Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T04:46:25.632553Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T04:46:25.632553Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 6d5811df-5095-4bc3-b6e6-61e323151f2f · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 1
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.
Observation a093410b-1a68-45cb-8e43-dff26e71fe5e · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 2
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.
Observation 5b743454-344d-4509-87b4-1d17bc15be95 · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 3
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.
Observation 165d9e02-9e7a-406c-a170-95c1ad959944 · outbound
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
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.
Observation df29b9aa-b877-45a7-8397-8e4a6a98ac19 · outbound
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
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.
Observation fc7ef994-c183-4f10-8156-caf1c3886fec · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58f969a3-a7ef-474b-9979-c4d716632fbf · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5cfcb7ec-6b87-406c-ba2a-aea4def59012 · outbound
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
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.
Observation 94bbfe75-a5ed-4370-aae4-b461aaedbb8f · outbound
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
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.
Observation 06f4076c-62ae-4a41-81ba-dc09081a6a94 · outbound
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
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.
Observation 11e5c46a-a338-423d-91e9-e4912fe662ef · outbound
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
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.
Observation c52017b0-9bae-45e4-a458-29b1a39fd16d · outbound
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
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.
Observation 0baa00ec-8d95-4f1a-8d7a-7dcba9a46e64 · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 22
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.
Observation a4f449b0-c2c0-4203-a159-e7177cf4e57c · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 23
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.
Observation 385c3d68-49a3-416a-8293-d68e9269ba2d · outbound
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
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.
Observation ab34137a-47bb-467f-ada5-25036afd048a · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 25
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.
Observation 58863aec-f5db-4ea5-bc60-77d635671e8f · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 26
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.
Observation fdd8a382-ab61-420c-bb89-bf594e74d3c3 · outbound
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
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.
Observation 2a946f5a-a373-4fd6-9c11-cab78b82d2c7 · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 28
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.
Observation 1669a018-b9a5-421b-b277-18c4bef72b46 · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 29
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.
Observation 86b8fd7b-4034-4ac1-a821-44b1bfd635b8 · outbound
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
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.
Observation a9195f11-00ea-4043-9ee2-37875b400dce · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 31
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.
Observation 0951cb29-cb41-401f-99cc-4204fea7b81a · outbound
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
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.
Observation 75c6167b-22d4-4941-85da-8c2a055315b1 · outbound
Reference 33
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.
Observation 3ce7c6e0-1887-4466-b750-3417a1fe6468 · outbound
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
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.
Observation d87a51c9-878a-4f65-a85b-49eb272c72d1 · outbound
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
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.
Observation e0d598f7-9b09-4463-8054-6dddaaba4090 · outbound
Reference 36
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.
Observation 66299047-f770-4c94-9712-281c18f364e8 · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 37
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.
Observation c0c64bce-1892-4dbe-90f1-e88c62701294 · outbound
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
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.
Observation 2c5de0d4-e843-4bce-8609-6064e7b5f29f · outbound
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
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.
Observation 10a788f8-fe4e-4525-93c2-524c18409479 · outbound
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
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.
Observation e5ab1c65-de40-4e21-a628-0abd42ffd86d · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 41
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.
Observation 96eac682-8b4b-438a-8df6-3dd0cac0c850 · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 43
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.
Observation 604b7d0a-1dca-4e49-b691-486a557c93a9 · outbound
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
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.
Observation 2b115dfd-c9dc-4414-b1cc-2172b5944fe1 · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 45
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.
Observation 75446bd7-844e-4163-aa41-a85008d5dda4 · outbound
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
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.
Observation f19f97e9-0639-40f4-a31a-ad211d92e740 · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 48
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.
Observation eeaa83b1-c94c-4f23-a297-a4a8497702a6 · outbound
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
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.
Observation ee32f8c8-027e-4f0f-8df4-7e2977f52d3c · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 50
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.
Observation a3b38c0b-fdd7-44c9-b852-3e7df74e7968 · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 51
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.
Observation f60ac450-7f63-4a15-8ab2-8920e27ee1da · outbound
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
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.
Observation a6a04814-578e-4c02-87c8-e8a2ad65da5d · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 53
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.
Observation 5be1d44d-cecf-438b-8ee5-27251dd780ad · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 54
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.
Observation 4875f56e-f9b5-4901-ad9d-f73d6d449b73 · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 55
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.
Observation ad98bda8-8ad1-4dc6-bcd0-e0eb053b8133 · outbound
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
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.
Observation 1759d33a-0ae4-461a-9463-0953fbe910e7 · outbound
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
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.
Observation 033f9bd0-0d6a-4e7c-b6ee-886421e78a90 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 885ff9ee-a79b-46e3-b951-a01abe754781 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27992094-fa46-4998-89ab-b4156b1d092a · outbound
Reference 2013
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.
Observation 5e0b402b-6333-417a-89ca-fe76a1f509e7 · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Unresolved cited work
Reference 2014
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.
Observation 9f9182e1-86e8-48a3-9f2c-f257f4231da8 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3124d317-6717-424d-adbe-93d861779a51 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed40333b-9000-440a-b4e4-f065c03c0229 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 754ca9c8-06ab-4a9c-ac74-0f8d245d1bd2 · outbound
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
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.
Observation 20eb4f46-a25d-4867-b388-29f65fff14f0 · outbound
YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment Visual Instruction Tuning
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ad0ffd2-50ce-43d5-8be6-cbdd8ab5d4d2 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.