Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T04:23:09.771186Z
Paper Citation Record · LEDGER
HPSv3: Towards Wide-Spectrum Human Preference Score
As of 8 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 27 inbound Pith citation observations for arXiv:2508.03789.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T00:41:15.247986Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T13:29:50.921149Z
Reference resolution
60 of 60 outbound references displayed
- verified exact3
- verified fuzzy38
- unresolved19
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 5bb28ef2-a586-472a-813b-6cd6542a7dfc · outbound
This paper cites Flux.1 [dev]: 12b-parameter open-source text-to-image diffusion model, 2024.
HPSv3: Towards Wide-Spectrum Human Preference Score Flux.1 [dev]: 12b-parameter open-source text-to-image diffusion model, 2024
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:18.669319Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6cab7da5-c153-4c0f-9f1e-24a56cc9bb3e · outbound
This paper cites Rank analysis of incomplete block designs: I.
HPSv3: Towards Wide-Spectrum Human Preference Score Rank analysis of incomplete block designs: I
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:18.474749Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0a2fddd8-8fd2-4960-8c26-1da23dacd150 · outbound
This paper cites PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis.
HPSv3: Towards Wide-Spectrum Human Preference Score PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
Reference 3
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25682877-7ae6-4c76-b739-203be115c6a1 · outbound
This paper cites Pixart- σ: Weak-to-strong training of dif- fusion transformer for 4k text-to-image generation, 2024.
HPSv3: Towards Wide-Spectrum Human Preference Score Pixart- σ: Weak-to-strong training of dif- fusion transformer for 4k text-to-image generation, 2024
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:18.184948Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 48701548-30be-4cce-a6dc-0ac2239416e9 · outbound
This paper cites Lawrence Zitnick.
HPSv3: Towards Wide-Spectrum Human Preference Score Lawrence Zitnick
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:17.955880Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a2eed7e2-8651-4e5a-be13-e97157fd8a2e · outbound
This paper cites Cogview2: Faster and better text-to-image generation via hi- erarchical transformers.
HPSv3: Towards Wide-Spectrum Human Preference Score Cogview2: Faster and better text-to-image generation via hi- erarchical transformers
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:17.664872Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ab60297a-bbe9-4466-a3a1-ddc70af26c29 · outbound
This paper cites Taming transformers for high-resolution image synthesis.
HPSv3: Towards Wide-Spectrum Human Preference Score Taming transformers for high-resolution image synthesis
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:17.362684Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation da5236b1-73fd-46b6-a4c2-49d0e303b91b · outbound
This paper cites Scaling rectified flow trans- formers for high-resolution image synthesis, 2024.
HPSv3: Towards Wide-Spectrum Human Preference Score Scaling rectified flow trans- formers for high-resolution image synthesis, 2024
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:16.985745Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 851a5af6-4b4e-4604-a561-73280dab8e37 · outbound
This paper cites Fluid: Scaling Autoregressive Text-to-image Generative Models with Continuous Tokens.
HPSv3: Towards Wide-Spectrum Human Preference Score Fluid: Scaling Autoregressive Text-to-image Generative Models with Continuous Tokens
Reference 9
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 155d910e-423d-4de4-bec8-5cceba7a1d5e · outbound
This paper cites Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis.
HPSv3: Towards Wide-Spectrum Human Preference Score Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis
Reference 10
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 236c6bc6-1aa2-4253-82bd-b5db1bd5bdb2 · outbound
This paper cites Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation.
HPSv3: Towards Wide-Spectrum Human Preference Score Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation
Reference 11
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03db1d7d-2e80-477a-8030-2472ffac2cd1 · outbound
This paper cites Instantportrait: One-step portrait editing via diffusion multi-objective distillation.
HPSv3: Towards Wide-Spectrum Human Preference Score Instantportrait: One-step portrait editing via diffusion multi-objective distillation
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:16.773158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 56cfa6c1-6e67-407a-83fc-bbebc1463d93 · outbound
This paper cites Playground v2.5: Three insights towards enhancing aesthetic quality in text-to-image genera- tion, 2024.
HPSv3: Towards Wide-Spectrum Human Preference Score Playground v2.5: Three insights towards enhancing aesthetic quality in text-to-image genera- tion, 2024
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:16.560413Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6f4de011-cc54-4683-aab3-e9556467a60d · outbound
This paper cites Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation.
HPSv3: Towards Wide-Spectrum Human Preference Score Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:16.403022Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fa25e727-ed0e-4042-86b1-c860f7c08f28 · outbound
This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.
