8225-4a2c-838e-fbf4d41e9092 · outbound

This paper cites Training language models to follow instructions with human feedback.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Training language models to follow instructions with human feedback

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.079592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:d9a710795ca5ad1b651629d826b978ec0b063c756e1a3b07cf9272d4258c2ddc

Observation 367a5439-23df-4da5-b6ba-dc133e361734 · outbound

This paper cites Transfer learning for diffusion models.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Transfer learning for diffusion models

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.110360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:19e6173e431bf2bc09eaf290ee989cf4a4854ee83dbbee91f9bfccef6df57358

Observation 9eba07aa-a61a-4add-927c-87c7e987ebc5 · outbound

This paper cites SDXL: Improving latent diffusion models for high-resolution image synthesis.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching SDXL: Improving latent diffusion models for high-resolution image synthesis

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.113029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:c8823fa4d0700744a4841a15fa765475aeea059db1d4a11b151dcf90c934c47c

Observation c7f230ac-bace-4935-af57-0ffe86054eed · outbound

This paper cites DeFoG: Discrete flow matching for graph generation.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching DeFoG: Discrete flow matching for graph generation

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.069211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:ea52863f25b6a9f7b31e6ce050946e3694376091d353010975cd67e92aaee391

Observation 791f1bdd-9faf-45cb-90a1-dab5ddc316d3 · outbound

This paper cites Du, Zehuan Yuan, and Xinglong Wu.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Du, Zehuan Yuan, and Xinglong Wu

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.129441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:cfde48ac112b04d5a4d8d4b87d16a95acc90f5118c4bc590ea1e0fd6fbfc1df5

Observation a2ef4479-4e82-471b-b525-df78e0d2a466 · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Direct preference optimization: Your language model is secretly a reward model

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.057525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:7fbdd4884f94463255fd38d0246e6e798263cb3c5106b9d5915d7f623a0458ac

Observation ecd62811-9ea4-4a21-8053-6e8394b54a91 · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 61

Resolution
verified exact
local_arxiv, observed 2026-05-18T14:16:27.737797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:0fd7c2e61c98d1acd5f96cd2fd7d40c13734b88af0e0424772b373e1309ed551

Observation dd8ddc02-c709-4ed1-8378-56d0e4640a07 · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching High-resolution image synthesis with latent diffusion models

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.060807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:fc46ab4a917af67433b09665c24398be6d47fd90f2530283c362f5fd6d5ae501

Observation ce4e4dc6-e748-4af2-9017-27e56ddee525 · outbound

This paper cites Simple and effective masked diffusion language models.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Simple and effective masked diffusion language models

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.118666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:41a788da85e309dde4ef8169c5978444deb51606321d1278dac98f5201670368

Observation e6573c5f-3120-4cc9-95b8-42fa485b5a3b · outbound

This paper cites de Almeida, Alexander M.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching de Almeida, Alexander M

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.083693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:5a38851e249bef59ac784d17db22cb6b5e0c7f943ffe48933cc01b18db280eaf

Observation 64709d5f-123c-4db6-84cc-8a2679d70fdc · outbound

This paper cites an unresolved cited work.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-05-18T14:16:28.146880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:c39d66640910d5b7c7aa147e352f654c06de1f8a85da82ed2e95411acaf6b57c

Observation bf13f21e-d2e9-4c35-af91-d67bd3d1666c · outbound

This paper cites Simplified and generalized masked diffusion for discrete data.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Simplified and generalized masked diffusion for discrete data

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.048281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:0ed635f6c11b269db8aec5191cb8ed1607b2d13020aab931b748b863fedcd554

Observation c39431a5-23bc-44c8-ba7b-e7567360bb28 · outbound

This paper cites Training and inference on any-order autoregres- sive models the right way.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Training and inference on any-order autoregres- sive models the right way

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.141218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:30fbe079ce7aaee5f781da1893c258c1c5c7f5ce3183ac461a8f9f7c7ada9366

Observation 31d85aa1-f18d-47f9-8164-91bcc4124f6d · outbound

This paper cites Deep unsuper- vised learning using nonequilibrium thermodynamics.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Deep unsuper- vised learning using nonequilibrium thermodynamics

