Who is a Better Player: LLM against LLM | Paper Citation Record

Observation 59a2db74-7daf-46c8-a4e3-ea163ca8cdad · outbound

This paper cites 3D SEM metrology of microstructures for high volume manu- facturing.

Who is a Better Player: LLM against LLM 3D SEM metrology of microstructures for high volume manu- facturing

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T04:40:51.580249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39baaf54-c8c2-4f13-8309-6f3c6fa32ccd · outbound

This paper cites A survey of photo- metric stereo techniques.Found.

Who is a Better Player: LLM against LLM A survey of photo- metric stereo techniques.Found

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T04:40:51.661160Z

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Unavailable: canonical work link unavailable.

Observation d081fbc0-0983-48a0-a5ad-575a9c049d3b · outbound

This paper cites Agisoft Metashape.

Who is a Better Player: LLM against LLM Agisoft Metashape

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T04:40:51.734262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00cc3e40-798f-42cd-b258-b67d2713070f · outbound

This paper cites an unresolved cited work.

Who is a Better Player: LLM against LLM Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T04:40:51.796060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46682287-6556-4a75-95dc-d99e336e7a40 · outbound

This paper cites Investigation of the effect of magnification, acceler- ating voltage, and working distance on the 3D digital recon- struction techniques.Scanning, 2020(1):3743267, 2020.

Who is a Better Player: LLM against LLM Investigation of the effect of magnification, acceler- ating voltage, and working distance on the 3D digital recon- struction techniques.Scanning, 2020(1):3743267, 2020

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T04:40:51.871707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8252243-3792-4420-b9eb-161f81f47930 · outbound

This paper cites shape from shading.

Who is a Better Player: LLM against LLM shape from shading

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T04:40:51.948750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c670439-9842-454f-942f-d63c76913446 · outbound

This paper cites Interpretation of hydrogen-assisted fatigue crack propagation in BCC iron based on dislocation structure evo- lution around the crack wake.Acta Materialia, 156:245–253,.

Who is a Better Player: LLM against LLM Interpretation of hydrogen-assisted fatigue crack propagation in BCC iron based on dislocation structure evo- lution around the crack wake.Acta Materialia, 156:245–253,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T04:40:52.020967Z

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Unavailable: canonical work link unavailable.

Observation 62de7fda-a994-47ae-bc03-875c39d9491b · outbound

This paper cites MVSFormer++: Revealing the devil in transformer’s details for multi-view stereo.

Who is a Better Player: LLM against LLM MVSFormer++: Revealing the devil in transformer’s details for multi-view stereo

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T04:40:52.105113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e014d7f-0141-4a58-9a53-99c0e6c465f3 · outbound

This paper cites PGSR: Planar-based gaussian splat- ting for efficient and high-fidelity surface reconstruction.

Who is a Better Player: LLM against LLM PGSR: Planar-based gaussian splat- ting for efficient and high-fidelity surface reconstruction

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T04:40:52.171684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d106438c-7383-43fe-9384-5b8d44328b81 · outbound

This paper cites Multi-view neural 3D reconstruction of micro-and nanostructures with atomic force microscopy.Communications Engineering, 3(1):131,.

Who is a Better Player: LLM against LLM Multi-view neural 3D reconstruction of micro-and nanostructures with atomic force microscopy.Communications Engineering, 3(1):131,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T04:40:52.250915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04b6df57-7ec5-4071-8fa8-dc90c44dac99 · outbound

This paper cites OpticFu- sion: Multi-modal neural implicit 3D reconstruction of mi- crostructures by fusing white light interferometry and optical microscopy.

Who is a Better Player: LLM against LLM OpticFu- sion: Multi-modal neural implicit 3D reconstruction of mi- crostructures by fusing white light interferometry and optical microscopy

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.497595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e61f3dda-9f0a-4d18-adce-fef50de06c7a · outbound

This paper cites Integrating shape from shading and shape from stereo for variable reflectance sur- face reconstruction from SEM images.

Who is a Better Player: LLM against LLM Integrating shape from shading and shape from stereo for variable reflectance sur- face reconstruction from SEM images

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.488360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 640c4e42-bf20-4897-bcae-f371398bd152 · outbound

This paper cites TransMVS- Net: Global context-aware multi-view stereo network with transformers.

