GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction | Paper Citation Record

Observation 29d8a56f-2ba6-4cc5-b3d6-6c56768b9ae3 · outbound

This paper cites Rethinking induc- tive biases for surface normal estimation.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Rethinking induc- tive biases for surface normal estimation

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.927829Z

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Observation 88787c29-e1f7-4a6a-8ee1-8ba892815826 · outbound

This paper cites Mip-nerf: A multiscale representation for anti-aliasing neu- ral radiance fields.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Mip-nerf: A multiscale representation for anti-aliasing neu- ral radiance fields

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:32.087281Z

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Observation 534ab72e-46c2-4a9f-90f3-846624597080 · outbound

This paper cites Depth Pro: Sharp Monocular Metric Depth in Less Than a Second.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Depth Pro: Sharp Monocular Metric Depth in Less Than a Second

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:32.247911Z

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Observation b38e3bab-893d-43df-92a9-d3da38a4551f · outbound

This paper cites High-quality surface splatting on today’s gpus.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction High-quality surface splatting on today’s gpus

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.903248Z

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

Observation 0b6c1ff0-59b0-471d-9358-3ac5bdac65eb · outbound

This paper cites Physically-based shading at disney.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Physically-based shading at disney

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.887585Z

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

Observation 1e03b74f-8d41-419d-8424-8a0d8bacaa01 · outbound

This paper cites PGSR: Planar-based Gaussian Splatting for Efficient and High-Fidelity Surface Reconstruction.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction PGSR: Planar-based Gaussian Splatting for Efficient and High-Fidelity Surface Reconstruction

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:32.576187Z

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Observation 3e1c8ad8-02c6-487a-9900-d19d2ee0c485 · outbound

This paper cites NeuSG: Neural Implicit Surface Reconstruction with 3D Gaussian Splatting Guidance.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction NeuSG: Neural Implicit Surface Reconstruction with 3D Gaussian Splatting Guidance

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:32.787151Z

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Observation e9f9fc42-b3f9-4b8a-8e3a-d1acf2557573 · outbound

This paper cites VCR-GauS: View Consistent Depth-Normal Regularizer for Gaussian Surface Reconstruction.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction VCR-GauS: View Consistent Depth-Normal Regularizer for Gaussian Surface Reconstruction

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:32.956268Z

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Observation cdab5b36-e04f-4989-9b54-a22d7b493b50 · outbound

This paper cites A reflectance model for computer graphics.ACM Siggraph Computer Graphics, 15(3):307–316, 1981.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction A reflectance model for computer graphics.ACM Siggraph Computer Graphics, 15(3):307–316, 1981

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.873284Z

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Observation 3025fc60-1000-4341-8392-b7a689a28fde · outbound

This paper cites High-quality surface recon- struction using gaussian surfels.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction High-quality surface recon- struction using gaussian surfels

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.858050Z

Source-reported events for the cited work

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

Observation fc238b0a-beb1-40d8-9dc4-f94777127cf6 · outbound

This paper cites The triangle processor and normal vector shader: a vlsi system for high performance graphics.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction The triangle processor and normal vector shader: a vlsi system for high performance graphics

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.842231Z

Source-reported events for the cited work

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Observation c94bf216-8b75-4ec4-84ad-32284411c3bb · outbound

This paper cites Diffusiondepth: Diffusion denoising approach for monocular depth estima- tion.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Diffusiondepth: Diffusion denoising approach for monocular depth estima- tion

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.825782Z

Source-reported events for the cited work

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

Observation 4e8c055c-f7d5-4c10-b8d5-eda6681eb318 · outbound

This paper cites Omnidata: A scalable pipeline for making multi- task mid-level vision datasets from 3d scans.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Omnidata: A scalable pipeline for making multi- task mid-level vision datasets from 3d scans

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:33.774503Z

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Unavailable: canonical work link unavailable.

Observation 02245c0b-8f0b-4e5f-82c8-286509602d59 · outbound

This paper cites Predicting depth, surface nor- mals and semantic labels with a common multi-scale con- volutional architecture.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Predicting depth, surface nor- mals and semantic labels with a common multi-scale con- volutional architecture

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:33.931823Z

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Unavailable: canonical work link unavailable.