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.086142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:62984b045aff155ef0f829b9d7b0f751e7b738d0d84c97b3a5b73a1c9e17684d

Observation eb0a050b-4743-45f1-bf17-fc5bd341bded · outbound

This paper cites Denoising diffusion implicit models.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Denoising diffusion implicit models

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.074614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:4ddc7b8168e939ff169ac54beb605a7f438eba482ea69ff23ae2d4a28e515997

Observation 99fd65dd-e348-45a3-b01a-4b2933c294a6 · outbound

This paper cites Score-based generative modeling through stochastic differential equations.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Score-based generative modeling through stochastic differential equations

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.054500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:7211862b74e5e8bfff06d1a0dda5d86547da65de763df4f061f66333abc6f92c

Observation 615fb273-68c9-4d3d-ac00-392251ac1342 · outbound

This paper cites Score-based continuous- time discrete diffusion models.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Score-based continuous- time discrete diffusion models

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.051148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:b8d1c78633a8f8f693f384a8d4cc935d0e0211f69a1da3110d3a66b34def1a89

Observation 2121a67b-2a82-46ba-b2c3-a3cb3928b3c6 · outbound

This paper cites Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 72

Resolution
verified exact
local_arxiv, observed 2026-05-18T14:16:27.718923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:043101f1ceae5d7b0a60768322f2795f3dc79ac5d45e9e7083a6b998125f3f40

Observation a106f2b8-23c9-442b-8c56-4e16453cb9cc · outbound

This paper cites Unified Multimodal Discrete Diffusion.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Unified Multimodal Discrete Diffusion

Reference 73

Resolution
verified exact
arxiv_id, observed 2026-05-18T14:16:27.807390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:c1b272bd882c98d0ceb7e0ba7f617cc1a3e75ebecf4ceac612c7a5c415a2d1b6

Observation db06d8a3-e1d0-4a1f-aebe-11f1d3797b8a · outbound

This paper cites Chameleon: Mixed-Modal Early-Fusion Foundation Models.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 74

Resolution
verified exact
local_arxiv, observed 2026-05-18T14:16:27.838871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:109dd1c01959b586beb12734a6499b1292fc08821f1520d0ae6d576b02d545c4

Observation 79b57fb5-fbb0-4daa-9ffd-cb6b926534d6 · outbound

This paper cites MetaMorph: Multimodal Understanding and Generation via Instruction Tuning.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching MetaMorph: Multimodal Understanding and Generation via Instruction Tuning

Reference 75

Resolution
verified exact
local_arxiv, observed 2026-05-18T14:16:27.835122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:ebdeaece31c0108ad5a64c36980f39fc8a03d2cd3dcdc048be08786878eae459

Observation 4ab66ecf-e699-40ef-bcb2-7d5b16ef43b5 · outbound

This paper cites DiGress: Discrete denoising diffusion for graph generation.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching DiGress: Discrete denoising diffusion for graph generation

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.214625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:37c4dca394c0a684ff5d87caa280289e52ef73904fbe12380526bca99cba70e8

Observation dbabc6ae-253a-4a84-af00-9a0b29091d0a · outbound

This paper cites ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance

Reference 77

Resolution
verified exact
arxiv_id, observed 2026-05-18T14:16:27.827544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:5fcb2e64c34892490d701b4c01b68178009a33a287efab05c1aa6d44cf99feef

Observation 5fab91ed-cdb0-4945-9d2e-f0487e0dbc96 · outbound

This paper cites FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities

Reference 78

Resolution
verified exact
arxiv_id, observed 2026-05-18T14:16:27.823170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:f5e22446018d78336a66e48d64f5540e2e21dbef318972d592f5a213810b2ceb

Observation b1b1703a-3a63-44b3-83d6-65d0529a49d3 · outbound

This paper cites Emu3: Next-Token Prediction is All You Need.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Emu3: Next-Token Prediction is All You Need

Reference 79

Resolution
verified exact
local_arxiv, observed 2026-05-18T14:16:27.765411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:09d3ca4e553fd11c0d57c023015db9bc8f56582a74ef3db0ea7a4822871e977a