HPSv3: Towards Wide-Spectrum Human Preference Score Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T04:23:05.815816Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f04dd37-7b46-4ab8-93f7-ac42404430b4 · outbound
This paper cites ECNet: Effective Controllable Text-to-Image Diffusion Models.
HPSv3: Towards Wide-Spectrum Human Preference Score ECNet: Effective Controllable Text-to-Image Diffusion Models
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T04:23:10.431809Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 284becdd-475e-46ab-aa44-a6e8676e3032 · outbound
This paper cites Hunyuan-dit: A powerful multi-resolution diffusion trans- former with fine-grained chinese understanding, 2024.
HPSv3: Towards Wide-Spectrum Human Preference Score Hunyuan-dit: A powerful multi-resolution diffusion trans- former with fine-grained chinese understanding, 2024
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:16.251926Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b6ec330c-0bd6-4359-94b9-406bf1776006 · outbound
This paper cites Llm4gen: Leveraging semantic representation of llms for text-to-image generation, 2024.
HPSv3: Towards Wide-Spectrum Human Preference Score Llm4gen: Leveraging semantic representation of llms for text-to-image generation, 2024
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:16.075556Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b1b25ea2-9a45-43ff-92a3-f9aa07cc823a · outbound
This paper cites FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space Optimization.
HPSv3: Towards Wide-Spectrum Human Preference Score FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space Optimization
Reference 19
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18d4a51e-256c-4555-a4b8-d9faa933ba71 · outbound
This paper cites New theory about light and colours.
HPSv3: Towards Wide-Spectrum Human Preference Score New theory about light and colours
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:15.818247Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 17b939ec-9118-4952-8c33-887bab4fe1fe · outbound
This paper cites GLIDE: Towards Photorealistic Image Gener- ation and Editing with Text-Guided Diffusion Models.
HPSv3: Towards Wide-Spectrum Human Preference Score GLIDE: Towards Photorealistic Image Gener- ation and Editing with Text-Guided Diffusion Models
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:15.620629Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1f4ba282-7a05-4844-8a32-2dff8a319f40 · outbound
This paper cites Inverting generative adversarial renderer for face reconstruction.
HPSv3: Towards Wide-Spectrum Human Preference Score Inverting generative adversarial renderer for face reconstruction
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:15.406330Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fdc15740-1081-4d77-9a0f-21c0a67c0985 · outbound
This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.
HPSv3: Towards Wide-Spectrum Human Preference Score SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
Reference 23
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a226d6fc-77f4-4ed8-8492-0a989a22e98a · outbound
This paper cites Learning Transferable Visual Models From Natural Language Supervision.
HPSv3: Towards Wide-Spectrum Human Preference Score Learning Transferable Visual Models From Natural Language Supervision
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T04:23:06.598871Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24b8a2d4-d677-41d1-9c6e-94f70fb67e13 · outbound
This paper cites Learning transferable visual models from natural language supervi- sion.
HPSv3: Towards Wide-Spectrum Human Preference Score Learning transferable visual models from natural language supervi- sion
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T04:23:06.646564Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40d21a16-13bd-4079-aae2-d91178e5030b · outbound
This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.
HPSv3: Towards Wide-Spectrum Human Preference Score Hierarchical Text-Conditional Image Generation with CLIP Latents
Reference 26
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e6cbb4b-e7a0-424e-a5ed-c18a3ed0e0e2 · outbound
This paper cites High-resolution image synthesis with latent diffusion models.
HPSv3: Towards Wide-Spectrum Human Preference Score High-resolution image synthesis with latent diffusion models
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:15.148647Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 495baa4b-295b-4b79-a0ba-e868d80816ce · outbound
This paper cites Blattmann, Dominik Lorenz, Patrick Esser, and Bj¨orn Ommer.
HPSv3: Towards Wide-Spectrum Human Preference Score Blattmann, Dominik Lorenz, Patrick Esser, and Bj¨orn Ommer
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:14.906448Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8909900f-ff18-49db-94eb-a64f75be4796 · outbound
This paper cites Photorealistic text-to-image diffusion models with deep language understanding.
HPSv3: Towards Wide-Spectrum Human Preference Score Photorealistic text-to-image diffusion models with deep language understanding
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T04:23:06.921723Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d382e1a-6d3c-44fe-b09d-0f78938d98f1 · outbound
This paper cites StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis.
