Paper Citation Record · LEDGER

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image

As of 18 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2505.23186.

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

pith.paper-citation-record.v1
2505.23186 v2

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:55:54.928559Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

42 of 42 outbound references displayed

verified exact3
verified fuzzy29
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 497dc0d9-0757-4256-a374-8b66fb99ea68 · outbound

This paper cites Designing for circular fashion: inte- grating upcycling into conventional garment manufacturing processes.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Designing for circular fashion: inte- grating upcycling into conventional garment manufacturing processes

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:59.712380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9b0b113d-24da-4dca-943b-db2765bbe411 · outbound

This paper cites MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:55:50.251731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90f3b4e0-9103-418f-bbab-7f9d311b0e01 · outbound

This paper cites Foldgen: Multimodal transformer for garment sketch- to-photo generation.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Foldgen: Multimodal transformer for garment sketch- to-photo generation

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:59.525769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ea82b56a-f386-4a18-a06c-346b7e4d579a · outbound

This paper cites Viton-hd: High-resolution virtual try-on via misalignment-aware normalization.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Viton-hd: High-resolution virtual try-on via misalignment-aware normalization

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:59.408550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c2c1ded4-92df-4631-8ed0-fb5e43c4c3ea · outbound

This paper cites Diffusion mod- els beat gans on image synthesis.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Diffusion mod- els beat gans on image synthesis

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:55:50.690428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db9eadf5-ef15-431a-9da1-d606f96d0048 · outbound

This paper cites Enhancing Label-efficient Medical Image Segmentation with Text-guided Diffusion Models.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Enhancing Label-efficient Medical Image Segmentation with Text-guided Diffusion Models

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:55:55.688009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 322611f7-a816-44d6-9ee6-176d0a960183 · outbound

This paper cites Cliptrans: trans- ferring visual knowledge with pre-trained models for mul- timodal machine translation.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Cliptrans: trans- ferring visual knowledge with pre-trained models for mul- timodal machine translation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:59.247262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f1b75f22-89a8-41ec-89a8-4d1249122a3c · outbound

This paper cites Viton: An image-based virtual try-on network.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Viton: An image-based virtual try-on network

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:59.092927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 430f4906-d112-4a18-bd43-d15de6eaed97 · outbound

This paper cites Dresscode: Autoregressively sewing and gener- ating garments from text guidance.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Dresscode: Autoregressively sewing and gener- ating garments from text guidance

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:59.031273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f8f29ad9-7ad2-443a-b9f8-b3b0b080eb2c · outbound

This paper cites Clipscore: A reference-free evaluation met- ric for image captioning.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Clipscore: A reference-free evaluation met- ric for image captioning

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:58.990014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 35e41df7-6d98-4335-8b7f-d36c0381c51d · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Gans trained by a two time-scale update rule converge to a local nash equilib- rium

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:58.948357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 13b05417-b725-41b1-b2fc-a8d0cebca325 · outbound

This paper cites Denoising dif- fusion probabilistic models.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Denoising dif- fusion probabilistic models

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:58.826127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6881d9f3-c21d-49a9-a91b-da3e74da04a8 · outbound

This paper cites MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic Segmentation.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic Segmentation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:55:51.540530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58acf2d5-efce-4ab9-9c5c-79412e1abd3b · outbound

This paper cites Blip-diffusion: Pre- trained subject representation for controllable text-to-image generation and editing.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Blip-diffusion: Pre- trained subject representation for controllable text-to-image generation and editing

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:58.689480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a1865e43-3871-4103-a854-a9bf06765b09 · outbound

This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:58.516280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a1da71cc-16b0-40ba-893d-adb6024b5001 · outbound

This paper cites Ds-transunet: Dual swin transformer u-net for medical image segmentation.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Ds-transunet: Dual swin transformer u-net for medical image segmentation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:58.445438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 27eb8362-b0bd-41a3-83ca-a07fc49ae74e · outbound

This paper cites Ed-t2v: An efficient training framework for diffusion-based text-to-video generation.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Ed-t2v: An efficient training framework for diffusion-based text-to-video generation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:58.294104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 61da141b-0ba1-4084-bcdd-da385bc4b997 · outbound

This paper cites Residual denoising diffu- sion models.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Residual denoising diffu- sion models

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:58.155881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c69fc3f9-32d6-4eee-b87f-36c492d3eb62 · outbound

This paper cites Decoupled Weight Decay Regularization.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Decoupled Weight Decay Regularization

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:55:52.215643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c645c8df-7f9c-4a4d-8ab9-6eb7505e323c · outbound

This paper cites U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:55:52.288204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dc7d344-ff70-4bfd-8b86-fe8eba0c7c81 · outbound

This paper cites Dress code: High- resolution multi-category virtual try-on.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Dress code: High- resolution multi-category virtual try-on