Observation 4a30a6c0-3037-4128-a4a4-4f6e4691e410 · outbound

This paper cites Janus: Decoupling visual encoding for unified multimodal understanding and generation.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Janus: Decoupling visual encoding for unified multimodal understanding and generation

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.209422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:0ab2fba23524c4601c0a73dfcb8162b7d4ec7dfe1443fdf2a792cf9d3251919a

Observation 136e88e8-22be-4694-a89e-439b06440d5b · outbound

This paper cites VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation

Reference 81

Resolution
verified exact
local_arxiv, observed 2026-05-18T14:16:27.757642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:838aaa232015cca9756c7a2d32e6aae2fd85588a99955bba2886bee334983466

Observation ae7c0cff-c735-4f4c-a86e-f20f22c2d5f0 · outbound

This paper cites Show-o: one single transformer to unify multimodal understanding and generation.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Show-o: one single transformer to unify multimodal understanding and generation

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.207031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:1f9929e3f1a6cf098594691ed13150db35246d8941cb088eca3e737060acec05

Observation fef952f2-3797-49a6-a50f-cf81e24ba9ed · outbound

This paper cites MMaDA: Multimodal Large Diffusion Language Models.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching MMaDA: Multimodal Large Diffusion Language Models

Reference 83

Resolution
verified exact
local_arxiv, observed 2026-05-18T14:16:27.810932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:a6d4679459d2d7d3d1e9eb0f1b568fadb22ba99e4ddba876f6d8214a6db0d88e

Observation c8ad4574-a819-40a9-8583-4f0c8442f4ca · outbound

This paper cites MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities

Reference 84

Resolution
verified exact
local_arxiv, observed 2026-05-18T14:16:27.803386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:b6b8d79d9e006251221b65e3198b9824e09208502a1c5c6e58b3677fe92c6e6f

Observation d598fd92-7b75-4712-b031-78419c635b1c · outbound

This paper cites an unresolved cited work.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-05-18T14:16:28.201510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:8bccd1c02bd9833311484daaed9af9583f5d307a71310fa315b91568acddac41

Observation a55a4534-7833-4715-ba89-61c7a972ae7b · outbound

This paper cites Energy-weighted flow matching for offline reinforcement learning.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Energy-weighted flow matching for offline reinforcement learning

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.198960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:5ee0bddb784f228739510e2c1b868aa05cf4a1617de502ff91a27e58bf33390d

Observation a5de9092-09f2-49dc-a7be-d917e547756a · outbound

This paper cites d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning

Reference 87

Resolution
verified exact
arxiv_id, observed 2026-05-18T14:16:27.799777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:68240c2c6a74d1c6bcad18200dfa36f8c57b7cefa97e10b0281bfb1533a8030f

Observation 80d1ede3-5368-4d56-8eb8-10362166685c · outbound

This paper cites Guided Flows for Generative Modeling and Decision Making.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Guided Flows for Generative Modeling and Decision Making

Reference 88

Resolution
verified exact
arxiv_id, observed 2026-05-18T14:16:27.752711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:d397e4cc2c6fa8a93b36f4f6d334dee3a606ed6db46f081ad636abb0535fa641

Observation 3c102698-4d6b-429d-966e-9b969bbe71ca · outbound

This paper cites Transfusion: Predict the next token and diffuse images with one multi-modal model.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Transfusion: Predict the next token and diffuse images with one multi-modal model

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.077305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:36f20be134c88b00212169c97d030f82021591be3b91c876564e425aad7714cd

Observation 7e664a05-0d5e-4166-a1d2-ed58d65ef2a7 · outbound

This paper cites LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models

Reference 90

Resolution
verified exact
local_arxiv, observed 2026-05-18T14:16:27.774532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:15dbf9055544af33fcae337b5cb469d33fee248eabcedb137eaef99316702fee

Observation edc1043f-1089-4d52-9c32-d9e4e67b6d63 · outbound

This paper cites LLaVA-Phi: Efficient multi- modal assistant with small language model.Proceedings of the 1st International Workshop on Efficient Multimedia Computing under Limited.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching LLaVA-Phi: Efficient multi- modal assistant with small language model.Proceedings of the 1st International Workshop on Efficient Multimedia Computing under Limited

