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Paper Citation Record · LEDGER

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment

As of 10 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2502.03512.

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

pith.paper-citation-record.v1
2502.03512 v2

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T04:46:25.632553Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

56 of 56 outbound references displayed

  • verified exact0
  • verified fuzzy26
  • unresolved29
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6d5811df-5095-4bc3-b6e6-61e323151f2f · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 1

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raw_fallback, observed 2026-08-09T04:46:26.491153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation a093410b-1a68-45cb-8e43-dff26e71fe5e · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 2

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raw_fallback, observed 2026-08-09T04:46:26.477132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 5b743454-344d-4509-87b4-1d17bc15be95 · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 3

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raw_fallback, observed 2026-08-09T04:46:26.463438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 165d9e02-9e7a-406c-a170-95c1ad959944 · outbound

This paper cites IEEE Transactions on Big Data, 7(3):535–547.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment IEEE Transactions on Big Data, 7(3):535–547

Reference 4

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.411240Z digest=sha256:d37d68d31778e0bb15d38dda6925b556096e9347a2450756b1177ad8c26023ff

Observation df29b9aa-b877-45a7-8397-8e4a6a98ac19 · outbound

This paper cites Artistic Freedom: Ensures factual accuracy without restricting creativity.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Artistic Freedom: Ensures factual accuracy without restricting creativity

Reference 5

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verified fuzzy
raw_fallback, observed 2026-08-09T04:46:26.392467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.483664Z digest=sha256:5c87488d8984007f553b566a354214900fa00edea68458d24e44ab241ee8f811

Observation fc7ef994-c183-4f10-8156-caf1c3886fec · outbound

This paper cites Let's Verify Step by Step.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Let's Verify Step by Step

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-09T04:46:25.421074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:46:25.421074Z digest=sha256:4e710c14681d374d15537590b03ed978b9665038155e605d84309e8386315236

Observation 58f969a3-a7ef-474b-9979-c4d716632fbf · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 12

Resolution
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no resolver link, observed 2026-08-09T04:46:25.448268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:46:25.448268Z digest=sha256:99d2df9019d78bbc04417b44a74026628f4916ebced166591d186b339806593e

Observation 5cfcb7ec-6b87-406c-ba2a-aea4def59012 · outbound

This paper cites Artistic Freedom: Ensures adherence to user instructions while allowing creative reinterpretation.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Artistic Freedom: Ensures adherence to user instructions while allowing creative reinterpretation

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:46:26.449582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.465686Z digest=sha256:00cdebe3dfd80f89b00a1ecf42c6aadfaf43c1ae5d20724c70dd11ad1c48ff44

Observation 94bbfe75-a5ed-4370-aae4-b461aaedbb8f · outbound

This paper cites Neutrality: Balances generating emotionally evocative images with unbiased representation.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Neutrality: Balances generating emotionally evocative images with unbiased representation

Reference 17

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raw_fallback, observed 2026-08-09T04:46:26.435024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.470994Z digest=sha256:6904a60e83ce70c844a161eec16975b642873fbe0b4a75bd6766865eae3867a1

Observation 06f4076c-62ae-4a41-81ba-dc09081a6a94 · outbound

This paper cites Artistic Freedom: Maintains photorealism while allowing artistic stylization when appropriate.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Artistic Freedom: Maintains photorealism while allowing artistic stylization when appropriate

Reference 18

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verified fuzzy
raw_fallback, observed 2026-08-09T04:46:26.420960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.475332Z digest=sha256:a2d8f66737f03058008900698a48fa4a1dc54db77e3a29d69db4e82996bfa53b

Observation 11e5c46a-a338-423d-91e9-e4912fe662ef · outbound

This paper cites Referentiality: Promotes unique outputs while avoiding style plagiarism.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Referentiality: Promotes unique outputs while avoiding style plagiarism

Reference 19

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verified fuzzy
raw_fallback, observed 2026-08-09T04:46:26.406143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.479548Z digest=sha256:9ed90ee2187dad2ccd8bb3b3cbe1316242d9bcf24bc8985803422245b42a9679