HPSv3: Towards Wide-Spectrum Human Preference Score StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis
Reference 30
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d2fd977-070a-4db4-9d14-0e5577ae4157 · outbound
This paper cites Clip+mlp aesthetic score pre- dictor.
HPSv3: Towards Wide-Spectrum Human Preference Score Clip+mlp aesthetic score pre- dictor
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:14.680327Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f9f1caf8-e4a0-4114-9dda-3b9ea13e0c0c · outbound
This paper cites LAION-5B: An open large-scale dataset for training next generation image-text models.
HPSv3: Towards Wide-Spectrum Human Preference Score LAION-5B: An open large-scale dataset for training next generation image-text models
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T04:23:07.177967Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ede2ba73-b317-4435-9349-e46324056e31 · outbound
This paper cites Controllable 3d face syn- thesis with conditional generative occupancy fields.
HPSv3: Towards Wide-Spectrum Human Preference Score Controllable 3d face syn- thesis with conditional generative occupancy fields
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:14.345906Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1e88ac19-7dee-4620-93f0-25ed9dc82a2b · outbound
This paper cites Journeydb: A benchmark for generative image under- standing, 2023.
HPSv3: Towards Wide-Spectrum Human Preference Score Journeydb: A benchmark for generative image under- standing, 2023
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:14.109571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 34c09bec-4d6c-42b1-95d0-486a3abd6abf · outbound
This paper cites Cgof++: Controllable 3d face synthesis with conditional generative occupancy fields.
HPSv3: Towards Wide-Spectrum Human Preference Score Cgof++: Controllable 3d face synthesis with conditional generative occupancy fields
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:14.047473Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f56ed9bb-b3e7-4da6-ab8d-9c4eee0ed46a · outbound
This paper cites GenCA: A Text-conditioned Generative Model for Realistic and Drivable Codec Avatars.
HPSv3: Towards Wide-Spectrum Human Preference Score GenCA: A Text-conditioned Generative Model for Realistic and Drivable Codec Avatars
Reference 36
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T04:23:10.161876Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 172bb0a1-b6f6-4302-87c7-9e218b5471b8 · outbound
This paper cites Probabilistic uncertain reward model, 2025.
HPSv3: Towards Wide-Spectrum Human Preference Score Probabilistic uncertain reward model, 2025
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:13.894322Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cf8f1e09-78bb-4084-9b0f-d7583caaca4a · outbound
This paper cites Kolors: Effective training of diffusion model for photorealistic text-to-image synthesis.
HPSv3: Towards Wide-Spectrum Human Preference Score Kolors: Effective training of diffusion model for photorealistic text-to-image synthesis
Reference 38
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58307222-e8e3-401a-a38a-fc5a9f2a293e · outbound
This paper cites Visual autoregressive modeling: Scalable image generation via next-scale prediction.
HPSv3: Towards Wide-Spectrum Human Preference Score Visual autoregressive modeling: Scalable image generation via next-scale prediction
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:13.716502Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4146c215-2049-44b0-9000-afdf2808e3ef · outbound
This paper cites Qwen2-vl: Enhancing vision-language model’s perception of the world at any resolution, 2024.
HPSv3: Towards Wide-Spectrum Human Preference Score Qwen2-vl: Enhancing vision-language model’s perception of the world at any resolution, 2024
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:13.590463Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9e9736aa-067c-40be-9efe-b4ebd13a4257 · outbound
This paper cites Human preference score v2: A solid benchmark for evaluating human preferences of text-to-image synthesis, 2023.
HPSv3: Towards Wide-Spectrum Human Preference Score Human preference score v2: A solid benchmark for evaluating human preferences of text-to-image synthesis, 2023
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:13.441335Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c12feaf1-4000-42f0-8a5f-b80a045d4c71 · outbound
This paper cites Better Aligning Text-to-Image Models with Hu- man Preference, 2023.
HPSv3: Towards Wide-Spectrum Human Preference Score Better Aligning Text-to-Image Models with Hu- man Preference, 2023
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:13.282394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 606bdf9d-2cbe-4805-ba41-602d7a986198 · outbound
This paper cites Human preference score: Better aligning text- to-image models with human preference.
HPSv3: Towards Wide-Spectrum Human Preference Score Human preference score: Better aligning text- to-image models with human preference
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:13.176181Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 040c92d5-e01b-4d92-a37a-cb0993d80e43 · outbound
This paper cites Deep reward supervisions for tuning text-to-image diffusion models.