Observation de418b4b-aeb5-4900-92f8-7b87e2059fb5 · outbound

This paper cites Depth map prediction from a single image using a multi-scale deep net- work.Advances in neural information processing systems, 27, 2014.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Depth map prediction from a single image using a multi-scale deep net- work.Advances in neural information processing systems, 27, 2014

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:34.067744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b945229-2fcd-4ee6-ab16-ae871c0f7820 · outbound

This paper cites Geowiz- ard: Unleashing the diffusion priors for 3d geometry esti- mation from a single image.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Geowiz- ard: Unleashing the diffusion priors for 3d geometry esti- mation from a single image

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.780598Z

Source-reported events for the cited work

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

Observation 069a8626-a95f-4ddd-80cd-c3186b264bd3 · outbound

This paper cites Planar Reflection-Aware Neural Radiance Fields.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Planar Reflection-Aware Neural Radiance Fields

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:39:40.222624Z

Source-reported events for the cited work

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

Observation 98615c37-902b-45f9-b5f5-291c811d5d88 · outbound

This paper cites Relightable 3D Gaussians: Realistic Point Cloud Relighting with BRDF Decomposition and Ray Tracing.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Relightable 3D Gaussians: Realistic Point Cloud Relighting with BRDF Decomposition and Ray Tracing

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:34.607470Z

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Observation 9722c893-ad49-45e6-846d-e3f6c55e592c · outbound

This paper cites Nerfren: Neural radiance fields with reflections.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Nerfren: Neural radiance fields with reflections

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.764631Z

Source-reported events for the cited work

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

Observation 12355786-002c-4b1d-898f-328a34d2af4d · outbound

This paper cites 2d gaussian splatting for geometrically ac- curate radiance fields.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction 2d gaussian splatting for geometrically ac- curate radiance fields

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.748618Z

Source-reported events for the cited work

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

Observation ed184b79-f157-41da-b8f0-d94d5bacc331 · outbound

This paper cites Transparent and specu- lar object reconstruction.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Transparent and specu- lar object reconstruction

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.732319Z

Source-reported events for the cited work

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

Observation ddc8727e-2f0b-4f0b-bb04-874753cc506a · outbound

This paper cites Gaussian- shader: 3d gaussian splatting with shading functions for re- flective surfaces.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Gaussian- shader: 3d gaussian splatting with shading functions for re- flective surfaces

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.717149Z

Source-reported events for the cited work

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

Observation befa6a90-8f9a-468f-b2cb-58699644e61c · outbound

This paper cites The rendering equation.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction The rendering equation

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.699968Z

Source-reported events for the cited work

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

Observation d80c973c-26c6-4bb2-b0e3-d08ca3c072ac · outbound

This paper cites Real shading in unreal engine 4.Proc.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Real shading in unreal engine 4.Proc

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.685103Z

Source-reported events for the cited work

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

Observation ecbbf7db-3990-4d04-bb05-6d69b0692be9 · outbound

This paper cites Repurpos- ing diffusion-based image generators for monocular depth estimation.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Repurpos- ing diffusion-based image generators for monocular depth estimation

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.668656Z

Source-reported events for the cited work

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

Observation 54d25bc1-c4d6-4d0d-8442-20705dd36e0a · outbound

This paper cites 3d gaussian splatting for real-time radiance field rendering.ACM Trans.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction 3d gaussian splatting for real-time radiance field rendering.ACM Trans

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:36.038572Z

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Observation 3a6810c7-4785-4d01-89f9-788d3d7d3fd5 · outbound

This paper cites Stanford-orb: a real-world 3d object inverse rendering benchmark.Advances in Neural Information Processing Systems, 36, 2024.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Stanford-orb: a real-world 3d object inverse rendering benchmark.Advances in Neural Information Processing Systems, 36, 2024

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.643347Z

Source-reported events for the cited work

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

Observation 2c76f43f-4d3e-4ef6-a2cb-71becf047256 · outbound

This paper cites Tensosdf: Roughness-aware tensorial representation for robust geom- etry and material reconstruction.ACM Transactions on Graphics (TOG), 43(4):1–13, 2024.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Tensosdf: Roughness-aware tensorial representation for robust geom- etry and material reconstruction.ACM Transactions on Graphics (TOG), 43(4):1–13, 2024