Observation c52017b0-9bae-45e4-a458-29b1a39fd16d · outbound

This paper cites Artistic Freedom: Preserves respectful cultural representations while fostering artistic freedom.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Artistic Freedom: Preserves respectful cultural representations while fostering artistic freedom

Reference 21

Resolution
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raw_fallback, observed 2026-08-09T04:46:26.378558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.487769Z digest=sha256:ea459c34482c9fd3658ae8c221262c0fc04adf8e8add82497462e18e0d179380

Observation 0baa00ec-8d95-4f1a-8d7a-7dcba9a46e64 · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:46:26.364237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.492198Z digest=sha256:2d44215b8ea39cbf9fd3507db3aef3a2bebe911157ca1c13a77434fd6cc2fc8f

Observation a4f449b0-c2c0-4203-a159-e7177cf4e57c · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:46:26.350500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.496344Z digest=sha256:0c11ee496b330253699d36e89de5b11096b4a033333c3ea1d0c52618d7cbaca9

Observation 385c3d68-49a3-416a-8293-d68e9269ba2d · outbound

This paper cites Output Format: Faithfulness Score (1-5), Artistic Freedom Score (1-5), Observations (Text).

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Output Format: Faithfulness Score (1-5), Artistic Freedom Score (1-5), Observations (Text)

Reference 24

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.500509Z digest=sha256:cc587f917169ae53eaedae24a400d4113462203f3ea833c161fd688cb032bc35

Observation ab34137a-47bb-467f-ada5-25036afd048a · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 25

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raw_fallback, observed 2026-08-09T04:46:26.320790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.504851Z digest=sha256:6f49230f8b71af1f4b983eb3cc48621878f336b95f9ae5fe041d7475ffb875fc

Observation 58863aec-f5db-4ea5-bc60-77d635671e8f · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 26

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raw_fallback, observed 2026-08-09T04:46:26.306527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation fdd8a382-ab61-420c-bb89-bf594e74d3c3 · outbound

This paper cites Output Format: Emotional Impact Score (1-5), Neutrality Score (1-5), Observations (Text).

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Output Format: Emotional Impact Score (1-5), Neutrality Score (1-5), Observations (Text)

Reference 27

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.513254Z digest=sha256:bf0a501b5178341176be1e5ae8da3654a2d995ca9dc0b0af61b0654f7eb810dd

Observation 2a946f5a-a373-4fd6-9c11-cab78b82d2c7 · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 28

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raw_fallback, observed 2026-08-09T04:46:26.267696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.517559Z digest=sha256:7ee01a52d85c9b6db3d04d52581c4aa9537d3ef10c11bbdb44340a1c8cf38acb

Observation 1669a018-b9a5-421b-b277-18c4bef72b46 · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:46:26.247290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.521768Z digest=sha256:1f8425b35d2c077850d289d9389755ec1bf4f085a4815d5618e598a8c9d1190b

Observation 86b8fd7b-4034-4ac1-a821-44b1bfd635b8 · outbound

This paper cites Output Format: Realism Score (1-5), Artistic Freedom Score (1-5), Observations (Text).

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Output Format: Realism Score (1-5), Artistic Freedom Score (1-5), Observations (Text)

Reference 30

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raw_fallback, observed 2026-08-09T04:46:26.230434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.525582Z digest=sha256:843ddf6a0e07eaa6bc39ee4d302902c92c896848f93a33ba72ec6d6d5554ea61

Observation a9195f11-00ea-4043-9ee2-37875b400dce · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:46:26.213322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.529964Z digest=sha256:7b03433f5a537fd08d6b66c5f1a3996b8b478fb1a6840a2e60c184a9b61f81ba

Observation 0951cb29-cb41-401f-99cc-4204fea7b81a · outbound

This paper cites This ensures sufficient variation in artistic and real- istic interpretations of the same prompt.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment This ensures sufficient variation in artistic and real- istic interpretations of the same prompt