Who is a Better Player: LLM against LLM TransMVS- Net: Global context-aware multi-view stereo network with transformers

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.479544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5c247f8b-e887-46c2-994f-27d9761b6e31 · outbound

This paper cites Three-dimensional characterization of microstruc- tures in a SEM.Measurement Science and Technology, 17 (1):28, 2005.

Who is a Better Player: LLM against LLM Three-dimensional characterization of microstruc- tures in a SEM.Measurement Science and Technology, 17 (1):28, 2005

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.470409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7ca24dd4-6ec8-4980-9847-4fa1143a78c6 · outbound

This paper cites Confocal microscopy: principles and mod- ern practices.Current protocols in cytometry, 92(1):e68,.

Who is a Better Player: LLM against LLM Confocal microscopy: principles and mod- ern practices.Current protocols in cytometry, 92(1):e68,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.460488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eff5e0f9-cc24-454d-9b88-ea12eff6cf69 · outbound

This paper cites 3D reconstruction of SEM images by use of optical photogrammetry software.Journal of structural biology, 191(2):190–196, 2015.

Who is a Better Player: LLM against LLM 3D reconstruction of SEM images by use of optical photogrammetry software.Journal of structural biology, 191(2):190–196, 2015

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.451080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0f933d67-dd6d-4142-9969-28b99369c021 · outbound

This paper cites Investigations on the pollen morphology of some fruit species.Turkish Journal of Agriculture and Forestry, 33(2):181–190, 2009.

Who is a Better Player: LLM against LLM Investigations on the pollen morphology of some fruit species.Turkish Journal of Agriculture and Forestry, 33(2):181–190, 2009

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.441381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5d845252-0163-4491-9bb2-2876ee7bd971 · outbound

This paper cites Transformation of hard pollen into soft matter.Nature Communications, 11(1):1449, 2020.

Who is a Better Player: LLM against LLM Transformation of hard pollen into soft matter.Nature Communications, 11(1):1449, 2020

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.430335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1311fc5a-2c45-4694-b562-a3fa66b5fb66 · outbound

This paper cites Regularization techniques for 3D surface reconstruction from four quadrant backscattered electron detector images.Ultramicroscopy, 250:113746,.

Who is a Better Player: LLM against LLM Regularization techniques for 3D surface reconstruction from four quadrant backscattered electron detector images.Ultramicroscopy, 250:113746,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.420527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5dbd2cd1-aaa2-4e08-b745-b6f4cd042882 · outbound

This paper cites Golek, P.

Who is a Better Player: LLM against LLM Golek, P

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.410211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ef16686a-f7d4-41d3-b63d-679ddc73ea04 · outbound

This paper cites Implicit geometric regularization for learning shapes.

Who is a Better Player: LLM against LLM Implicit geometric regularization for learning shapes

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.401114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8f9a5796-29bb-41c2-9756-b8af01fc0c42 · outbound

This paper cites Cascade cost volume for high-resolution multi-view stereo and stereo matching.

Who is a Better Player: LLM against LLM Cascade cost volume for high-resolution multi-view stereo and stereo matching

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T04:40:53.143518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbf8f8c2-53eb-4901-a468-9696404bb6e3 · outbound

This paper cites SuGaR: Surface- aligned gaussian splatting for efficient 3D mesh reconstruc- tion and high-quality mesh rendering.

Who is a Better Player: LLM against LLM SuGaR: Surface- aligned gaussian splatting for efficient 3D mesh reconstruc- tion and high-quality mesh rendering

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.385726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a51cf8b6-059a-4e21-8753-77cf457eec88 · outbound

This paper cites Instant neural surface reconstruction, 2022.

Who is a Better Player: LLM against LLM Instant neural surface reconstruction, 2022

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.377093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 83d0c2bc-308e-423d-ad22-ea78a6825e49 · outbound

This paper cites Two-photon lithography for three-dimensional fabrication in micro/nanoscale regime: A comprehensive review.Optics & Laser Technology, 142: 107180, 2021.

Who is a Better Player: LLM against LLM Two-photon lithography for three-dimensional fabrication in micro/nanoscale regime: A comprehensive review.Optics & Laser Technology, 142: 107180, 2021

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.368339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4b79ff21-0878-4902-9717-33e7e47d8e4a · outbound

This paper cites Least squares surface re- construction from measured gradient fields.