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.627470Z

Source-reported events for the cited work

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

Observation 90f88f0c-8c52-461a-bcf6-7f7b76980b3f · outbound

This paper cites Megadepth: Learning single- view depth prediction from internet photos.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Megadepth: Learning single- view depth prediction from internet photos

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.612016Z

Source-reported events for the cited work

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

Observation e085395e-a75e-4c43-85de-7922b0f703f7 · outbound

This paper cites Neuralangelo: High-fidelity neural surface reconstruction.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Neuralangelo: High-fidelity neural surface reconstruction

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:36.681130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7afd3bed-cd9c-45bb-a57e-1cdfc39dc74f · outbound

This paper cites Gs-ir: 3d gaussian splatting for inverse rendering.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Gs-ir: 3d gaussian splatting for inverse rendering

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.587386Z

Source-reported events for the cited work

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

Observation 4e1d4bf0-d6c5-4902-8966-2ea971da577f · outbound

This paper cites Nero: Neural geometry and brdf reconstruction of reflective objects from multiview images.ACM Transactions on Graphics (TOG), 42(4):1–22, 2023.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Nero: Neural geometry and brdf reconstruction of reflective objects from multiview images.ACM Transactions on Graphics (TOG), 42(4):1–22, 2023

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.572263Z

Source-reported events for the cited work

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

Observation 28d756d5-c265-4e37-99f8-40bbd8e567e1 · outbound

This paper cites Stealing Stable Diffusion Prior for Robust Monocular Depth Estimation.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Stealing Stable Diffusion Prior for Robust Monocular Depth Estimation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:37.132851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3c3ef27-97a9-4ccd-94e1-82247ac6ec12 · outbound

This paper cites Fine-tuning image-conditional diffusion models is easier than you think.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Fine-tuning image-conditional diffusion models is easier than you think

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:37.277044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b474ec1-a23b-41fd-a767-8bdd66423c6d · outbound

This paper cites Nerf: Representing scenes as neural radiance fields for view syn- thesis.Communications of the ACM, 65(1):99–106, 2021.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Nerf: Representing scenes as neural radiance fields for view syn- thesis.Communications of the ACM, 65(1):99–106, 2021

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:37.491767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c34fb544-37be-4e9e-9e00-6fa0163ad8ca · outbound

This paper cites Extracting triangular 3d models, materials, and lighting from images.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Extracting triangular 3d models, materials, and lighting from images

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.539404Z

Source-reported events for the cited work

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

Observation 3e8ecf6b-0460-4f89-b6d5-b019f0fee2e7 · outbound

This paper cites an unresolved cited work.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:37.831007Z

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Observation 3c20a61c-6fda-4932-b54d-666ac052ee5e · outbound

This paper cites Vi- sion transformers for dense prediction.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Vi- sion transformers for dense prediction

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.514750Z

Source-reported events for the cited work

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

Observation ed23f7bd-86a8-48eb-bb23-064f0267d315 · outbound

This paper cites Make3d: Learning 3d scene structure from a single still image.IEEE transactions on pattern analysis and machine intelligence, 31(5):824–840, 2008.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Make3d: Learning 3d scene structure from a single still image.IEEE transactions on pattern analysis and machine intelligence, 31(5):824–840, 2008

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.499823Z

Source-reported events for the cited work

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

Observation 6cf7e336-190b-46a3-abb0-4fe8bb6fb600 · outbound

This paper cites The surprising effectiveness of diffusion models for optical flow and monocular depth estimation.Advances in Neural Information Processing Systems, 36, 2024.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction The surprising effectiveness of diffusion models for optical flow and monocular depth estimation.Advances in Neural Information Processing Systems, 36, 2024

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:38.298885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66e8cc4f-270d-43ad-ae9f-eddc91f70bf9 · outbound

This paper cites Seeing through the glass: Neural 3d reconstruction of object inside a transpar- ent container.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Seeing through the glass: Neural 3d reconstruction of object inside a transpar- ent container