Reference 32

Resolution
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raw_fallback, observed 2026-08-09T04:46:26.195043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 75c6167b-22d4-4941-85da-8c2a055315b1 · outbound

This paper cites See Table 1.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment See Table 1

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:46:26.177595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.537875Z digest=sha256:5b23ee0c5bf123b2d8442e8b2ecb13d9c98ad436edd09ba83796e2284257f4aa

Observation 3ce7c6e0-1887-4466-b750-3417a1fe6468 · outbound

This paper cites Each annotator is assigned 5,500 images to ensure comprehensive coverage of the dataset.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Each annotator is assigned 5,500 images to ensure comprehensive coverage of the dataset

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:46:26.161020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.541993Z digest=sha256:5073a4de733f7cfb4995de96da94d321eca440e138428f01e495b7b9d2162a63

Observation d87a51c9-878a-4f65-a85b-49eb272c72d1 · outbound

This paper cites – Improper color rendering or other significant quality issues.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment – Improper color rendering or other significant quality issues

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:46:26.142485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.546091Z digest=sha256:4f942f74fe8cb0cd84b4994153f61b69251aa9f9a47a1c05f085658ed73644ab

Observation e0d598f7-9b09-4463-8054-6dddaaba4090 · outbound

This paper cites in.visualart.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment in.visualart

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:46:26.125563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.550414Z digest=sha256:0ba6614d9073ba4dc6fdc722a9b9868f4c525069da51b7755dcb9d22dd3265eb

Observation 66299047-f770-4c94-9712-281c18f364e8 · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:46:26.108214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.554734Z digest=sha256:0c0d161c90bb0320012ca70be8315d17bf306bb22021e7c807f180fcea4209ed

Observation c0c64bce-1892-4dbe-90f1-e88c62701294 · outbound

This paper cites • ωa represents the priority or weight assigned to each axiom a.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment • ωa represents the priority or weight assigned to each axiom a

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:46:26.077986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.558800Z digest=sha256:0f6a6449c275418fab7b28a51a2da209495f6e4745f21d6b7cb8a83afb959cfa

Observation 2c5de0d4-e843-4bce-8609-6064e7b5f29f · outbound

This paper cites For example, increasing Artis- tic Freedom may reduce Faithfulness to Prompt, but Pareto efficiency ensures that these trade-offs are optimized globally.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment For example, increasing Artis- tic Freedom may reduce Faithfulness to Prompt, but Pareto efficiency ensures that these trade-offs are optimized globally

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:46:26.062181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.563519Z digest=sha256:2ed29fc0837cb432f2af5629d3433d16cec4a526c5fc1b9600902fa512e1c784

Observation 10a788f8-fe4e-4525-93c2-524c18409479 · outbound

This paper cites - Separate learning rates are employed for the image encoder and text decoder to account for modality-specific training dynamics.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment - Separate learning rates are employed for the image encoder and text decoder to account for modality-specific training dynamics

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:46:26.046497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.567662Z digest=sha256:7fab0eb05d5375e10701e712e8a0215ddb391bd8026c9f4791b84fc41c582161

Observation e5ab1c65-de40-4e21-a628-0abd42ffd86d · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:46:26.030502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.571869Z digest=sha256:987a7c7e5437b31a75eb772ebaa63f62e749ec4b7cb7f67b36960f9a65a7dbc7

Observation 96eac682-8b4b-438a-8df6-3dd0cac0c850 · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:46:25.998973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.580262Z digest=sha256:7878c21662235ae5f87f65dd60f9491a41f0eb4dfdd08ffed9d10de3a005c6d3

Observation 604b7d0a-1dca-4e49-b691-486a557c93a9 · outbound

This paper cites • Aggregate losses with the synergy function (S(I)) for global optimization.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment • Aggregate losses with the synergy function (S(I)) for global optimization

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:46:25.984215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.584176Z digest=sha256:cc7affb42e9b568c9491e0fdcce7b54033a3a4dfbc59f252dcf5ff0f033d2354