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:58.009455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 31fa92e3-26bb-418f-93aa-3dbfe827f5dd · outbound

This paper cites T2i-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image T2i-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:57.949108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3000e9e7-5fac-4495-baaf-ab471a5dfb92 · outbound

This paper cites Dead- iff: An efficient stylization diffusion model with disentan- gled representations.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Dead- iff: An efficient stylization diffusion model with disentan- gled representations

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:57.839612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a13e917a-e549-480b-ab56-f8cdb4216de5 · outbound

This paper cites Learn- ing transferable visual models from natural language super- vision.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Learn- ing transferable visual models from natural language super- vision

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:57.670970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7488c379-7fe1-47f1-bbcc-4b7ca540532b · outbound

This paper cites High-resolution image syn- thesis with latent diffusion models.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image High-resolution image syn- thesis with latent diffusion models

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:57.504014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fb63d7d1-c47c-4a59-ad4f-dbd72e31f421 · outbound

This paper cites Adversarial diffusion distillation.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Adversarial diffusion distillation

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:57.404627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ff85163b-01d1-4ceb-a961-62652a03c7bb · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Deep unsupervised learning using nonequilibrium thermodynamics

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:57.255329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9465b74e-bf69-495a-ac6e-44162c1218d9 · outbound

This paper cites Shape de- formation using skeleton correspondences for realistic posed fashion flat creation.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Shape de- formation using skeleton correspondences for realistic posed fashion flat creation

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:57.134216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e013b6b4-41b5-419b-9965-f97ee02a05f5 · outbound

This paper cites Versatile diffusion: Text, images and variations all in one diffusion model.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Versatile diffusion: Text, images and variations all in one diffusion model

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:56.991345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2b44ad35-87ee-4b6c-8f41-993e64067761 · outbound

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

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:55:53.427563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09edcffe-5dc5-45f8-a297-9a4da9ba1c2e · outbound

This paper cites Adding conditional control to text-to-image diffusion models.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Adding conditional control to text-to-image diffusion models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T12:55:53.498037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85960ee5-fe5e-4a72-9329-405ee53ef769 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image The unreasonable effectiveness of deep features as a perceptual metric

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:55:53.608703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b5c6f68-4419-4373-9c46-b642ba487b96 · outbound

This paper cites GarmentAligner: Text-to-Garment Generation via Retrieval-augmented Multi-level Corrections.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image GarmentAligner: Text-to-Garment Generation via Retrieval-augmented Multi-level Corrections

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:55:55.473969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a5e37424-6225-4955-b06b-000ac4c12161 · outbound

This paper cites Armani: Part-level garment-text alignment for unified cross-modal fashion design.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Armani: Part-level garment-text alignment for unified cross-modal fashion design

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:56.867989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b75c5b80-b6be-4c2d-a4a7-ccaa316689fb · outbound

This paper cites Diffcloth: Diffusion based gar- ment synthesis and manipulation via structural cross-modal semantic alignment.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Diffcloth: Diffusion based gar- ment synthesis and manipulation via structural cross-modal semantic alignment

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:56.699026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 95ebc558-9efe-4188-94df-7dd25944a8f4 · outbound

This paper cites Ssr-encoder: Encoding selective subject representation for subject-driven generation.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Ssr-encoder: Encoding selective subject representation for subject-driven generation

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:56.554011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bdc1de75-6b2f-405d-a05a-cb6da4a8a7d4 · outbound

This paper cites TexControl: Sketch-Based Two-Stage Fashion Image Generation Using Diffusion Model.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image TexControl: Sketch-Based Two-Stage Fashion Image Generation Using Diffusion Model

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:55:55.234720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4f80639e-6e5c-413d-abf7-8c23aeabade0 · outbound

This paper cites Uni-controlnet: All-in-one control to text-to-image diffusion models.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Uni-controlnet: All-in-one control to text-to-image diffusion models

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:56.415019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 253eb31f-afc9-4f49-a602-1c8ab5919582 · outbound

This paper cites Dataset construction The dataset collection team comprised six members, each assigned to three to five garment brand websites.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Dataset construction The dataset collection team comprised six members, each assigned to three to five garment brand websites

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:56.364024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bde571f2-24e2-408b-8163-3cefb355ce57 · outbound

This paper cites an unresolved cited work.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:55:56.209600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6583bb0b-8182-4522-a1c5-ef36943d1b7a · outbound

This paper cites an unresolved cited work.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:55:56.038373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 75405dbe-d533-4719-bd27-f297da801f85 · outbound

This paper cites Current evaluation remains limited to design-stage synthesis due to scarce public datasets and garment genera- tion codes.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Current evaluation remains limited to design-stage synthesis due to scarce public datasets and garment genera- tion codes

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:55.881118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.