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.474397Z

Source-reported events for the cited work

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

Observation ce181392-929a-4ba7-a85a-116af62719f6 · outbound

This paper cites Ref-nerf: Struc- tured view-dependent appearance for neural radiance fields.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Ref-nerf: Struc- tured view-dependent appearance for neural radiance fields

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:38.574791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bccec761-7f6b-41d1-a793-cff5431ed9e6 · outbound

This paper cites Microfacet models for refraction through rough surfaces.Rendering techniques, 2007:18th, 2007.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Microfacet models for refraction through rough surfaces.Rendering techniques, 2007:18th, 2007

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.449429Z

Source-reported events for the cited work

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

Observation e612f5a8-3298-464b-b320-994c048ea899 · outbound

This paper cites Neus: Learning neural im- plicit surfaces by volume rendering for multi-view recon- struction.Advances in Neural Information Processing Sys- tems, 34:27171–27183, 2021.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Neus: Learning neural im- plicit surfaces by volume rendering for multi-view recon- struction.Advances in Neural Information Processing Sys- tems, 34:27171–27183, 2021

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.433843Z

Source-reported events for the cited work

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

Observation 59795ae0-ffde-4752-bc00-d01162b3d928 · outbound

This paper cites Neus2: Fast learning of neural implicit surfaces for multi-view recon- struction.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Neus2: Fast learning of neural implicit surfaces for multi-view recon- struction

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.418291Z

Source-reported events for the cited work

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

Observation 4bd72574-2f1a-47be-8ba1-32fa23aa1ef2 · outbound

This paper cites Transformer-based attention networks for continuous pixel-wise prediction.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Transformer-based attention networks for continuous pixel-wise prediction

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:39.267186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6377a3d5-cee2-4cdf-bf53-a15144fa678b · outbound

This paper cites 3d gaussian splat- ting with deferred reflection.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction 3d gaussian splat- ting with deferred reflection

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.393362Z

Source-reported events for the cited work

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

Observation 7ceed550-11a3-44c8-9562-19b439f93e1d · outbound

This paper cites Geonet: Unsupervised learn- ing of dense depth, optical flow and camera pose.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Geonet: Unsupervised learn- ing of dense depth, optical flow and camera pose

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:39.607109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49b31238-17a4-4dae-b70a-20f03772dc6c · outbound

This paper cites Plenoctrees for real-time rendering of neural radiance fields.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Plenoctrees for real-time rendering of neural radiance fields

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:39.644197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60408c5b-4ef6-474c-bd1c-06e6b3472b26 · outbound

This paper cites GSDF: 3DGS Meets SDF for Improved Rendering and Reconstruction.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction GSDF: 3DGS Meets SDF for Improved Rendering and Reconstruction

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:39.676783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c612ba7f-88cf-48ef-b4e7-b89a6e4831eb · outbound

This paper cites Monovit: Self-supervised monocular depth estimation with a vision transformer.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Monovit: Self-supervised monocular depth estimation with a vision transformer

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.357700Z

Source-reported events for the cited work

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

Observation c3f15150-efcd-49ed-946a-afd101aeb43a · outbound

This paper cites Unleashing text-to-image diffu- sion models for visual perception.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Unleashing text-to-image diffu- sion models for visual perception

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.341287Z

Source-reported events for the cited work

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

Observation b55c2d67-8871-446c-86e8-8b787a3e10db · outbound

This paper cites Instant-nerf: In- stant on-device neural radiance field training via algorithm- accelerator co-designed near-memory processing.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Instant-nerf: In- stant on-device neural radiance field training via algorithm- accelerator co-designed near-memory processing

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.327134Z

Source-reported events for the cited work

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

Observation 2563948b-cda9-405f-bf18-5311bbe44d5b · outbound

This paper cites Representation We implement GS-2DGS mainly based on the original 2DGS.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Representation We implement GS-2DGS mainly based on the original 2DGS

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.311551Z

Source-reported events for the cited work

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

Observation fa170ef4-aa56-4e54-b0a7-afcfebc63d0c · outbound

This paper cites Results on Glossy Blender dataset ReconstructionFig.

GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction Results on Glossy Blender dataset ReconstructionFig

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:39:40.297146Z

Source-reported events for the cited work

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

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