Observation 2b115dfd-c9dc-4414-b1cc-2172b5944fe1 · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:46:25.969573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.587846Z digest=sha256:963dce643321f7597979172bca82d72b06afa6a2f7d6353ccf86a9186a7b1af2

Observation 75446bd7-844e-4163-aa41-a85008d5dda4 · outbound

This paper cites D.5 Computational Resources • Training is conducted on NVIDIA A100 GPUs with 40 GB memory.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment D.5 Computational Resources • Training is conducted on NVIDIA A100 GPUs with 40 GB memory

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:46:25.954700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.591762Z digest=sha256:a58ce640cdaa84d616a3218002a77462b3c191834804d51ac010e4130ca32546

Observation f19f97e9-0639-40f4-a31a-ad211d92e740 · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:46:25.924301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.600681Z digest=sha256:176044478b09cbf33b76b48b19bf2c0b38aeff7ae6ceba858d1148029c94e236

Observation eeaa83b1-c94c-4f23-a297-a4a8497702a6 · outbound

This paper cites The similarity metric is cosine similar- ity: Sim(Igen, Sretr,k) = cos(ECLIP(Igen), ECLIP(Sretr,k)).

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment The similarity metric is cosine similar- ity: Sim(Igen, Sretr,k) = cos(ECLIP(Igen), ECLIP(Sretr,k))

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:46:25.908923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.604675Z digest=sha256:c7c1a353a08dbee03608fdfa6a8e2d6e50e4fca8a61eca1657c09a609b21c00a

Observation ee32f8c8-027e-4f0f-8df4-7e2977f52d3c · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:46:25.893235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.608568Z digest=sha256:b9686a93c39bc6ffee230949446094a18871dc6d373d06c82922b7c1574b2686

Observation a3b38c0b-fdd7-44c9-b852-3e7df74e7968 · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 51

Resolution
parse uncertain
raw_fallback, observed 2026-08-09T04:46:25.876581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.612593Z digest=sha256:95f1b02582885e7a4f4c84ecd03d6924b8739381c726ba544b95da7ec6253b02

Observation f60ac450-7f63-4a15-8ab2-8920e27ee1da · outbound

This paper cites , E(Pk)}, where k is the total number of sub-prompts.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment , E(Pk)}, where k is the total number of sub-prompts

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:46:25.860289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.616858Z digest=sha256:b98bf0c9995e21d910c631e344757b72704716e66bff50bb9cddee6186037ded

Observation a6a04814-578e-4c02-87c8-e8a2ad65da5d · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:46:25.845063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.620906Z digest=sha256:1036cff5ee54174daec10b9dba4936f6a65bf36e992178ef29e8b67290ddce5a

Observation 5be1d44d-cecf-438b-8ee5-27251dd780ad · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:46:25.830877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.624782Z digest=sha256:f57837859ed73386d13fbf7f1efbdf81dbc89157a244b3af09416809cf2e3936

Observation 4875f56e-f9b5-4901-ad9d-f73d6d449b73 · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:46:25.816365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.628509Z digest=sha256:c641cad934c8378ff6aebbebecb00e551d39bc3a43ed0b49d8da405d824bac02

Observation ad98bda8-8ad1-4dc6-bcd0-e0eb053b8133 · outbound

This paper cites Generate an image of a Japanese garden during spring.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Generate an image of a Japanese garden during spring

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:46:25.801310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.632553Z digest=sha256:fe6372e6b6063e76fc4e239205e71bd702c7a79d8e6726d1baae401c1c9d901c

Observation 1759d33a-0ae4-461a-9463-0953fbe910e7 · outbound

This paper cites Haotian Liu, Wenhui Dai, Chunyuan Yang, et al.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Haotian Liu, Wenhui Dai, Chunyuan Yang, et al

Reference 755

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:46:26.504994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.430315Z digest=sha256:b74a82d943204ec5507d2a64c5be86f1a6cf1b8383e5709928591135a1b1a101

