Paper Citation Record · LEDGER

AIpparel: A Multimodal Foundation Model for Digital Garments

As of 14 August 2026, this Paper Citation Record lists 88 of 88 outbound references and 2 inbound Pith citation observations for arXiv:2412.03937.

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

pith.paper-citation-record.v1
2412.03937 v5

Coverage vector

measured 88 of 88 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:02:04.058712Z

measured 90 of 90 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T04:45:52.947725Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T20:18:13.087461Z

Reference resolution

88 of 88 outbound references displayed

verified exact1
verified fuzzy58
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ec6ba598-481f-4478-a65f-ea9f59dd82f5 · outbound

This paper cites GPT-4 Technical Report.

AIpparel: A Multimodal Foundation Model for Digital Garments GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.729230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1f92e9f-a7d6-4be9-b586-d8ea72138867 · outbound

This paper cites Introducing claude 3.5 sonnet, 2024.

AIpparel: A Multimodal Foundation Model for Digital Garments Introducing claude 3.5 sonnet, 2024

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.734288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b8505a0-6357-4e1e-aceb-826810be1150 · outbound

This paper cites Close: A 3d clothing segmentation dataset and model.

AIpparel: A Multimodal Foundation Model for Digital Garments Close: A 3d clothing segmentation dataset and model

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.738142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76926e60-b30b-4835-92b4-13f073ecd55d · outbound

This paper cites Patternmaking for Fashion De- sign.

AIpparel: A Multimodal Foundation Model for Digital Garments Patternmaking for Fashion De- sign

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.742072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a97d57c-ceb9-48af-9736-944da4543e79 · outbound

This paper cites Multimodal garment designer: Human-centric latent diffusion models for fashion image editing.

AIpparel: A Multimodal Foundation Model for Digital Garments Multimodal garment designer: Human-centric latent diffusion models for fashion image editing

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.745965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfe7b178-ee6c-40b2-b165-b6726c0f6268 · outbound

This paper cites Es- timating garment patterns from static scan data.

AIpparel: A Multimodal Foundation Model for Digital Garments Es- timating garment patterns from static scan data

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.749495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e7c86c3-a79c-43db-8c44-0a65ecc7a7e6 · outbound

This paper cites Cloth3d: clothed 3d humans.

AIpparel: A Multimodal Foundation Model for Digital Garments Cloth3d: clothed 3d humans

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.753385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a79a1484-3b63-4191-a518-03fa35f9142c · outbound

This paper cites Improving image generation with better captions.

AIpparel: A Multimodal Foundation Model for Digital Garments Improving image generation with better captions

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.757431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1264f5b-a720-40cb-a622-fd9d9afa2909 · outbound

This paper cites Multi-garment net: Learning to dress 3d people from images.

AIpparel: A Multimodal Foundation Model for Digital Garments Multi-garment net: Learning to dress 3d people from images

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.760980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73eef5d6-141f-4167-bab5-b42c5b7cd117 · outbound

This paper cites Bedlam: A synthetic dataset of bodies exhibit- ing detailed lifelike animated motion.

AIpparel: A Multimodal Foundation Model for Digital Garments Bedlam: A synthetic dataset of bodies exhibit- ing detailed lifelike animated motion

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:05.013989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 27a61242-1ec9-4906-bc25-7f33746c3a3d · outbound

This paper cites RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control.

AIpparel: A Multimodal Foundation Model for Digital Garments RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.768214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 400f409d-fd0a-4164-ad2c-eb262790444e · outbound

This paper cites an unresolved cited work.

AIpparel: A Multimodal Foundation Model for Digital Garments Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:02:05.003336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1e0c8c66-4b5c-48e6-9ec9-fca2721b300c · outbound

This paper cites Deepsvg: A hierarchical generative network for vector graphics animation, 2020.

AIpparel: A Multimodal Foundation Model for Digital Garments Deepsvg: A hierarchical generative network for vector graphics animation, 2020

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.992249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bc53c3d2-9c24-4473-95e5-7cee130e0477 · outbound

This paper cites Garment modeling with a depth camera.ACM Trans.

AIpparel: A Multimodal Foundation Model for Digital Garments Garment modeling with a depth camera.ACM Trans

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.981700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 89db8389-9a98-40b9-bffd-4355d91816b0 · outbound

This paper cites Gonzalez, Ion Stoica, and Eric P.