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.191632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:11a503a67906329745666b113e442ce4df0150b92ca6bc57e9eb314cd0ba2245

Observation e4917b7e-7a74-49b1-b42c-aa28d23293c8 · outbound

This paper cites an unresolved cited work.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-05-18T14:16:28.186528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:d851549a1926e20d08804a317d3cd1661294a6da403b9236b92ca491d0d01727

Observation e3433ff0-3358-4b4f-9242-dfb054163c2b · outbound

This paper cites an unresolved cited work.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Unresolved cited work

Reference 93

Resolution
unresolved
raw_fallback, observed 2026-05-18T14:16:28.183834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:d1f899acf739c77b4b80d935c7802da48ab35c0a003aac55cd8c15c3f734b216

Observation e2262934-3c74-47e2-a18f-2ca2a074b476 · outbound

This paper cites an unresolved cited work.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Unresolved cited work

Reference 94

Resolution
unresolved
raw_fallback, observed 2026-05-18T14:16:28.178643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:d2ff1b4b74b14adf4acc60e23d82fa5ed2c6fe141e6cb98682feb9a1666abda0

Observation 63c5e5aa-7840-4708-8145-f935a4901a82 · outbound

This paper cites Following the discussion in Section E.3, the formulation above can be viewed as a special case of discrete flow matching.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Following the discussion in Section E.3, the formulation above can be viewed as a special case of discrete flow matching

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.175733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:fed74d4f534450099d3ab9be87ddae7633b806f8f1f3ed565093dc1b7ef69fa4

Observation bd3bc7ab-18c0-4853-9c3c-a14776115f83 · outbound

This paper cites an unresolved cited work.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-05-18T14:16:28.172750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:6a1e01ac8667dce0169e9c8989d17008c968bcb8e7f6d8f42826ee44ab19d4c0

Observation 8cf19ca0-44d3-416b-8496-ab6078fce46f · outbound

This paper cites !|#$(!!$|!)on distribution p(!) Pre-trained model3#|!%(0#%|0) Conditionalvelocity field,!(.,0|0#) Target velocity field,!&(.,0) !0 !+ℎ 1 !&'(|&.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching !|#$(!!$|!)on distribution p(!) Pre-trained model3#|!%(0#%|0) Conditionalvelocity field,!(.,0|0#) Target velocity field,!&(.,0) !0 !+ℎ 1 !&'(|&

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.169355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:bc8e3cd40c76f239cc72f2e330fa723f602c3b2877c17de3e373ac61e7d6b0c7

Observation e2832f54-7e01-450d-b205-ffca3ac3a1be · outbound

This paper cites an unresolved cited work.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Unresolved cited work

Reference 98

Resolution
unresolved
raw_fallback, observed 2026-05-18T14:16:28.166158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:5fa0eb1c0f12c76f117a2c571e295b72077aa90890d1bbc5935c36152040f396

Observation af7ccabf-be2b-44a0-8359-ebef8fef60c1 · outbound

This paper cites an unresolved cited work.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-05-18T14:16:28.193962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:d4db38c27eea86879ecde92694bf1dd29243d114cf6aab2d233504e823d4607b

Observation a89e9edb-2fe9-48f0-86df-dd10e68299b0 · outbound

This paper cites The sampling algorithm can be found in Algorithm 3, and the overall framework is illustrated in Fig.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching The sampling algorithm can be found in Algorithm 3, and the overall framework is illustrated in Fig

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T14:16:28.162762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T14:13:48.523955Z digest=sha256:d0f91ceae4b419cbc8b664946f00729dd753049115111624bc6f09354d47514a

Pith citing papers

Observation 6c1c557b-cbc4-43c2-ae3b-993075814953 · inbound

dFlowGRPO: Rate-Aware Policy Optimization for Discrete Flow Models cites this paper.

dFlowGRPO: Rate-Aware Policy Optimization for Discrete Flow Models Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching

Reference 119

Resolution
metadata mismatch
local_arxiv, observed 2026-05-12T06:51:29.888109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-12T03:52:05.779559Z digest=sha256:91e13a635b4652363591a7c6af15df49c764889105cef1db715803c6b39a1c39