Who is a Better Player: LLM against LLM Least squares surface re- construction from measured gradient fields

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.358958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 142f689b-1bad-4e59-b630-68d0c38ac6c3 · outbound

This paper cites an unresolved cited work.

Who is a Better Player: LLM against LLM Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:40:58.349491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 81f17ec7-f80f-49b2-b9ed-76d8ca5df266 · outbound

This paper cites Direct regularized sur- face reconstruction from gradients for industrial photometric stereo.Computers in industry, 64(9):1221–1228, 2013.

Who is a Better Player: LLM against LLM Direct regularized sur- face reconstruction from gradients for industrial photometric stereo.Computers in industry, 64(9):1221–1228, 2013

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.340614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2dba44a0-7f35-4518-b90b-3318a81cbaba · outbound

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

Who is a Better Player: LLM against LLM 2D gaussian splatting for geometrically ac- curate radiance fields

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.331354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bef93e51-91ab-4687-a129-b66870563630 · outbound

This paper cites Structure from motion photogrammetry in forestry: A review.Current Forestry Reports, 5(3):155–168, 2019.

Who is a Better Player: LLM against LLM Structure from motion photogrammetry in forestry: A review.Current Forestry Reports, 5(3):155–168, 2019

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.322389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 616c8940-594e-4e10-b7a2-35c630d77c5d · outbound

This paper cites Large scale multi-view stereopsis eval- uation.

Who is a Better Player: LLM against LLM Large scale multi-view stereopsis eval- uation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.313231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1f24865e-af3f-4692-8954-9b4246b19500 · outbound

This paper cites Coordinate-based neural representations for computational adaptive optics in widefield microscopy.Nature Machine Intelligence, 6(6):714–725, 2024.

Who is a Better Player: LLM against LLM Coordinate-based neural representations for computational adaptive optics in widefield microscopy.Nature Machine Intelligence, 6(6):714–725, 2024

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.304507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ad09c740-1e1d-4333-9488-0d0e77386640 · outbound

This paper cites Finer features for functional microdevices - micromachines can be created with higher resolution using two-photon absorption.Nature, 412(6848):697–698, 2001.

Who is a Better Player: LLM against LLM Finer features for functional microdevices - micromachines can be created with higher resolution using two-photon absorption.Nature, 412(6848):697–698, 2001

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.295802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation de0a4250-48c6-41bc-8182-269c46b82f08 · outbound

This paper cites MapAnything: Universal Feed-Forward Metric 3D Reconstruction.

Who is a Better Player: LLM against LLM MapAnything: Universal Feed-Forward Metric 3D Reconstruction

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T04:40:53.990432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba32b0d0-db07-4e4b-b718-b75e392970b4 · outbound

This paper cites 3D Gaussian splatting for real-time radiance field rendering.ACM Trans.

Who is a Better Player: LLM against LLM 3D Gaussian splatting for real-time radiance field rendering.ACM Trans

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.286533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7c9a5827-c10d-4396-bd47-3e5bf8a3041e · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Who is a Better Player: LLM against LLM Adam: A Method for Stochastic Optimization

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T04:40:54.161426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a72e2dba-b03e-4620-8663-20415b9f5543 · outbound

This paper cites Extracting three-dimensional informa- tion from SEM images by means of photogrammetry.Mi- cron, 134:102873, 2020.

Who is a Better Player: LLM against LLM Extracting three-dimensional informa- tion from SEM images by means of photogrammetry.Mi- cron, 134:102873, 2020

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.277907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3fb21f42-0ba5-4d22-88df-ead1b3066e81 · outbound

This paper cites Fundamental aspects of resolution and precision in vertical scanning white-light interferometry.Surface Topography: Metrology and Properties, 4(2):024004, 2016.

Who is a Better Player: LLM against LLM Fundamental aspects of resolution and precision in vertical scanning white-light interferometry.Surface Topography: Metrology and Properties, 4(2):024004, 2016

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.268985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 24184a84-1bb9-4e76-88c1-a33fd37ff2db · outbound

This paper cites Ground- ing image matching in 3D with MASt3R.