HPSv3: Towards Wide-Spectrum Human Preference Score Deep reward supervisions for tuning text-to-image diffusion models
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:13.008193Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 70406000-a5b0-4912-b562-5cf97973bb31 · outbound
This paper cites DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer.
HPSv3: Towards Wide-Spectrum Human Preference Score DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer
Reference 45
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T04:23:09.993343Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 23235580-d5b6-44a0-a033-e7fd773ad0e5 · outbound
This paper cites ImageReward: 10 Learning and Evaluating Human Preferences for Text-to- Image Generation, 2023.
HPSv3: Towards Wide-Spectrum Human Preference Score ImageReward: 10 Learning and Evaluating Human Preferences for Text-to- Image Generation, 2023
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:12.873810Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ed887f7b-82e3-4173-88a8-bd7c2691d774 · outbound
This paper cites Imagere- ward: Learning and evaluating human preferences for text- to-image generation.
HPSv3: Towards Wide-Spectrum Human Preference Score Imagere- ward: Learning and evaluating human preferences for text- to-image generation
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:12.705930Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 62db4790-5ff8-4029-a1fa-820c03bead13 · outbound
This paper cites DanceGRPO: Unleashing GRPO on Visual Generation.
HPSv3: Towards Wide-Spectrum Human Preference Score DanceGRPO: Unleashing GRPO on Visual Generation
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T04:23:08.436009Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c43354f3-119a-49a4-850a-2bc1751eabee · outbound
This paper cites Learning multi- dimensional human preference for text-to-image generation,.
HPSv3: Towards Wide-Spectrum Human Preference Score Learning multi- dimensional human preference for text-to-image generation,
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:12.559081Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 40d21ead-5e65-4af8-b70c-42086d61d277 · outbound
This paper cites Cogview3: Finer and faster text-to-image generation via relay diffusion, 2024.
HPSv3: Towards Wide-Spectrum Human Preference Score Cogview3: Finer and faster text-to-image generation via relay diffusion, 2024
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:12.417571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2984f98b-0e26-4046-a3e4-e4c9c0f8d1b3 · outbound
This paper cites an unresolved cited work.
HPSv3: Towards Wide-Spectrum Human Preference Score Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T04:23:12.237710Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 69602ab9-d877-458e-955a-e9fb6fd46945 · outbound
This paper cites As shown in Figure S2, we compare the category distri- butions of HPDv3, HPDv2, ImageReward, and Pick-a-Pic datasets.
HPSv3: Towards Wide-Spectrum Human Preference Score As shown in Figure S2, we compare the category distri- butions of HPDv3, HPDv2, ImageReward, and Pick-a-Pic datasets
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:12.075167Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0678ac91-38cf-465c-ac21-8a83dd5a59b5 · outbound
This paper cites an unresolved cited work.
HPSv3: Towards Wide-Spectrum Human Preference Score Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T04:23:11.941989Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 94043613-16a5-45d3-9e62-39c6d103283d · outbound
This paper cites Image Annotation.
HPSv3: Towards Wide-Spectrum Human Preference Score Image Annotation
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:11.794461Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f022e4bc-5560-490c-9566-de40fc181461 · outbound
This paper cites Training Dataset For training our final model, we use data from four sources: HPDv3, subsets of Pick-A-Pic and ImageReward, and real user preference data collected from Midjourney.
HPSv3: Towards Wide-Spectrum Human Preference Score Training Dataset For training our final model, we use data from four sources: HPDv3, subsets of Pick-A-Pic and ImageReward, and real user preference data collected from Midjourney
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:11.666219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6d343574-69f5-4e72-890f-1bbb51379929 · outbound
This paper cites Dataset Visualization Figure S10 showcases examples from the HPDv3 dataset.
HPSv3: Towards Wide-Spectrum Human Preference Score Dataset Visualization Figure S10 showcases examples from the HPDv3 dataset
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:11.541726Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation af9fc052-f685-42e0-83d7-2c164b594ced · outbound
This paper cites We showcase diverse outputs pro- 5 duced across multiple iterations.
HPSv3: Towards Wide-Spectrum Human Preference Score We showcase diverse outputs pro- 5 duced across multiple iterations
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:11.329770Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c6ee876e-5004-4c9b-a326-6ad41d73c675 · outbound
This paper cites an unresolved cited work.
HPSv3: Towards Wide-Spectrum Human Preference Score Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T04:23:11.127515Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8a7082c0-6b49-403c-b230-da41cc062122 · outbound
This paper cites The HPDv3 dataset con- tains some parts of images obtained from the Internet, which are not the property of MizzenAI.