AIpparel: A Multimodal Foundation Model for Digital Garments Gonzalez, Ion Stoica, and Eric P

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.785629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 642d086c-adfe-411c-9aa9-a453ec5eebfa · outbound

This paper cites Made-to-measure pat- tern development based on 3d whole body scans.

AIpparel: A Multimodal Foundation Model for Digital Garments Made-to-measure pat- tern development based on 3d whole body scans

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.963427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 463e128f-675f-4784-8b08-5eb540fb7699 · outbound

This paper cites Drapenet: Garment generation and self- supervised draping.

AIpparel: A Multimodal Foundation Model for Digital Garments Drapenet: Garment generation and self- supervised draping

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.952943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cdee46ba-8a36-4403-897a-e3e5c878b443 · outbound

This paper cites Virtual gar- ments: A fully geometric approach for clothing design.Com- puter Graphics Forum, 25(3):625–634, 2006.

AIpparel: A Multimodal Foundation Model for Digital Garments Virtual gar- ments: A fully geometric approach for clothing design.Com- puter Graphics Forum, 25(3):625–634, 2006

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.942811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b7721376-e968-4b42-b472-2e6e10ca0773 · outbound

This paper cites an unresolved cited work.

AIpparel: A Multimodal Foundation Model for Digital Garments Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:02:04.932637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6d885c95-bfae-46af-ad31-63aad6dd5d64 · outbound

This paper cites Re- verse engineering garments.

AIpparel: A Multimodal Foundation Model for Digital Garments Re- verse engineering garments

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.923781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1ce6d907-9a6c-4a4f-bcc4-e321f8a0d936 · outbound

This paper cites Dresscode: Autoregressively sewing and gen- erating garments from text guidance, 2024.

AIpparel: A Multimodal Foundation Model for Digital Garments Dresscode: Autoregressively sewing and gen- erating garments from text guidance, 2024

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.912753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e4ed7b70-f4bd-4a7d-b60e-f4e901a46fb8 · outbound

This paper cites Learn- ing locally editable virtual humans.

AIpparel: A Multimodal Foundation Model for Digital Garments Learn- ing locally editable virtual humans

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.901950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b551202a-a0c6-41d7-872e-ccb2e428ef92 · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen- Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

AIpparel: A Multimodal Foundation Model for Digital Garments Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen- Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.890787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b93ab854-90d2-4006-b4dd-3184bcb64db3 · outbound

This paper cites Audiogpt: Understanding and generating speech, music, sound, and talking head, 2023.

AIpparel: A Multimodal Foundation Model for Digital Garments Audiogpt: Understanding and generating speech, music, sound, and talking head, 2023

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.880111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d441944e-38be-4db1-b3f0-70d60bf971b1 · outbound

This paper cites Garment capture from a photograph.

AIpparel: A Multimodal Foundation Model for Digital Garments Garment capture from a photograph

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.869737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e2d26018-670b-42dd-b66f-0e744586b2dc · outbound

This paper cites Bcnet: Learning body and cloth shape from a single image.

AIpparel: A Multimodal Foundation Model for Digital Garments Bcnet: Learning body and cloth shape from a single image

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.859112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 01ca3a1b-0867-4ae8-9c41-7bb3302bd590 · outbound

This paper cites Text2human: Text-driven controllable human image generation.

AIpparel: A Multimodal Foundation Model for Digital Garments Text2human: Text-driven controllable human image generation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.831107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0f2ce69-d9c2-44ed-974a-8b9d8b7929d8 · outbound

This paper cites Generating datasets of 3d garments with sewing patterns.

AIpparel: A Multimodal Foundation Model for Digital Garments Generating datasets of 3d garments with sewing patterns

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.843782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 206bd783-8d53-4922-adf5-d7f2db41a2d1 · outbound

This paper cites Neuraltailor: Recon- structing sewing pattern structures from 3d point clouds of garments.

AIpparel: A Multimodal Foundation Model for Digital Garments Neuraltailor: Recon- structing sewing pattern structures from 3d point clouds of garments

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.834194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 49162fdd-27d5-4067-b32d-a5c6bf1eb035 · outbound

This paper cites Garment- code: Programming parametric sewing patterns.ACM Trans- actions on Graphics (TOG), 42(6):1–15, 2023.

AIpparel: A Multimodal Foundation Model for Digital Garments Garment- code: Programming parametric sewing patterns.ACM Trans- actions on Graphics (TOG), 42(6):1–15, 2023

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.824308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c3604238-d8c7-4be1-9da8-959a7b0920a5 · outbound

This paper cites Garmentcodedata: A dataset of 3d made-to-measure garments with sewing pat- terns, 2024.

