Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T13:28:09.563044Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 100 of 117 outbound references and 1 inbound Pith citation observation for arXiv:2412.13155.
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 2026-08-11T13:28:09.563044Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-10T18:48:02.028929Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-10T23:55:50.839693Z
100 of 117 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2de9686a-2f86-4450-a012-caefdc1128fa · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Unresolved cited work
Reference 1
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Observation e3e7d876-274b-44d8-9e62-8d7b78cf7738 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration co / dreamlike - art / dreamlike - photoreal - 2
Reference 2
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Observation 157288c8-5da5-416d-ab37-9dfd1297211d · outbound
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Reference 3
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Observation bef6a3e2-3da2-4a74-8264-034fd9e04123 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration co/h94/IP-Adapter, Accessed: 2024-10-03
Reference 4
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Observation 171f68c5-e5d1-43c0-b7da-8632e876d174 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration co/h94/IP-Adapter-FaceID, Accessed: 2024-10-
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Observation 6676abdf-718a-4581-92d0-75f8d0714d70 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration co / Kwai - Kolors/Kolors, Accessed: 2024-10-03
Reference 6
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F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration co / stablediffusionapi/protovision- xl- v6.6, Accessed: 2024-10-03
Reference 7
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Observation f16bebdc-42a5-47aa-b202-49273b8e08f7 · outbound
Reference 8
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Observation 43ca714c-5f8f-46b0-814f-4c6d5904a5ea · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Unresolved cited work
Reference 9
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Observation 2152b3ad-150c-4d1c-9140-1cf77bdcf575 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Unresolved cited work
Reference 10
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Observation 76c6e475-906a-413d-8f11-75cbc3c47e18 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Qwen2.5-VL Technical Report
Reference 11
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Observation 887537d0-e34a-4d38-93d2-0f2cad11bef4 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Cr-fiqa: face image quality assessment by learning sample relative classifiability
Reference 12
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Observation b836aa07-91fb-4ce5-8cba-088fe8ca22ff · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration An image quality assessment dataset for portraits
Reference 13
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Observation 52a6d98f-c923-48bd-a1a5-89f36d3bd8a1 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Promptiqa: Boosting the performance and gen- eralization for no-reference image quality assessment via prompts
Reference 14
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Observation 95a1f55d-2c2f-4d41-a928-37b81d2a9a25 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Learning spatial attention for face super-resolution.IEEE Transactions on Image Processing (TIP), 30:1219–1231, 2020
Reference 15
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Observation e5f5bd37-cf69-49a5-8c0f-4a8074e1d41e · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Progressive semantic- aware style transformation for blind face restoration
Reference 16
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Observation 3ec2f03e-cd29-4fad-a54d-58b92aedd931 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
Reference 17
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Observation c21e3ab1-96a1-48af-88a1-d9bdc2c1c3c7 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Dsl-fiqa: Assess- ing facial image quality via dual-set degradation learning and landmark-guided transformer
Reference 18
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Observation 21b0591a-7360-4d0e-a855-0036aeaf0ae3 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Fsrnet: End-to-end learning face super-resolution with facial priors
Reference 19
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Observation 9ce0fdeb-2a76-403d-8e12-961fa919e0fc · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration IDAdapter: Learning Mixed Features for Tuning-Free Personalization of Text-to-Image Models
Reference 20
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Observation 36f4a836-f726-404c-8b99-dbcf3efaa28f · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Flashattention-2: Faster attention with better par- allelism and work partitioning
Reference 21
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Observation a1ecfb00-e557-406a-8a73-23f9dc2dcc07 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Arcface: Additive angular margin loss for deep face recognition
Reference 22
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Observation 3e6f2527-da00-4c32-b93c-b3d7ab2bab19 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Finevq: Fine-grained user generated content video quality assessment
Reference 23
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Observation 12915a5e-a520-4178-a38e-8694487ae30a · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion
Reference 24
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Observation d4e2a0b5-c75c-4b29-942c-d477438ecb43 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Alireza Golestaneh, Saba Dadsetan, and Kris M
Reference 25
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Observation cf9908a2-17bb-4faf-bb1d-649cbf889a96 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Generative adversarial nets
Reference 26
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Observation b47cfa1d-72dd-4706-9dd0-a361a6bb03a4 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Fisblim: A five-step blind metric for quality assessment of multiply distorted images
Reference 27
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Observation 3043b9b5-8322-4f16-b8aa-0f3f36b50645 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder
Reference 28
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Observation 4d6e0406-e0a3-4a1d-b357-6aef6d034199 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Deep residual learning for image recognition
Reference 29
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Observation 75b86ceb-ac4a-428f-9a24-e79fde513a97 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration ID-Animator: Zero-Shot Identity-Preserving Human Video Generation
Reference 30
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Observation 5e507a53-1dfb-4f33-8ca4-7c97ca5345f3 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Faceqnet: Quality assessment for face recognition based on deep learning
Reference 31
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Observation e674d951-f96c-4053-9cc5-eafd2b5d6599 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration CLIPScore: A Reference-free Evaluation Metric for Image Captioning
Reference 32
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Observation bb5b75fa-9eae-4412-be42-4dd606ac57c2 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Denoising dif- fusion probabilistic models.Proceedings of the Advances in Neural Information Processing Systems (NeurIPS), 33: 6840–6851, 2020
Reference 33
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Observation 5e3d9385-c9a5-465f-8c11-17f194a870b6 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Image quality metrics: Psnr vs
Reference 34
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Observation 5fad82be-a3cd-45ad-9fde-c3d9d670371d · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Lora: Low- rank adaptation of large language models
Reference 35