HPSv3: Towards Wide-Spectrum Human Preference Score The HPDv3 dataset con- tains some parts of images obtained from the Internet, which are not the property of MizzenAI
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T04:23:10.918727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d4b2d249-34b1-42d3-b28a-27c92d941151 · outbound
This paper cites an unresolved cited work.
HPSv3: Towards Wide-Spectrum Human Preference Score Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T04:23:10.688899Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
Observation 5134029c-8262-4629-9416-3e3bcc9275c4 · inbound
Directly Aligning the Full Diffusion Trajectory with Fine-Grained Human Preference cites this paper.
Directly Aligning the Full Diffusion Trajectory with Fine-Grained Human Preference HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T22:58:08.819616Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3930fdb3-dd8b-4d9a-abf8-1030b39d043a · inbound
RewardDance: Reward Scaling in Visual Generation cites this paper.
RewardDance: Reward Scaling in Visual Generation HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 40
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2677e3f0-2f34-4f8a-ba04-f4c16eed30f8 · inbound
Principled RL for Flow Matching Emerges from the Chunk-level Policy Optimization cites this paper.
Principled RL for Flow Matching Emerges from the Chunk-level Policy Optimization HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T19:50:33.819081Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cb8f2f66-0882-4ee5-9276-91f461e3dbe4 · inbound
PSR: Scaling Multi-Subject Personalized Image Generation with Pairwise Subject-Consistency Rewards cites this paper.
PSR: Scaling Multi-Subject Personalized Image Generation with Pairwise Subject-Consistency Rewards HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T03:51:29.476948Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 71aaac17-d079-4327-a4b9-f971fe9f3c99 · inbound
FAIL: Flow Matching Adversarial Imitation Learning for Image Generation cites this paper.
FAIL: Flow Matching Adversarial Imitation Learning for Image Generation HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T23:59:15.904880Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19182bdb-4dc4-4a5b-bcaa-dd6fdf17c652 · inbound
Training-Free Object-Background Compositional T2I via Dynamic Spatial Guidance and Multi-Path Pruning cites this paper.
Training-Free Object-Background Compositional T2I via Dynamic Spatial Guidance and Multi-Path Pruning HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T05:51:02.036761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 90638b16-0944-4b42-a39a-398e937b0e1f · inbound
Long-Text-to-Image Generation via Compositional Prompt Decomposition cites this paper.
Long-Text-to-Image Generation via Compositional Prompt Decomposition HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 50
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T12:01:03.725601Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4bddcaa1-22fd-42ad-a4d8-a0aa7fdc6c26 · inbound
ViPO: Visual Preference Optimization at Scale cites this paper.
ViPO: Visual Preference Optimization at Scale HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 13
- Resolution
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- arxiv_id, observed 2026-05-11T21:51:12.351712Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9f83125f-809a-40d1-ae43-75bb23ff2a85 · inbound
Leveraging Verifier-Based Reinforcement Learning in Image Editing cites this paper.
Leveraging Verifier-Based Reinforcement Learning in Image Editing HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 39
- Resolution
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- arxiv_id, observed 2026-05-12T10:06:27.626523Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eab95291-766e-46bc-b26e-afd6f4a50baf · inbound
Leveraging Verifier-Based Reinforcement Learning in Image Editing cites this paper.
Leveraging Verifier-Based Reinforcement Learning in Image Editing HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T09:14:05.939576Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 24b9a4fa-b64f-4d89-a34d-843a79e7ca7b · inbound
KVPO: ODE-Native GRPO for Autoregressive Video Alignment via KV Semantic Exploration cites this paper.
KVPO: ODE-Native GRPO for Autoregressive Video Alignment via KV Semantic Exploration HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T02:38:34.512044Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 65ca208e-e063-481a-9b88-fbb1c8e4aceb · inbound
Sketch Then Paint: Hierarchical Reinforcement Learning for Diffusion Multi-Modal Large Language Models cites this paper.
Sketch Then Paint: Hierarchical Reinforcement Learning for Diffusion Multi-Modal Large Language Models HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 35
- Resolution
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- arxiv_id, observed 2026-05-19T21:22:48.489020Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 22011102-de29-441e-b296-66b1dd86d3e4 · inbound
TextAlign: Preference Alignment for Text Rendering with Hierarchical Rewards cites this paper.
