Paper Citation Record · LEDGER

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality

As of 8 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2508.09598.

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

pith.paper-citation-record.v1
2508.09598 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:04:47.444116Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

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

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

54 of 54 outbound references displayed

verified exact0
verified fuzzy7
unresolved47
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 733d3e82-d155-4bc8-af06-b66e639193c6 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:44.556691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9efe48b-970c-4912-9c98-ecfed014ba72 · outbound

This paper cites write newline.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:44.610025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36fedc4e-a86d-4278-af20-b5a3306bae6a · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.850939Z

Source-reported events for the cited work

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

Observation 33185b38-899d-4b38-96d6-70614e741a9f · outbound

This paper cites M.; Sun, P.; Shen, X.; Khan, F.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality M.; Sun, P.; Shen, X.; Khan, F

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:04:48.823226Z

Source-reported events for the cited work

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

Observation bb1a08a8-2488-4994-8358-c8bda08bd12c · outbound

This paper cites A Note on the Inception Score.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality A Note on the Inception Score

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:44.900934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5613e08-243c-4f50-8e91-45d29ac07c07 · outbound

This paper cites J.; Arbel, M.; and Gretton, A.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality J.; Arbel, M.; and Gretton, A

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:04:48.800714Z

Source-reported events for the cited work

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

Observation b646c921-3e0e-49eb-8d30-9de93ab655ea · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.773586Z

Source-reported events for the cited work

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

Observation 65f9252b-6892-41b5-b1ce-636b164f023c · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.749250Z

Source-reported events for the cited work

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

Observation d48c3f1f-6759-45c6-ab9a-81628aa5543e · outbound

This paper cites Flow Matching in Latent Space.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Flow Matching in Latent Space

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:45.305828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82252f4d-7f69-4f24-9fbd-9b2d50471446 · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.714866Z

Source-reported events for the cited work

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

Observation de71e6dd-eb99-4724-82ce-153e01678cef · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.693207Z

Source-reported events for the cited work

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

Observation 135bb300-7e7b-463c-8bb1-de361fc529a9 · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:45.525632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8922e4c3-e6f5-4197-9804-2f3b4ac0e0ee · outbound

This paper cites Seedance 1.0: Exploring the Boundaries of Video Generation Models.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Seedance 1.0: Exploring the Boundaries of Video Generation Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:45.597865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab8d9eae-af6b-4439-a988-c4245acc7ff3 · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.646770Z

Source-reported events for the cited work

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

Observation f8dcf52a-c312-4605-ba2a-1d66c88fb6d8 · outbound

This paper cites C.; and Woods, R.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality C.; and Woods, R

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:04:48.620015Z

Source-reported events for the cited work

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

Observation 360b39f6-1155-4fc7-a263-e4a592e5b9ef · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.594729Z

Source-reported events for the cited work

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

Observation d336d51d-dd82-4c4f-9eca-7755b63ea571 · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.571911Z

Source-reported events for the cited work

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

Observation 8a0ae808-b399-4bbd-8e3d-69d612001bae · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.550630Z

Source-reported events for the cited work

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

Observation 284c4c8f-19d4-4716-bb9d-878b55382048 · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:45.915512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b559c7ae-43e7-4ba3-963b-9dad246b91eb · outbound

This paper cites Classifier-Free Diffusion Guidance.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Classifier-Free Diffusion Guidance

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:46.031454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5526a2b-d575-42dd-bd1d-3b6b9b5640e2 · outbound

This paper cites ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:46.163900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d4a216c-fa9a-445a-8eed-35b35ab6ebc9 · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.508059Z

Source-reported events for the cited work

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

Observation d37b4bdb-50fa-49eb-afa1-b0d0527ea633 · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.486422Z

Source-reported events for the cited work

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

Observation 6486cf9b-18ef-4cb0-93b8-ecf4aa77c034 · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:46.466902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75208d32-f91f-4e31-b3a7-6d31f2ef1f26 · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.443354Z

Source-reported events for the cited work

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

Observation 47a43ff2-fbe9-4a34-a67e-88f8985baa16 · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.411798Z