Observation 033f9bd0-0d6a-4e7c-b6ee-886421e78a90 · outbound

This paper cites LLaVA-Critic: Learning to Evaluate Multimodal Models.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment LLaVA-Critic: Learning to Evaluate Multimodal Models

Reference 2001

Resolution
unresolved
no resolver link, observed 2026-08-09T04:46:25.443666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:46:25.443666Z digest=sha256:da2c2fcc09ea4340d1fd0c943ba91882e04435a202d6887dd7a16c772d8de2d5

Observation 885ff9ee-a79b-46e3-b951-a01abe754781 · outbound

This paper cites Diffusion Model Alignment Using Direct Preference Optimization.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Diffusion Model Alignment Using Direct Preference Optimization

Reference 2008

Resolution
unresolved
no resolver link, observed 2026-08-09T04:46:25.439434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:46:25.439434Z digest=sha256:dafb618d0662bc5e0f9a440c53c53de30a4c75e7e553fe3b6d8663c92b115b05

Observation 27992094-fa46-4998-89ab-b4156b1d092a · outbound

This paper cites minimal cost.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment minimal cost

Reference 2013

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:46:25.939448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.595913Z digest=sha256:74e4d6b088fb516fc1c19e7cbb8fa9c0767c3b1564ac7deb1050ae03d4e96680

Observation 5e0b402b-6333-417a-89ca-fe76a1f509e7 · outbound

This paper cites an unresolved cited work.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work

Reference 2014

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:46:26.014631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.576039Z digest=sha256:c43b10777aa55fa45e2dd580d15d13821b3e164e35183141c7ec9bb54b6bd91d

Observation 9f9182e1-86e8-48a3-9f2c-f257f4231da8 · outbound

This paper cites Progressive Growing of GANs for Improved Quality, Stability, and Variation.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Progressive Growing of GANs for Improved Quality, Stability, and Variation

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-09T04:46:25.416474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:46:25.416474Z digest=sha256:2155c73b22396bf5fe79b787d974a5840b4ef1811ee0780a7e0876d3866109c2

Observation 3124d317-6717-424d-adbe-93d861779a51 · outbound

This paper cites Carbontracker: Tracking and Predicting the Carbon Footprint of Training Deep Learning Models.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Carbontracker: Tracking and Predicting the Carbon Footprint of Training Deep Learning Models

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-09T04:46:25.395529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:46:25.395529Z digest=sha256:5d9a7f91fe4818501f1c17c3c179f1742dd4dd4348565b6cc08fd80de8fabc0f

Observation ed40333b-9000-440a-b4e4-f065c03c0229 · outbound

This paper cites A Neural Algorithm of Artistic Style.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment A Neural Algorithm of Artistic Style

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-09T04:46:25.406268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:46:25.406268Z digest=sha256:cec1453b53bf48bb4ee9522d8075fed531b9c0e032701fc0bc76de78deacca5c

Observation 754ca9c8-06ab-4a9c-ac74-0f8d245d1bd2 · outbound

This paper cites In Ad- vances in Neural Information Processing Sys- tems (NeurIPS) Workshop.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment In Ad- vances in Neural Information Processing Sys- tems (NeurIPS) Workshop

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:46:26.519548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T04:46:25.425679Z digest=sha256:a353446b8695c63cdf060598beba85ca834b064422793540721584d5d46e2a1f

Observation 20eb4f46-a25d-4867-b388-29f65fff14f0 · outbound

This paper cites Visual Instruction Tuning.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Visual Instruction Tuning

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-09T04:46:25.434691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:46:25.434691Z digest=sha256:dc7d763efb069afc74c510ba0350cb4d6f57743a2420ea90027a93c81763c701

Observation 9ad0ffd2-50ce-43d5-8be6-cbdd8ab5d4d2 · outbound

This paper cites Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference.

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-09T04:46:25.401464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:46:25.401464Z digest=sha256:d603544bec38de461a22dd9514ba9492b7b42b67da17bc9e4ae963227e4980f2

Pith citing papers

No inbound Pith citation observations are available.