Who is a Better Player: LLM against LLM Ground- ing image matching in 3D with MASt3R

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.260053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 34a9c76f-71ec-4b2e-9db1-5cdf01ef030e · outbound

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

Who is a Better Player: LLM against LLM Neuralangelo: High-fidelity neural surface reconstruction

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.251021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c30d2fbb-9d26-4736-85b9-36cb941367d9 · outbound

This paper cites Carson Meredith.

Who is a Better Player: LLM against LLM Carson Meredith

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.241894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9b8dc97b-830c-482e-bb77-f9ae3254409a · outbound

This paper cites Recovery of continuous 3D refractive index maps from discrete intensity-only measurements using neu- ral fields.Nature Machine Intelligence, 4(9):781–791, 2022.

Who is a Better Player: LLM against LLM Recovery of continuous 3D refractive index maps from discrete intensity-only measurements using neu- ral fields.Nature Machine Intelligence, 4(9):781–791, 2022

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.232646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5cd99e9e-8404-4f5d-8e71-6195788f1420 · outbound

This paper cites Marching cubes: A high resolution 3D surface construction algorithm.

Who is a Better Player: LLM against LLM Marching cubes: A high resolution 3D surface construction algorithm

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.223486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 927379b1-33cb-491d-96f3-7bad468dd6bf · outbound

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

Who is a Better Player: LLM against LLM NeRF: Representing scenes as neural radiance fields for view syn- thesis.Communications of the ACM, 65(1):99–106, 2021

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.213880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 62ed2223-7145-4b14-8295-5879d6d1b33a · outbound

This paper cites Instant neural graphics primitives with a mul- tiresolution hash encoding.ACM Transactions on Graphics (ToG), 41(4):1–15, 2022.

Who is a Better Player: LLM against LLM Instant neural graphics primitives with a mul- tiresolution hash encoding.ACM Transactions on Graphics (ToG), 41(4):1–15, 2022

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.204739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a1a9e895-9961-4d78-b056-6aacc60f622b · outbound

This paper cites Fatigue behavior of an ultrafine-grained Al-Mg-Si alloy processed by high-pressure torsion.Metals, 5(2):578– 590, 2015.

Who is a Better Player: LLM against LLM Fatigue behavior of an ultrafine-grained Al-Mg-Si alloy processed by high-pressure torsion.Metals, 5(2):578– 590, 2015

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.194880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2ae616c4-0ce8-48fe-b099-1e57eaa2cdb7 · outbound

This paper cites Principal image decomposi- tion for multi-detector backscatter electron topography re- construction.Ultramicroscopy, 227:113200, 2021.

Who is a Better Player: LLM against LLM Principal image decomposi- tion for multi-detector backscatter electron topography re- construction.Ultramicroscopy, 227:113200, 2021

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.184773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ed5376c1-0d52-4ff6-afd1-ea6a5388569d · outbound

This paper cites Nelson, Neville L.

Who is a Better Player: LLM against LLM Nelson, Neville L

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.174997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 040b7086-dc2a-4c8e-9dbd-0276b17dd907 · outbound

This paper cites UNISURF: Unifying neural implicit surfaces and radiance fields for multi-view reconstruction.

Who is a Better Player: LLM against LLM UNISURF: Unifying neural implicit surfaces and radiance fields for multi-view reconstruction

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.165491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0279e7ee-1a05-48f2-846e-19a68b506ad7 · outbound

This paper cites A survey of structure from motion.Acta Numerica, 26:305–364, 2017.

Who is a Better Player: LLM against LLM A survey of structure from motion.Acta Numerica, 26:305–364, 2017

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.156192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9a9c8318-5b13-46c1-8045-222c301185aa · outbound

This paper cites Surface reconstruction with the photometric method in SEM.Vacuum, 78(2-4):533–537,.

Who is a Better Player: LLM against LLM Surface reconstruction with the photometric method in SEM.Vacuum, 78(2-4):533–537,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.146784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5f165330-b76b-4f75-a96e-a91748f973d0 · outbound

This paper cites PyTorch: An imperative style, high-performance deep learning li- 10 brary.Advances in neural information processing systems, 32:8024–8035, 2019.

Who is a Better Player: LLM against LLM PyTorch: An imperative style, high-performance deep learning li- 10 brary.Advances in neural information processing systems, 32:8024–8035, 2019

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.137164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3d1bab1c-3c54-4577-946a-e21992b66f54 · outbound

This paper cites Rethinking depth estimation for multi- view stereo: A unified representation.

