Paper Citation Record · LEDGER

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder

As of 22 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 2 inbound Pith citation observations for arXiv:2412.17644.

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

pith.paper-citation-record.v1
2412.17644 v3

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:23:02.176067Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:17:22.930242Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T21:45:36.192152Z

Reference resolution

46 of 46 outbound references displayed

verified exact1
verified fuzzy1
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 754fc144-89a7-4f28-9d1c-708e032eb351 · outbound

This paper cites Deepspeed.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Deepspeed

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:02.761979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9df030b8-70c9-4d12-a154-f5f4fd981968 · outbound

This paper cites GPT-4 Technical Report.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:01.985638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce929b85-3246-4f4a-a603-bdffab34761b · outbound

This paper cites Magic Clothing: Controllable Garment-Driven Image Synthesis.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Magic Clothing: Controllable Garment-Driven Image Synthesis

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:01.990635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2188be56-7c91-49cf-9f6d-9d8d9333d61e · outbound

This paper cites an unresolved cited work.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:23:02.747427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 787ae97e-9b04-40ab-8f27-ff82c723e731 · outbound

This paper cites an unresolved cited work.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:23:02.734310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3eb5f787-8ea2-4bd1-80f7-28f68fc9851f · outbound

This paper cites Improving Diffusion Models for Authentic Virtual Try-on in the Wild.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Improving Diffusion Models for Authentic Virtual Try-on in the Wild

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.004420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25574cff-cbd4-4d99-ac70-de8e965ab1ca · outbound

This paper cites Street TryOn: Learning In-the-Wild Virtual Try-On from Unpaired Person Images.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Street TryOn: Learning In-the-Wild Virtual Try-On from Unpaired Person Images

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.009295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6baca08b-2cf0-4607-b4a2-9194dfc2d329 · outbound

This paper cites Face Adapter for Pre-Trained Diffusion Models with Fine-Grained ID and Attribute Control.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Face Adapter for Pre-Trained Diffusion Models with Fine-Grained ID and Attribute Control

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.013700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa0fc338-22b0-408c-b9f8-647e095924d2 · outbound

This paper cites CLIPScore: A Reference-free Evaluation Metric for Image Captioning.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.018442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e2bfce2-369c-478f-9d6d-1856316f861e · outbound

This paper cites an unresolved cited work.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:23:02.721600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 94224f5e-86d7-463a-be23-188bd3d9c040 · outbound

This paper cites Classifier-Free Diffusion Guidance.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Classifier-Free Diffusion Guidance

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.027183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d68d350-4692-4911-87fd-ee8978c6bb9d · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder LoRA: Low-Rank Adaptation of Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.031834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d5e2e25-74b8-48d2-9736-4044e13cbaea · outbound

This paper cites an unresolved cited work.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.035978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82420911-a8fa-4d56-bd2f-aa173ccade52 · outbound

This paper cites an unresolved cited work.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:23:02.698045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a4c4d2ec-4e25-4b2f-bbeb-16c9053cf210 · outbound

This paper cites Auto-Encoding Variational Bayes.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Auto-Encoding Variational Bayes

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.044384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acccb5c3-1323-4519-a148-a8eaf814951d · outbound

This paper cites VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.048441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 715fbc1e-a212-44bb-871a-7e2a78b02788 · outbound

This paper cites an unresolved cited work.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:23:02.683863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 554f7ba5-5797-4869-b363-526a2efca7ac · outbound

This paper cites SwiftDiffusion: Efficient Diffusion Model Serving with Add-on Modules.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder SwiftDiffusion: Efficient Diffusion Model Serving with Add-on Modules

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.056506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60c5e9e6-53b1-4bb2-a030-e997104f3ff1 · outbound

This paper cites an unresolved cited work.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.060552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8d5e42e-8067-4135-a453-ae688eae99ad · outbound

This paper cites Ada-adapter:Fast Few-shot Style Personlization of Diffusion Model with Pre-trained Image Encoder.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Ada-adapter:Fast Few-shot Style Personlization of Diffusion Model with Pre-trained Image Encoder

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.064724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86b92b67-f7a9-4a92-b5c1-b519b37d36da · outbound

This paper cites an unresolved cited work.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:23:02.660572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1b71361e-56b0-4720-a1fd-5a2084a40646 · outbound

This paper cites an unresolved cited work.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.072854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbefe158-de01-4621-a4c9-28e61af891ad · outbound

This paper cites an unresolved cited work.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.076643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92fc8693-d32e-4048-b6fb-c3ef2d52e007 · outbound