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Observation f96c54e3-1763-4f17-b63e-735b5b8ac6cf · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Varfvv: View- adaptive real-time interactive free-view video streaming with edge computing.IEEE Journal on Selected Areas in Communications, 2025
Reference 36
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Observation 4bc8f7c8-960c-4f54-a7c4-d95cfc56ebe3 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration 4dgc: Rate-aware 4d gaussian compression for efficient streamable free-viewpoint video
Reference 37
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Observation 14638eb4-2d75-4abe-9e3e-b520e20e22c7 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Huang, Manu Ramesh, Tamara Berg, and Erik Learned-Miller
Reference 38
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Observation 585cde9a-cc47-4199-ade4-b7a49ff3522b · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Unresolved cited work
Reference 39
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Observation f85184b0-3ca5-4243-8b46-79a54bd882ca · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Catekv: On sequential consistency for long-context llm inference acceleration
Reference 40
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Observation fc78bd49-14b6-4ad4-bf7c-0015c979138c · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Ifqa: Interpretable face quality assessment
Reference 41
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F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Convo- lutional neural networks for no-reference image quality as- sessment
Reference 42
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Observation bc92b4ee-beed-46c6-b9d7-678bf868e447 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration A style-based generator architecture for generative adversarial networks
Reference 43
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Observation 857382f2-a8b3-4c51-991d-fee616764dc0 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Imagic: Text-based real image editing with diffusion mod- els
Reference 44
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Observation 52843336-8489-411c-93b9-a65034e3fa96 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration The megaface benchmark: 1 million faces for recognition at scale
Reference 45
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Observation 1a958f52-a223-41ab-9f21-09f7629f1a6b · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Progressive Face Super-Resolution via Attention to Facial Landmark
Reference 46
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Observation 684fd1b8-d0d7-4876-96a1-aa1899e84fba · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Auto-encoding variational bayes
Reference 47
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Observation de25b419-b2fe-4198-9b3d-6710ea795323 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Pick-a-pic: An open dataset of user preferences for text-to-image generation
Reference 48
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F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Multi-concept customization of text-to-image diffusion
Reference 49
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Observation 171c281f-5efc-462a-8ca5-7e4cbdd4b9cc · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment
Reference 51
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Reference 52
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F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Blip: Bootstrapping language-image pre-training for uni- fied vision-language understanding and generation
Reference 53
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F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Learning warped guidance for blind face restoration
Reference 54
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Observation 29e06a82-962a-450d-a100-f919021289f2 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Enhanced blind face restoration with multi-exemplar images and adaptive spatial feature fusion
Reference 55
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Reference 56
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F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding
Reference 57
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Observation cbb84cfd-0e08-491d-b4e3-b9c6eb9be24d · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding
Reference 58
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F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Rich human feedback for text-to-image generation
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Reference 60
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Observation c2d3026f-a922-463e-8e7a-d1730cc15240 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Microsoft coco: Common objects in context
Reference 61
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Observation b0f7b278-3ef2-4f80-a4cf-994cadb217f2 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior
Reference 62
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Observation 3ba76694-cbe8-45d0-b8a1-65ad87f314e2 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Visual instruction tuning
Reference 63
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Observation 5fb7f03f-f539-49df-be64-b1f1a5de6f05 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Blind quality assessment based on pseudo-reference image.IEEE Transactions on Multimedia (TMM), 20(8):2049–2062, 2018
Reference 64
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F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Blind image quality estimation via distortion aggravation.IEEE Transactions on Broadcasting, 64(2): 508–517, 2018
Reference 65
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Reference 66
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Observation 8fa0ef26-b8dc-4bde-8d73-32d14d506a2b · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration completely blind
Reference 67
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F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Agedb: the first manually collected, in-the-wild age database
Reference 68
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F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Sdd-fiqa: Unsupervised face image quality assess- ment with similarity distribution distance
Reference 69
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F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Wuerstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion Models
Reference 70
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F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
Reference 71
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F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Zero-shot text-to-image generation, 2021
Reference 72
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F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Hierarchical Text-Conditional Image Generation with CLIP Latents
Reference 73
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Reference 74
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Observation 10a8ebb6-1c63-408e-ae41-f0d1efc0ae37 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation
Reference 75
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Observation 17eac0fe-1216-400b-b494-f066942df403 · outbound
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Sara Mahdavi, Rapha Gontijo Lopes, Tim Salimans, Jonathan Ho, David J Fleet, and Mohammad Norouzi
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Reference 85
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Reference 89
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F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Chan, and Chen Change Loy
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Reference 96
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Reference 97
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Reference 98
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Reference 99
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Reference 100
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Reference 101
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