AIpparel: A Multimodal Foundation Model for Digital Garments Garmentcodedata: A dataset of 3d made-to-measure garments with sewing pat- terns, 2024

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.813186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c37f5ad3-671c-4868-afa1-58cd9c28b6cf · outbound

This paper cites LISA: Reasoning Segmentation via Large Language Model.

AIpparel: A Multimodal Foundation Model for Digital Garments LISA: Reasoning Segmentation via Large Language Model

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.848908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5e5d9e4-0005-4c6f-a1f1-43ee3dfc70f6 · outbound

This paper cites GarmentDreamer: 3DGS Guided Garment Synthesis with Diverse Geometry and Texture Details.

AIpparel: A Multimodal Foundation Model for Digital Garments GarmentDreamer: 3DGS Guided Garment Synthesis with Diverse Geometry and Texture Details

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.853204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eef114e7-8088-4c9f-9cad-762bc97ddfa2 · outbound

This paper cites VideoChat: Chat-Centric Video Understanding.

AIpparel: A Multimodal Foundation Model for Digital Garments VideoChat: Chat-Centric Video Understanding

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.857820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f961132a-e8f5-411e-b625-c44c057a4da6 · outbound

This paper cites Kaufman, and Chenfanfu Jiang.

AIpparel: A Multimodal Foundation Model for Digital Garments Kaufman, and Chenfanfu Jiang

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.802627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bf5233fe-03a9-4021-a962-23a54f2fb088 · outbound

This paper cites Visual instruction tuning, 2023.

AIpparel: A Multimodal Foundation Model for Digital Garments Visual instruction tuning, 2023

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.792997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7af9e788-0cb4-480e-999c-a311e28ce6ea · outbound

This paper cites 3d interac- tive garment pattern-making technology.

AIpparel: A Multimodal Foundation Model for Digital Garments 3d interac- tive garment pattern-making technology

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.783361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7fc2dab2-254e-4b61-9539-5f474f5a4e92 · outbound

This paper cites Towards garment sewing pattern reconstruc- tion from a single image.

AIpparel: A Multimodal Foundation Model for Digital Garments Towards garment sewing pattern reconstruc- tion from a single image

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.774401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 37df569a-195a-49a5-bbf3-9c3ae644ea7f · outbound

This paper cites InternGPT: Solving Vision-Centric Tasks by Interacting with ChatGPT Beyond Language.

AIpparel: A Multimodal Foundation Model for Digital Garments InternGPT: Solving Vision-Centric Tasks by Interacting with ChatGPT Beyond Language

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.876613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 313bf240-575b-4838-b159-9a600935788a · outbound

This paper cites Garmatnet: A learning-based method for predicting 3d garment mesh with parameterized materials.

AIpparel: A Multimodal Foundation Model for Digital Garments Garmatnet: A learning-based method for predicting 3d garment mesh with parameterized materials

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.765421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f6eea59a-a46d-4564-82ed-100faea9a0aa · outbound

This paper cites Learn- ing to dress 3d people in generative clothing.

AIpparel: A Multimodal Foundation Model for Digital Garments Learn- ing to dress 3d people in generative clothing

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.755994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8fd121db-8017-40ce-9402-43f4c9e8cef4 · outbound

This paper cites Warp: A high-performance python frame- work for gpu simulation and graphics.

AIpparel: A Multimodal Foundation Model for Digital Garments Warp: A high-performance python frame- work for gpu simulation and graphics

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.746867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dc2149a6-c1a6-425d-904b-978a2c8839a1 · outbound

This paper cites Wang, and Xiaogang Jin.

AIpparel: A Multimodal Foundation Model for Digital Garments Wang, and Xiaogang Jin

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.736770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f0cff2fa-96b4-4d0a-89ef-43a851d3e63f · outbound

This paper cites 3d clothed human reconstruction in the wild.

AIpparel: A Multimodal Foundation Model for Digital Garments 3d clothed human reconstruction in the wild

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.727245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d2b70715-6079-4a84-bcda-20a2643516e4 · outbound

This paper cites Adaptive anisotropic remeshing for cloth simulation.

AIpparel: A Multimodal Foundation Model for Digital Garments Adaptive anisotropic remeshing for cloth simulation

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.717721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 01b00b3e-0c8e-4bab-93de-96d2f08068d9 · outbound

This paper cites Pose-independent gar- ment transfer.

AIpparel: A Multimodal Foundation Model for Digital Garments Pose-independent gar- ment transfer

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.707561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6631d8ac-60e3-4c0a-b9fd-e7faecd3d417 · outbound

This paper cites an unresolved cited work.

AIpparel: A Multimodal Foundation Model for Digital Garments Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:02:04.697150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 243688c2-1896-4915-be0b-7195fc54e420 · outbound

This paper cites an unresolved cited work.

AIpparel: A Multimodal Foundation Model for Digital Garments Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:02:04.686118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4e3f82ec-f110-40ff-9f49-106b7afdba7c · outbound

This paper cites Tailornet: Predicting clothing in 3d as a function of human pose, shape and garment style.

AIpparel: A Multimodal Foundation Model for Digital Garments Tailornet: Predicting clothing in 3d as a function of human pose, shape and garment style

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.674828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d50437bd-11c7-4b0d-a756-297ef0f50109 · outbound

This paper cites Com- putational pattern making from 3d garment models.

AIpparel: A Multimodal Foundation Model for Digital Garments Com- putational pattern making from 3d garment models

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.663148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b18df31e-f8de-49b2-9b8a-408ac50a3c8d · outbound

This paper cites 3dpeople: Mod- eling the geometry of dressed humans.

AIpparel: A Multimodal Foundation Model for Digital Garments 3dpeople: Mod- eling the geometry of dressed humans

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.653858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 54f5a470-ac1f-4c88-b213-64261eea5495 · outbound

This paper cites Learning transferable visual models from natural language supervision, 2021.

AIpparel: A Multimodal Foundation Model for Digital Garments Learning transferable visual models from natural language supervision, 2021

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.644133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b994e916-9c81-4a64-9eac-2d08e94657ca · outbound

This paper cites Deepspeed: System optimizations enable train- ing deep learning models with over 100 billion parame- ters.

AIpparel: A Multimodal Foundation Model for Digital Garments Deepspeed: System optimizations enable train- ing deep learning models with over 100 billion parame- ters

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.634306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 97c9f5ec-b373-44e3-8ec0-2f0a9d44f71e · outbound

This paper cites Pifu: Pixel-aligned implicit function for high-resolution clothed human digitiza- tion.

AIpparel: A Multimodal Foundation Model for Digital Garments Pifu: Pixel-aligned implicit function for high-resolution clothed human digitiza- tion

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.934826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa6e47f1-2784-4811-be16-652443ec29be · outbound

This paper cites Variational surface cut- ting.

AIpparel: A Multimodal Foundation Model for Digital Garments Variational surface cut- ting

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.618404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 144f5128-90a0-4477-a966-c26bfc83e331 · outbound

This paper cites Hugginggpt: solving ai tasks with chatgpt and its friends in hugging face.

AIpparel: A Multimodal Foundation Model for Digital Garments Hugginggpt: solving ai tasks with chatgpt and its friends in hugging face

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.607723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 69097e2c-2cf3-4d28-9dce-26f8baf1bd0c · outbound

This paper cites Wordrobe: Text-guided generation of textured 3d garments.

AIpparel: A Multimodal Foundation Model for Digital Garments Wordrobe: Text-guided generation of textured 3d garments

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.597365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 70b3b98f-d6aa-4ebb-ad3a-7c6643b7501a · outbound

This paper cites Hashimoto.

AIpparel: A Multimodal Foundation Model for Digital Garments Hashimoto

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.586687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 95da9091-9e5b-4855-824f-89dbeee3caaf · outbound

This paper cites Sizer: A dataset and model for parsing 3d clothing and learning size sensitive 3d clothing.

AIpparel: A Multimodal Foundation Model for Digital Garments Sizer: A dataset and model for parsing 3d clothing and learning size sensitive 3d clothing

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.576608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 836be206-617f-4641-9df4-8ee2c4963ad3 · outbound

This paper cites Deepdraper: Fast and accurate 3d garment draping over a 3d human body.

AIpparel: A Multimodal Foundation Model for Digital Garments Deepdraper: Fast and accurate 3d garment draping over a 3d human body

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.566755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 640fa8c5-8a6b-4285-88ac-8b4c9f0977f1 · outbound

This paper cites Cambrian-1: A fully open, vision-centric exploration of multimodal llms,.

AIpparel: A Multimodal Foundation Model for Digital Garments Cambrian-1: A fully open, vision-centric exploration of multimodal llms,

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.955748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0341f8c6-c697-41e8-b99e-db26a2e46cec · outbound

This paper cites Llama 2: Open foundation and fine- tuned chat models, 2023.

AIpparel: A Multimodal Foundation Model for Digital Garments Llama 2: Open foundation and fine- tuned chat models, 2023

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.551187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 55a3f025-103a-4370-b1c5-ea44da9631dd · outbound

This paper cites Fully convolutional graph neural networks for para- metric virtual try-on.

AIpparel: A Multimodal Foundation Model for Digital Garments Fully convolutional graph neural networks for para- metric virtual try-on

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.541711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1fa2a3d0-2d0b-4e99-861b-f848d80ac36f · outbound

This paper cites Wang, Yu Wang, and Matthew M.F.

AIpparel: A Multimodal Foundation Model for Digital Garments Wang, Yu Wang, and Matthew M.F

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.531773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7c1eae1b-3a23-41d0-9439-3baf3b5796c8 · outbound

This paper cites an unresolved cited work.

AIpparel: A Multimodal Foundation Model for Digital Garments Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:02:04.522261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 64f9123f-018a-4363-8289-9a3314c3f173 · outbound

This paper cites Data-driven elastic models for cloth: modeling and measure- ment.

AIpparel: A Multimodal Foundation Model for Digital Garments Data-driven elastic models for cloth: modeling and measure- ment

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.512015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d80dacca-78d9-439b-af41-0599b8fe6b89 · outbound

This paper cites Interactive 3d garment design with con- strained contour curves and style curves.

AIpparel: A Multimodal Foundation Model for Digital Garments Interactive 3d garment design with con- strained contour curves and style curves

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.501342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5430abea-0145-4f75-9e8c-c197e1e27b1f · outbound

This paper cites Wang, Duygu Ceylan, Jovan Popovi ´c, and Niloy Jyoti Mitra.

AIpparel: A Multimodal Foundation Model for Digital Garments Wang, Duygu Ceylan, Jovan Popovi ´c, and Niloy Jyoti Mitra

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.489217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8aa35d23-8741-4e88-b095-44e2b0e13baf · outbound

This paper cites Visionllm: Large language model is also an open-ended decoder for vision-centric tasks, 2023.

AIpparel: A Multimodal Foundation Model for Digital Garments Visionllm: Large language model is also an open-ended decoder for vision-centric tasks, 2023

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.479167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 90eb0978-5ef7-4413-9edb-46fb9b0344ca · outbound

This paper cites Designing Personalized Garments with Body Movement.

AIpparel: A Multimodal Foundation Model for Digital Garments Designing Personalized Garments with Body Movement

Reference 70

Resolution: verified exact; local_arxiv, observed 2026-08-11T22:02:04.125073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 15a4ea26-0857-4ce7-89f0-cc2775c72ce6 · outbound

This paper cites Visual chatgpt: Talking, drawing and editing with visual foundation models, 2023.

AIpparel: A Multimodal Foundation Model for Digital Garments Visual chatgpt: Talking, drawing and editing with visual foundation models, 2023

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.995164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 456deeb1-e6b4-43a2-a432-afa5f61dfdc2 · outbound

This paper cites PointLLM: Empowering Large Language Models to Understand Point Clouds.

AIpparel: A Multimodal Foundation Model for Digital Garments PointLLM: Empowering Large Language Models to Understand Point Clouds

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:03.998697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ede15402-45b9-47a0-b70c-3005a6de63a5 · outbound

This paper cites Clothpose: A real-world benchmark for visual analysis of garment pose via an indi- rect recording solution.

AIpparel: A Multimodal Foundation Model for Digital Garments Clothpose: A real-world benchmark for visual analysis of garment pose via an indi- rect recording solution

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.462061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bc12aa52-0586-436f-b326-55b9647c4587 · outbound

This paper cites Gpt4tools: Teaching llm to use tools via self-instruction, 2023.

AIpparel: A Multimodal Foundation Model for Digital Garments Gpt4tools: Teaching llm to use tools via self-instruction, 2023

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.339093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3d0df29d-eb3a-44db-a697-716798c01897 · outbound

This paper cites an unresolved cited work.

AIpparel: A Multimodal Foundation Model for Digital Garments Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:02:04.328662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a4756103-2561-44fe-b3ec-c739e0d7267e · outbound

This paper cites an unresolved cited work.

AIpparel: A Multimodal Foundation Model for Digital Garments Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:02:04.318981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ec3af99c-b558-4728-b9bf-bbe38341d747 · outbound

This paper cites Mm-react: Prompting chat- gpt for multimodal reasoning and action.

AIpparel: A Multimodal Foundation Model for Digital Garments Mm-react: Prompting chat- gpt for multimodal reasoning and action

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.308252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e71ba52c-1d47-4328-b701-82842299a5df · outbound

This paper cites Dress anyone : Automatic physically-based garment pattern refit- ting, 2024.

AIpparel: A Multimodal Foundation Model for Digital Garments Dress anyone : Automatic physically-based garment pattern refit- ting, 2024

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.294510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f007188f-b259-46c3-b6cf-73286033641a · outbound

This paper cites Prototype garment pat- tern flattening based on individual 3d virtual dummy.

AIpparel: A Multimodal Foundation Model for Digital Garments Prototype garment pat- tern flattening based on individual 3d virtual dummy

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.283835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a8b1c4aa-b56e-4122-b04f-0d9258954947 · outbound

This paper cites Speechgpt: Empow- ering large language models with intrinsic cross-modal con- versational abilities, 2023.

AIpparel: A Multimodal Foundation Model for Digital Garments Speechgpt: Empow- ering large language models with intrinsic cross-modal con- versational abilities, 2023

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.274732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 751ba8cc-fbd6-43ca-9e21-2a5beb08a871 · outbound

This paper cites Design2cloth: 3d cloth generation from 2d masks.

AIpparel: A Multimodal Foundation Model for Digital Garments Design2cloth: 3d cloth generation from 2d masks

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.263383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b2a8ad32-a88e-4dcf-8644-8bbe0b651258 · outbound

This paper cites Physavatar: Learning the physics of dressed 3d avatars from visual observations.

AIpparel: A Multimodal Foundation Model for Digital Garments Physavatar: Learning the physics of dressed 3d avatars from visual observations

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.251589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f017474d-80e6-43e8-9ee2-99fcac2a524e · outbound

This paper cites PhysAvatar: Learning the Physics of Dressed 3D Avatars from Visual Observations.

AIpparel: A Multimodal Foundation Model for Digital Garments PhysAvatar: Learning the Physics of Dressed 3D Avatars from Visual Observations

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:04.040796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28ea7258-1351-4d6c-929d-073907264918 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

AIpparel: A Multimodal Foundation Model for Digital Garments MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-11T22:02:04.044794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 583e1202-aa38-4bd4-bd66-8b10cb0b9639 · outbound

This paper cites Deep fashion3d: A dataset and benchmark for 3d garment recon- struction from single images.

AIpparel: A Multimodal Foundation Model for Digital Garments Deep fashion3d: A dataset and benchmark for 3d garment recon- struction from single images

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.240914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a4a0306c-535f-4739-92d5-b98b38134f0a · outbound

This paper cites Registering explicit to implicit: Towards high-fidelity gar- ment mesh reconstruction from single images.

AIpparel: A Multimodal Foundation Model for Digital Garments Registering explicit to implicit: Towards high-fidelity gar- ment mesh reconstruction from single images

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.229862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 91bc4f57-6005-4848-be93-085f7c9bd12a · outbound

This paper cites Cloth4d: A dataset for clothed human reconstruction.

AIpparel: A Multimodal Foundation Model for Digital Garments Cloth4d: A dataset for clothed human reconstruction

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.218931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 44079e63-f426-48d9-bca0-cc9d284d21c2 · outbound

This paper cites Once the changes are complete, return the list of attributes, without any additional information.

AIpparel: A Multimodal Foundation Model for Digital Garments Once the changes are complete, return the list of attributes, without any additional information

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:02:04.207559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation af3b091c-51ac-4533-97ed-250fe26745c7 · inbound

Dress-1-to-3: Single Image to Simulation-Ready 3D Outfit with Diffusion Prior and Differentiable Physics cites this paper.

Dress-1-to-3: Single Image to Simulation-Ready 3D Outfit with Diffusion Prior and Differentiable Physics AIpparel: A Multimodal Foundation Model for Digital Garments

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-09T04:45:52.947725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0304901-5331-40bb-b96f-b7749ee11fed · inbound

InverseDraping: Recovering Sewing Patterns from 3D Garment Surfaces via BoxMesh Bridging cites this paper.

InverseDraping: Recovering Sewing Patterns from 3D Garment Surfaces via BoxMesh Bridging AIpparel: A Multimodal Foundation Model for Digital Garments

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:18:13.089460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.