This paper cites DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.080514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 707ae3dd-76b9-4ced-87a3-c086b5c2b2f6 · outbound

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

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.084784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abb36e4c-b10f-4321-89f9-26419c687762 · outbound

This paper cites W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.088695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3035d63e-92d9-4b6c-91cb-476dbc66f35b · outbound

This paper cites an unresolved cited work.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.092960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8eb534c-c75a-4606-8e43-6b1ecb8f5c94 · outbound

This paper cites an unresolved cited work.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:23:02.611329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9f09c964-0d6e-47c9-956f-77a3c42a1885 · outbound

This paper cites an unresolved cited work.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.101025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3326809f-d906-4681-a322-90c64474630a · outbound

This paper cites an unresolved cited work.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.104892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 190d3325-4500-404c-a4ce-433f13e140cd · outbound

This paper cites IMAGDressing-v1: Customizable Virtual Dressing.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder IMAGDressing-v1: Customizable Virtual Dressing

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.108986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 874afdfc-ea55-496f-8a08-b3b6da5659ca · outbound

This paper cites Denoising Diffusion Implicit Models.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Denoising Diffusion Implicit Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.114106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4310426a-e348-41dc-a1b8-ef86d36cd2c2 · outbound

This paper cites MV-VTON: Multi-View Virtual Try-On with Diffusion Models.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder MV-VTON: Multi-View Virtual Try-On with Diffusion Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.118286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 686a5e59-3c58-4663-a718-39fb56a2fc7f · outbound

This paper cites StableGarment: Garment-Centric Generation via Stable Diffusion.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder StableGarment: Garment-Centric Generation via Stable Diffusion

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.122511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aed9335-5f5f-4087-81fb-1af4fb7cf83a · outbound

This paper cites CogVLM: Visual Expert for Pretrained Language Models.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder CogVLM: Visual Expert for Pretrained Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.126767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f77f3452-5565-4134-b4ac-659014db683a · outbound

This paper cites TryOn-Adapter: Efficient Fine-Grained Clothing Identity Adaptation for High-Fidelity Virtual Try-On.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder TryOn-Adapter: Efficient Fine-Grained Clothing Identity Adaptation for High-Fidelity Virtual Try-On

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-08-11T05:23:02.282615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9cb9730e-3ca2-4b67-a506-f504b81a3645 · outbound

This paper cites OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.135572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46ad5ef3-5e54-4039-b307-ef20dabb7f25 · outbound

This paper cites WarpDiffusion: Efficient Diffusion Model for High-Fidelity Virtual Try-on.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder WarpDiffusion: Efficient Diffusion Model for High-Fidelity Virtual Try-on

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.139881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b89a20a-9b44-4ebf-9709-e288c9b66764 · outbound

This paper cites LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.144365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 573a642c-5afc-4ff8-bdfb-eca6457d74ce · outbound

This paper cites IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.149649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 036b2fbd-35bb-42f5-a4a4-289e663944d4 · outbound

This paper cites an unresolved cited work.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.154220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85c98923-9ef9-46d8-ad0f-f2036608f406 · outbound

This paper cites MMTryon: Multi-Modal Multi-Reference Control for High-Quality Fashion Generation.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder MMTryon: Multi-Modal Multi-Reference Control for High-Quality Fashion Generation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.158914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25f7c91e-ff01-4dd9-9b3c-aeb14c34fa3e · outbound

This paper cites an unresolved cited work.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:23:02.572635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 92c94201-ccd8-49d9-8174-abc3a90030d6 · outbound

This paper cites an unresolved cited work.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:23:02.558746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 50f61390-3481-4c3e-9c2e-b3e3f1b2dadc · outbound

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

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder , " * write output.state after.block = add.period write newline

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.171618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6efac131-17a9-4393-a1ae-48dd525e46c5 · outbound

This paper cites write newline.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder write newline

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:02.176067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation f2f9688c-1aa3-4a43-8fde-0e88f36c5b25 · inbound

AnyDressing: Customizable Multi-Garment Virtual Dressing via Latent Diffusion Models cites this paper.

AnyDressing: Customizable Multi-Garment Virtual Dressing via Latent Diffusion Models DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-11T21:45:36.199108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7fd183fc-e1b6-4046-bb75-ee70a9331dcc · inbound

IMAGGarment: Fine-Grained Garment Generation for Controllable Fashion Design cites this paper.

IMAGGarment: Fine-Grained Garment Generation for Controllable Fashion Design DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T12:17:22.930242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.