Who is a Better Player: LLM against LLM Rethinking depth estimation for multi- view stereo: A unified representation

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T04:40:55.330265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d3fc789-c7e4-40f7-afeb-1cd5f1bf5df4 · outbound

This paper cites an unresolved cited work.

Who is a Better Player: LLM against LLM Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:40:58.121667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation df67321a-742a-491f-87af-274667677ef4 · outbound

This paper cites An automatic alignment procedure for a four-source photomet- ric stereo technique applied to scanning electron microscopy.

Who is a Better Player: LLM against LLM An automatic alignment procedure for a four-source photomet- ric stereo technique applied to scanning electron microscopy

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.111871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c839c0ae-ab34-44c4-86d4-74323344ef48 · outbound

This paper cites The effect of spatial micro-CT image resolution and surface complexity on the morphological 3D analysis of open porous structures.Materials Characterization, 87:104– 115, 2014.

Who is a Better Player: LLM against LLM The effect of spatial micro-CT image resolution and surface complexity on the morphological 3D analysis of open porous structures.Materials Characterization, 87:104– 115, 2014

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.102294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 25def255-1ade-4171-b512-f22fb94004b5 · outbound

This paper cites Springer, Berlin / Hei- delberg, 1998.

Who is a Better Player: LLM against LLM Springer, Berlin / Hei- delberg, 1998

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.091986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6c7a7cb1-4dd7-40db-9a10-4e5aee278c6d · outbound

This paper cites Sch ¨onberger and Jan-Michael Frahm.

Who is a Better Player: LLM against LLM Sch ¨onberger and Jan-Michael Frahm

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T04:40:55.647045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e382f578-e315-4bcc-954e-59c4bf734d1b · outbound

This paper cites A benchmark dataset and evalua- tion for non-lambertian and uncalibrated photometric stereo.

Who is a Better Player: LLM against LLM A benchmark dataset and evalua- tion for non-lambertian and uncalibrated photometric stereo

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.074775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e3bd241a-634f-4ea6-b634-6d0d6a2057ff · outbound

This paper cites Specific features of the miniature ionisa- tion BSE multi-detector unit for 3D imaging in environmen- tal conditions.Micron, 126:102752, 2019.

Who is a Better Player: LLM against LLM Specific features of the miniature ionisa- tion BSE multi-detector unit for 3D imaging in environmen- tal conditions.Micron, 126:102752, 2019

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.065291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bb40f553-4105-4dff-a6bb-bb3e0c6de3d6 · outbound

This paper cites Detector system for three- dimensional imaging in the variable pressure/environmental SEM.Acta Physica Polonica A, 123(5):877–879, 2013.

Who is a Better Player: LLM against LLM Detector system for three- dimensional imaging in the variable pressure/environmental SEM.Acta Physica Polonica A, 123(5):877–879, 2013

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.055905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 55b7b0e4-e766-4663-9da3-c1e2f2b6779c · outbound

This paper cites Real three-dimensional microstruc- tures fabricated by photopolymerization of resins through two-photon absorption.Optics letters, 25(15):1110–1112,.

Who is a Better Player: LLM against LLM Real three-dimensional microstruc- tures fabricated by photopolymerization of resins through two-photon absorption.Optics letters, 25(15):1110–1112,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.046491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 692cd903-2bd2-49c6-9825-1b52e676040d · outbound

This paper cites Generating open-source 3D phytoplankton models by integrating photogrammetry with scanning electron microscopy.Frontiers in Microbi- ology, 15:1429179, 2024.

Who is a Better Player: LLM against LLM Generating open-source 3D phytoplankton models by integrating photogrammetry with scanning electron microscopy.Frontiers in Microbi- ology, 15:1429179, 2024

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.037722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e4f713a5-6149-4651-8f1a-c82002bc33a5 · outbound

This paper cites Tafti, Andrew B.

Who is a Better Player: LLM against LLM Tafti, Andrew B

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.027830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3d0d132f-2f0b-4b7d-af68-ec444e9125f1 · outbound

This paper cites BA-Net: Dense Bundle Adjustment Network.