TextAlign: Preference Alignment for Text Rendering with Hierarchical Rewards HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 21
- Resolution
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- arxiv_id, observed 2026-05-20T07:03:06.372500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e215f9fc-ada4-4829-912b-4a14739d3538 · inbound
TextAlign: Preference Alignment for Text Rendering with Hierarchical Rewards cites this paper.
TextAlign: Preference Alignment for Text Rendering with Hierarchical Rewards HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 21
- Resolution
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- arxiv_id, observed 2026-06-30T18:55:00.419877Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5a27f2a6-1ab9-4bfb-80b3-d4370a62de2f · inbound
Towards Anatomically Plausible Human Image Generation via Synthetic Localized Preferences cites this paper.
Towards Anatomically Plausible Human Image Generation via Synthetic Localized Preferences HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T00:14:04.754528Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a8a1252e-30a1-464b-95e1-0cb3ff3ac615 · inbound
WBench: A Comprehensive Multi-turn Benchmark for Interactive Video World Model Evaluation cites this paper.
WBench: A Comprehensive Multi-turn Benchmark for Interactive Video World Model Evaluation HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 65
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T23:14:02.285755Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation abad0b26-a2e5-4adb-8205-98dd4a37352b · inbound
MT-EditFlow: Reinforcement Learning for Multi-Turn Image Editing with Flow Matching cites this paper.
MT-EditFlow: Reinforcement Learning for Multi-Turn Image Editing with Flow Matching HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 33
- Resolution
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- arxiv_id, observed 2026-07-01T22:46:18.535951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dbe8e974-237e-4907-9c4b-8cefdf710cba · inbound
Follow-Your-Preference++: Rethinking Preference Alignment for Image Inpainting cites this paper.
Follow-Your-Preference++: Rethinking Preference Alignment for Image Inpainting HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T02:36:26.419667Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7e312084-ae6f-4e50-889d-d613f20716ed · inbound
Z-Reward: Beyond Scalar Rewards by Internalizing Reasoning into Score Distributions cites this paper.
Z-Reward: Beyond Scalar Rewards by Internalizing Reasoning into Score Distributions HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T00:07:27.955173Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0605ba11-0405-4dd2-af52-88bb38c116f2 · inbound
Z-Reward: Beyond Scalar Rewards by Internalizing Reasoning into Score Distributions cites this paper.
Z-Reward: Beyond Scalar Rewards by Internalizing Reasoning into Score Distributions HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-07-15T10:53:37.186361Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e590b6e3-c7e9-4594-ab44-8bbc38786dae · inbound
PortraitGen: Exemplar-Driven GRPO with Dual-Reward Guidance for Photorealistic Portrait Generation cites this paper.
PortraitGen: Exemplar-Driven GRPO with Dual-Reward Guidance for Photorealistic Portrait Generation HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 28
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T13:29:50.922769Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d0f7a228-40f6-453f-9fde-4d2f876f7949 · inbound
Cross-Space Distillation: Teaching One-Step Students with Modern Diffusion Teachers cites this paper.
Cross-Space Distillation: Teaching One-Step Students with Modern Diffusion Teachers HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T10:25:41.130895Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 97fe4345-8912-4985-b68d-2b92e4dbf097 · inbound
DetailAnywhere: Fashion Detail Generation via Cross-Modal Feature Alignment Distillation cites this paper.
DetailAnywhere: Fashion Detail Generation via Cross-Modal Feature Alignment Distillation HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 70
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T15:58:37.254282Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 414e59cd-b9be-4d6e-9ceb-89539c5f78ee · inbound
Learning Sampling Parameters for Diffusion Models cites this paper.
Learning Sampling Parameters for Diffusion Models HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-07-30T21:02:13.315381Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad202311-8bf3-486e-bc24-2de653302391 · inbound
Visko Orbis 1.0: A Live Model for Real-Time Interactive Long Video Generation cites this paper.
Visko Orbis 1.0: A Live Model for Real-Time Interactive Long Video Generation HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 86
- Resolution
- unresolved
- no resolver link, observed 2026-07-30T23:47:57.932110Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81f63623-db3f-4dd1-8688-662ffb68d2cf · inbound
Latent Reward Registers for Diffusion Preference Alignment cites this paper.
Latent Reward Registers for Diffusion Preference Alignment HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T05:39:05.785791Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99d4c96a-3ee5-46f2-a405-0b03b7ab838b · inbound
Latent Reward Registers for Diffusion Preference Alignment cites this paper.
Latent Reward Registers for Diffusion Preference Alignment HPSv3: Towards Wide-Spectrum Human Preference Score
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T00:41:15.247986Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.