Source-reported events for the cited work

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

Observation 934dea8c-fe1e-4ea8-ac3d-ff4dafa856b7 · outbound

This paper cites FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:46.800315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cfa6e64-c405-405d-9a6c-5821823bd3d7 · outbound

This paper cites Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:46.931475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c601960-b886-41b1-8829-1d87a65de966 · outbound

This paper cites T.; Ben-Hamu, H.; Nickel, M.; and Le, M.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality T.; Ben-Hamu, H.; Nickel, M.; and Le, M

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:04:48.386867Z

Source-reported events for the cited work

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

Observation 191059a0-0b86-4faa-a4c1-35e0d95d4a57 · outbound

This paper cites Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:47.249574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 385abd46-33ba-4adb-ba09-eda3f9453a43 · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.367541Z

Source-reported events for the cited work

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

Observation 5a51d04c-c36d-4f94-9066-b28c8465e5ad · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.345777Z

Source-reported events for the cited work

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

Observation b71d791b-91c6-495c-8ddb-3c987667db37 · outbound

This paper cites S.; Boffi, N.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality S.; Boffi, N

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:04:48.315408Z

Source-reported events for the cited work

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

Observation a7f72396-a747-409f-b8dc-9a19a84b8bda · outbound

This paper cites Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:47.316143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b3d7694-0078-48c6-aca8-18ffc767f232 · outbound

This paper cites Large Language Diffusion Models.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Large Language Diffusion Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:47.321688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5537de9e-3de9-4015-9c60-74e7c0504d79 · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:47.327657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b6578f9-9611-434b-ac8e-b4ebec045e6c · outbound

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

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:47.332913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d00f62c6-2633-4f98-9306-c208468cb5ab · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.266642Z

Source-reported events for the cited work

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

Observation c75c893f-1fc6-4ac7-9934-bfe9d5703c4b · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.239665Z

Source-reported events for the cited work

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

Observation c5b8b91e-65df-4caa-9bbe-0be62201b70c · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.211018Z

Source-reported events for the cited work

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

Observation 3617a73b-d782-4244-8280-eac173e9835d · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.172832Z

Source-reported events for the cited work

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

Observation a40f18bb-739b-4638-be54-28df0d9e165d · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.136862Z

Source-reported events for the cited work

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

Observation 9e635080-e709-4975-bc49-7890b61c09da · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.114985Z

Source-reported events for the cited work

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

Observation 2f8a78ad-a4e1-4b6f-bd26-9baeddef81c8 · outbound

This paper cites P.; Kumar, A.; Ermon, S.; and Poole, B.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality P.; Kumar, A.; Ermon, S.; and Poole, B

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:04:48.091248Z

Source-reported events for the cited work

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

Observation 70cc56db-c1c3-4fab-a6d0-4d830ac35639 · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.069714Z

Source-reported events for the cited work

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

Observation ed72f962-a4e5-424e-9a8c-20b22a446534 · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:48.043479Z

Source-reported events for the cited work

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

Observation 2ba62cf2-a367-42a4-bd45-31695fde57fd · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Wan: Open and Advanced Large-Scale Video Generative Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:47.398586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d542c00-f50e-4465-8818-c6fd57935ead · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:47.404467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a47137d0-4709-434e-a077-c75b864989f7 · outbound

This paper cites Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:47.410530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa7c1234-3c2e-4f2e-8c0c-273c49fa8450 · outbound

This paper cites MMaDA: Multimodal Large Diffusion Language Models.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality MMaDA: Multimodal Large Diffusion Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:47.417330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56473a8b-234c-483a-91f2-9e95c3debcf3 · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:04:47.995678Z

Source-reported events for the cited work

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

Observation 7ce2751d-5b03-4de7-aa65-882fbe8eccce · outbound

This paper cites an unresolved cited work.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:47.430466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77c0be1c-2012-47d5-8aaa-94a5519877c9 · outbound

This paper cites Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:47.437300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c64821ce-c64d-42df-902f-ccd8e042986c · outbound

This paper cites A.; Shechtman, E.; and Wang, O.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality A.; Shechtman, E.; and Wang, O

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:04:47.956215Z

Source-reported events for the cited work

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

Pith citing papers

No inbound Pith citation observations are available.