Who is a Better Player: LLM against LLM BA-Net: Dense Bundle Adjustment Network

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-06T04:40:56.410563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 626b4bcd-6240-4884-9417-fd1e717dff29 · outbound

This paper cites DROID-SLAM: Deep visual SLAM for monocular, stereo, and RGB-D cameras.Ad- vances in neural information processing systems, 34:16558– 16569, 2021.

Who is a Better Player: LLM against LLM DROID-SLAM: Deep visual SLAM for monocular, stereo, and RGB-D cameras.Ad- vances in neural information processing systems, 34:16558– 16569, 2021

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.013178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dd6b6e75-a9eb-4e82-a448-a35094b27865 · outbound

This paper cites Deep patch vi- sual odometry.Advances in Neural Information Processing Systems, 36:39033–39051, 2023.

Who is a Better Player: LLM against LLM Deep patch vi- sual odometry.Advances in Neural Information Processing Systems, 36:39033–39051, 2023

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:58.003047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 328ec9df-cd4b-4212-8d5b-ae25cb96ed97 · outbound

This paper cites DN-Splatter: Depth and normal priors for gaussian splatting and meshing.

Who is a Better Player: LLM against LLM DN-Splatter: Depth and normal priors for gaussian splatting and meshing

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.992751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c69ae8b2-ee39-4bb6-ad09-308d4bc10d9d · outbound

This paper cites Two- photon polymerization lithography for optics and photonics: fundamentals, materials, technologies, and applications.Ad- vanced Functional Materials, 33(39):2214211, 2023.

Who is a Better Player: LLM against LLM Two- photon polymerization lithography for optics and photonics: fundamentals, materials, technologies, and applications.Ad- vanced Functional Materials, 33(39):2214211, 2023

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.981830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b4cd20d5-6310-49fa-8403-b3cc9ec43887 · outbound

This paper cites VGGSfM: Visual geometry grounded deep structure from motion.

Who is a Better Player: LLM against LLM VGGSfM: Visual geometry grounded deep structure from motion

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.971854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation af1d35bf-fca9-49da-8c19-0957e62b6235 · outbound

This paper cites VGGT: Visual geometry grounded transformer.

Who is a Better Player: LLM against LLM VGGT: Visual geometry grounded transformer

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.962184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9bc9180c-e8d0-4f28-aa0e-ebc315744965 · 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.

Who is a Better Player: LLM against LLM 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 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.952551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2532118a-a00d-4766-90fe-1841df6d63d2 · outbound

This paper cites DUSt3R: Geometric 3D vision made easy.

Who is a Better Player: LLM against LLM DUSt3R: Geometric 3D vision made easy

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.942589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4fc03bf5-c0d7-48b7-9322-442f8515e03e · outbound

This paper cites Liv- ing materials fabricated via gradient mineralization of light- inducible biofilms.Nature chemical biology, 17(3):351–359,.

Who is a Better Player: LLM against LLM Liv- ing materials fabricated via gradient mineralization of light- inducible biofilms.Nature chemical biology, 17(3):351–359,

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.933114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8b1bf316-3da9-4dc2-b8ea-e359e78dbc7f · outbound

This paper cites Synthesis, properties, and multifarious ap- plications of SiC nanoparticles: A review.Ceramics Inter- national, 48(7):8882–8913, 2022.

Who is a Better Player: LLM against LLM Synthesis, properties, and multifarious ap- plications of SiC nanoparticles: A review.Ceramics Inter- national, 48(7):8882–8913, 2022

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.924279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 675ae167-f753-4e98-b6dc-ef2a2d90dfb1 · outbound

This paper cites NeuS2: Fast learning of neural implicit surfaces for multi-view recon- struction.

Who is a Better Player: LLM against LLM NeuS2: Fast learning of neural implicit surfaces for multi-view recon- struction

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.914337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f86c78de-0dc3-479f-b7b3-e5bffe32e99b · outbound

This paper cites DeepSFM: Structure from motion via deep bundle adjustment.

Who is a Better Player: LLM against LLM DeepSFM: Structure from motion via deep bundle adjustment

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.905372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e7d42c14-4ea9-4592-bba8-c7e92cc5688a · outbound

This paper cites Photometric method for determining 11 surface orientation from multiple images.Optical engineer- ing, 19(1):139–144, 1980.

