Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T05:45:36.414918Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 81 of 81 outbound references and 0 inbound Pith citation observations for arXiv:2508.01381.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T05:45:36.414918Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
81 of 81 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 047ec8b8-d6cc-486a-ba37-e99cb5ce3112 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Photorealistic monocular 3d reconstruction of humans wear- ing clothing
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers CloSe: A 3D clothing segmentation dataset and model
Reference 2
Source-reported events for the cited work
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Observation a653a638-4217-4ca8-99bb-f78d41ca5e9a · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers 4dhumanoutfit: a multi-subject 4d dataset of human motion sequences in varying outfits ex- hibiting large displacements
Reference 3
Source-reported events for the cited work
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Observation 137609fe-b54c-409c-b3ba-df4c784d3327 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Multi-garment net: Learning to dress 3d people from images
Reference 4
Source-reported events for the cited work
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Observation 1cc31549-64a0-4449-b89c-572fccfc80ec · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Chat- garment: Garment estimation, generation and editing via large language models
Reference 5
Source-reported events for the cited work
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Observation 6fc9b424-f843-4fac-bdd6-52993472b9b9 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Unresolved cited work
Reference 6
Source-reported events for the cited work
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ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Smpler-x: Scaling up expressive human pose and shape estimation
Reference 7
Source-reported events for the cited work
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Observation c5cd6d6f-2997-455d-9dcc-f181be4f39c0 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Unresolved cited work
Reference 8
Source-reported events for the cited work
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Observation abf7f581-4bb4-4149-a469-c3f859ec7607 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Animatable neural radiance fields from monocular rgb videos, 2021
Reference 9
Source-reported events for the cited work
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Observation 6cc51b5a-43d0-4232-91c7-56b3b366fe9d · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Neural unsigned distance fields for implicit function learning
Reference 10
Source-reported events for the cited work
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Observation 0f8980cc-e66b-45cf-b70a-a608a8e2dae1 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers High-quality streamable free-viewpoint video
Reference 11
Source-reported events for the cited work
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Observation db625e83-1cff-4df8-86db-d83da51ed96a · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Smplicit: Topology-aware generative model for clothed people
Reference 12
Source-reported events for the cited work
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Observation 1fc46d05-9c84-4d8c-bf79-5ff452b4fa1b · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Structured 3d features for reconstructing relightable and an- imatable avatars
Reference 13
Source-reported events for the cited work
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Observation f6b7ad2e-6afb-49ca-83f0-a85dc740f41c · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Deepgarment: 3d garment shape estimation from a single image
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0a221510-a566-4dab-bb89-2d81088c96ea · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Perfor- mance capture from sparse multi-view video
Reference 15
Source-reported events for the cited work
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Observation f35c9981-dce4-4a3a-90d5-7bfdca1880fe · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers DrapeNet: Garment Generation and Self- Supervised Draping
Reference 16
Source-reported events for the cited work
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Observation 96839cb5-758a-4ae9-be1b-a19832d5089f · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Tela: Text to layer-wise 3d clothed human generation
Reference 17
Source-reported events for the cited work
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Observation d5a0d6ba-acf2-4037-8788-0375d1bd9e27 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Pina: Learning a personalized implicit neural avatar from a single rgb-d video sequence
Reference 18
Source-reported events for the cited work
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Observation 1516cc75-bb0b-45b6-8331-52e299e9ec28 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers LAGA: Layered 3D Avatar Generation and Customization via Gaussian Splatting
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb870bee-6bd1-4ff9-be71-fef8287ea55a · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Black, and Otmar Hilliges
Reference 20
Source-reported events for the cited work
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Observation 7ebddd9d-b4be-446d-9e08-dca9a9e43f80 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers ContourCraft: Learning to resolve intersections in neural multi-garment simulations
Reference 21
Source-reported events for the cited work
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Observation a4c10071-d386-4a3e-9da2-fc39953c2248 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Vid2avatar: 3d avatar reconstruction from videos in the wild via self-supervised scene decomposition
Reference 22
Source-reported events for the cited work
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Observation 2dd1df42-9afa-491b-8ba2-c2a8f66a9378 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Reloo: Reconstructing humans dressed in loose garments from monocular video in the wild
Reference 23
Source-reported events for the cited work
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Observation 1b391af7-1c99-483f-8dce-28f6d8747691 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Vid2avatar-pro: Authentic avatar from videos in the wild via universal prior
Reference 24
Source-reported events for the cited work
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Observation a89d538e-d217-42b5-bfce-a1b952827f5a · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers High-fidelity 3d human digitization from single 2k resolution images
Reference 25
Source-reported events for the cited work
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Observation a8e487b2-4864-4ebe-bc30-c14c0eedd09f · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Arch++: Animation-ready clothed human recon- struction revisited
Reference 26
Source-reported events for the cited work
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Observation e9671718-b16e-46f6-a25b-ca5413944272 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Deep fashion3d: A dataset and benchmark for 3d garment recon- struction from single images
Reference 27
Source-reported events for the cited work
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Observation 9bffd15d-fc2b-45f5-be82-47d49b0ba414 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Learn- ing locally editable virtual humans
Reference 28
Source-reported events for the cited work
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Observation a394d0e6-2c11-40fc-a084-49ff2660fba6 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Sith: Single- view textured human reconstruction with image-conditioned diffusion
Reference 29
Source-reported events for the cited work
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Observation d66593a0-954c-4590-8ecc-876254955a68 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Gaussianavatar: Towards realistic human avatar modeling from a single video via animatable 3d gaussians
Reference 30
Source-reported events for the cited work
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Observation b8ee3143-9b33-4268-b35c-a28a21d77521 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Arch: Animatable reconstruction of clothed hu- mans
Reference 31
Source-reported events for the cited work
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Observation b2b0263f-9e2b-448e-a0f1-0f473428d107 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Bcnet: Learning body and cloth shape from a single image
Reference 32
Source-reported events for the cited work
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Observation 412ebe1e-5dd4-412c-8f60-f9f36dc53bdb · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Sel- frecon: Self reconstruction your digital avatar from monoc- ular video
Reference 33
Source-reported events for the cited work
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Observation 231be881-e720-4396-bd0f-e2aefc252c01 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers In- stantavatar: Learning avatars from monocular video in 60 seconds
Reference 34
Source-reported events for the cited work
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Observation 9744a467-db5f-4448-871f-71849d33c1fa · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Neuman: Neural human radiance field from a single video
Reference 35
Source-reported events for the cited work
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Observation aa05545d-7a72-4c67-9c39-c194b2dee89d · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers 3d gaussian splatting for real-time radiance field rendering
Reference 36
Source-reported events for the cited work
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Observation 2ac68ba3-0bfb-4fad-a7e3-f24a9ea96acb · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Gala: Generating animatable layered assets from a sin- gle scan
Reference 37
Source-reported events for the cited work
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Observation 76f5945a-7709-49fe-9241-ceddf92944bb · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Berg, Wan-Yen Lo, Piotr Dollar, and Ross Girshick
Reference 38
Source-reported events for the cited work
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Observation 9434bdbf-0a23-4697-b25c-f22826df405a · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers PSHuman: Photorealistic Single-image 3D Human Reconstruction using Cross-Scale Multiview Diffusion and Explicit Remeshing
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c76ebec8-71e6-4a17-8859-a708d1450bb8 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers ISP: Multi-Layered Garment Draping with Implicit Sewing Patterns
Reference 40
Source-reported events for the cited work
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Observation aa017468-9c72-4cea-b865-40176df0cd46 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Garment recovery with shape and deformation priors
Reference 41
Source-reported events for the cited work
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Observation 12e77ead-5f97-45c7-aa53-baa0904f8c8f · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers High-Fidelity Clothed Avatar Reconstruction from a Single Image
Reference 42
Source-reported events for the cited work
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Observation 6e780c94-93f2-4ed5-ab74-24ee27d0ded5 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Layga: Layered gaussian avatars for 10 animatable clothing transfer
Reference 43
Source-reported events for the cited work
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Observation 15f573d4-3f89-487b-b055-fe61a4397244 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers A point-cloud- based multiview stereo algorithm for free-viewpoint video
Reference 44
Source-reported events for the cited work
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Observation a1cdba71-e6cb-479e-ba12-ee3cf0aab095 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Garverselod: High-fidelity 3d garment recon- struction from a single in-the-wild image using a dataset with levels of details
Reference 45
Source-reported events for the cited work
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Observation ad171a10-26d8-492a-904f-8292c8688c5e · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Unresolved cited work
Reference 46
Source-reported events for the cited work
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Observation 8d16f4b8-0d57-48cd-87e9-80d7fb394eec · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Srinivasan, Matthew Tancik, Jonathan T
Reference 47
Source-reported events for the cited work
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Observation a6c8fe45-442d-48a0-8863-fddd60c7b2ac · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers 3d clothed human reconstruction in the wild
Reference 48
Source-reported events for the cited work
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Observation 628f1c3d-0570-40fa-8ebb-1115d774007d · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Unresolved cited work
Reference 49
Source-reported events for the cited work
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Observation 114bbcad-11fe-4d86-902c-f2ce0a4dbbc1 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Im- plicit neural representations with structured latent codes for human body modeling
Reference 50
Source-reported events for the cited work
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Observation 91bcedae-7109-4457-a1d0-8bf67c45b02e · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Rec-mv: Reconstruct- ing 3d dynamic cloth from monocular videos
Reference 51
Source-reported events for the cited work
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Observation a5d5491b-0c54-4ce7-b446-9275c96ae07a · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Grounded sam: Assembling open-world models for diverse visual tasks,
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dcca13cf-6b93-4c80-8f15-91048a551705 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Pifu: Pixel-aligned implicit function for high-resolution clothed human digitiza- tion
Reference 53
Source-reported events for the cited work
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Observation f2e8407c-339c-42cf-97e2-d5291298dbf3 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Pifuhd: Multi-level pixel-aligned implicit function for high-resolution 3d human digitization
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0b110f4a-6c39-4680-9aec-edb2d015f431 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers SNUG: Self-Supervised Neural Dynamic Garments
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 80615f41-6b2d-4783-8f5a-287939f2fb07 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Otaduy, Nils Thuerey, and Dan Casas
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 892c159c-1eb7-4cbc-a8d6-d10cc853303b · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers X-avatar: Ex- pressive human avatars
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ebafbc6e-f1d3-48c8-99d2-c98f4e4d425c · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Canonical- fusion: Generating drivable 3d human avatars from multi- ple images
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 529ab741-155f-40dc-a199-09ecd7b24fb4 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Model-based multiple view reconstruction of people
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 93a9e79b-7ae0-48cd-a513-d29edb479881 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Surface capture for performance-based animation
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 16dc7edd-0532-403f-9595-b18df1908ef6 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers State of the art on neural rendering
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5420853b-54e3-42c0-a1f8-a5a8dd2edfe6 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Advances in neural rendering
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6b84537a-b687-4c63-a3e2-d0a1e2545416 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Sizer: A dataset and model for parsing 3d clothing and learning size sensitive 3d clothing
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 71351174-2072-49c4-aee2-d14e3f03117e · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers High resolution 3d shape texture from multiple videos
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1b2e815c-da7a-4259-b39c-2aa8e37b6f4b · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers 4d-dress: A 4d dataset of real-world human clothing with se- mantic annotations
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9249eb28-4c6d-44ba-9dba-02ae78768c9b · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Humancoser: Layered 3d human generation via semantic-aware diffusion model
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e9da153-20a6-4814-8c96-4d9625b7ffc5 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Srinivasan, Jonathan T
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4aef0636-0a74-4905-b070-143c2e53c90f · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Neural fields in visual computing and beyond
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f9fe2bb7-6022-4d90-bc9b-9725a267fb9e · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Unresolved cited work
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 321f7091-9f18-4032-9667-bb391d9540e2 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Unresolved cited work
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 567ba20d-eead-4232-b586-395a73eff02e · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Deep Learning Technique for Human Parsing: A Survey and Outlook
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 01355b62-3d0f-489d-bd74-f930a4d3f412 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Unresolved cited work
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a6e0d9ee-3e70-4d29-955f-e85df60f481f · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Function4d: Real-time human vol- umetric capture from very sparse consumer rgbd sensors
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2076ad42-5362-42ac-a38f-cff118f6a4cc · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Sifu: Side- view conditioned implicit function for real-world usable clothed human reconstruction
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9f75d829-25db-4af7-994b-3f4fe58a5c94 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Humannerf: Efficiently gen- erated human radiance field from sparse inputs
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a2e648e1-9f26-4eb6-b928-e36b5f8b0a40 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Black, and Otmar Hilliges
Reference 76
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9f261659-5471-4b37-908b-cbcbef290094 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Physavatar: Learning the physics of dressed 3d avatars from visual observations, 2024
Reference 77
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c827ac5b-08bb-42f3-a411-0f24905ae719 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Pamir: Parametric model-conditioned implicit representa- tion for image-based human reconstruction
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b906384c-6ef5-46a2-873d-7788d55c7219 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Registering explicit to implicit: Towards high-fidelity gar- ment mesh reconstruction from single images
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 361573c0-e70e-4897-b6cf-ab1e69e08622 · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Body Fitting and Garment Separation In the garment reconstruction stage, we first fit a single- layer watertight mesh to each image using SITH [29]
Reference 80
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 748d22c0-a711-40cd-8956-a69c5bffb50b · outbound
ReMu: Reconstructing Multi-layer 3D Clothed Human from Image Layers Unresolved cited work
Reference 81
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.