Who is a Better Player: LLM against LLM Photometric method for determining 11 surface orientation from multiple images.Optical engineer- ing, 19(1):139–144, 1980

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.896795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0281b1ae-5110-48af-a3a1-53d3240566f8 · outbound

This paper cites Recent advances in 3D Gaussian splatting.Computational Visual Media, 10(4): 613–642, 2024.

Who is a Better Player: LLM against LLM Recent advances in 3D Gaussian splatting.Computational Visual Media, 10(4): 613–642, 2024

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.887649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7832b58b-46b8-4a56-9553-75fc62b4c6d0 · outbound

This paper cites Neural fields in visual computing and beyond.Computer Graphics Forum, 41(2):641–676, 2022.

Who is a Better Player: LLM against LLM Neural fields in visual computing and beyond.Computer Graphics Forum, 41(2):641–676, 2022

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.879026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 233e2018-6aeb-4f22-a858-703e0cc8fdb4 · outbound

This paper cites En- hanced FIB-SEM systems for large-volume 3D imaging.

Who is a Better Player: LLM against LLM En- hanced FIB-SEM systems for large-volume 3D imaging

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.870290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 587873c1-8a6b-4001-97e2-8b2bd8993366 · outbound

This paper cites an unresolved cited work.

Who is a Better Player: LLM against LLM Unresolved cited work

Reference 82

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:40:57.861112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4de6e066-9c07-4b8a-b978-ce312e87f268 · outbound

This paper cites Fast3R: Towards 3D reconstruction of 1000+ images in one forward pass.

Who is a Better Player: LLM against LLM Fast3R: Towards 3D reconstruction of 1000+ images in one forward pass

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.852509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9b728a28-480e-4274-a2b9-4c4163b1368b · outbound

This paper cites MVSNet: Depth inference for unstructured multi- view stereo.

Who is a Better Player: LLM against LLM MVSNet: Depth inference for unstructured multi- view stereo

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.842761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3b6759f1-5e7d-459a-b58a-325df2c17e18 · outbound

This paper cites V ol- ume rendering of neural implicit surfaces.Advances in Neu- ral Information Processing Systems, 34:4805–4815, 2021.

Who is a Better Player: LLM against LLM V ol- ume rendering of neural implicit surfaces.Advances in Neu- ral Information Processing Systems, 34:4805–4815, 2021

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.830589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1198ad29-ac93-4c05-99f5-aec605285c12 · outbound

This paper cites Gaussian opacity fields: Efficient adaptive surface reconstruction in unbounded scenes.ACM Transactions on Graphics (ToG), 43(6):1–13, 2024.

Who is a Better Player: LLM against LLM Gaussian opacity fields: Efficient adaptive surface reconstruction in unbounded scenes.ACM Transactions on Graphics (ToG), 43(6):1–13, 2024

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.818916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 44f7d208-c479-484e-97db-317c0d8442a4 · outbound

This paper cites Managed bumblebees outperform honeybees in increasing peach fruit set in China: different limiting pro- cesses with different pollinators.Plos one, 10(3):e0121143,.

Who is a Better Player: LLM against LLM Managed bumblebees outperform honeybees in increasing peach fruit set in China: different limiting pro- cesses with different pollinators.Plos one, 10(3):e0121143,

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.808055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9a3d5b7b-8ecd-4ecb-b66d-fd5bcc35ff61 · outbound

This paper cites Superalloys fracture process inference based on overlap analysis of 3D models.Communications Engineering, 3(1):108, 2024.

Who is a Better Player: LLM against LLM Superalloys fracture process inference based on overlap analysis of 3D models.Communications Engineering, 3(1):108, 2024

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.797883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7565160f-81ba-40ab-80d0-7c830e502199 · outbound

This paper cites GeoMVSNet: Learning multi-view stereo with geometry perception.

Who is a Better Player: LLM against LLM GeoMVSNet: Learning multi-view stereo with geometry perception

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.788017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e9e603f5-850d-4523-a7cc-d41e2dba0757 · outbound

This paper cites Additive manufacturing of silica aerogels.Nature, 584 (7821):387–392, 2020.

Who is a Better Player: LLM against LLM Additive manufacturing of silica aerogels.Nature, 584 (7821):387–392, 2020

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:40:57.777520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers