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Paper Citation Record · LEDGER

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT

As of 9 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 2 inbound Pith citation observations for arXiv:2507.08448.

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

pith.paper-citation-record.v1
2507.08448 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:23:09.931976Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T22:31:40.552686Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T13:03:17.871870Z

Reference resolution

54 of 54 outbound references displayed

  • verified exact1
  • verified fuzzy42
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 705eca13-0e82-4d94-8a2f-ba6d6f355330 · outbound

This paper cites SIFT algorithm analysis and optimization,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT SIFT algorithm analysis and optimization,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:17.722968Z

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.

source=pdf_text observed=2026-08-06T18:23:08.969352Z digest=sha256:5ae63cff44076bfb64822a33d135c92f7b82ed9dc177591623f35f563fa0b2b6

Observation 765d63a1-266c-4625-86b9-3d2624c9e05d · outbound

This paper cites Structure-From-Motion Revisited,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Structure-From-Motion Revisited,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:17.711808Z

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.

source=pdf_text observed=2026-08-06T18:23:09.004201Z digest=sha256:6144d8a3c4b7fc71074a41b2a7261f70683c4ffdd98bacbe4b935c85bcf94961

Observation f41a56b4-9461-4406-afa6-37ac18203a8f · outbound

This paper cites SuperPoint: Self-Supervised Interest Point Detection and Description,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT SuperPoint: Self-Supervised Interest Point Detection and Description,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:17.701578Z

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.

source=pdf_text observed=2026-08-06T18:23:09.042077Z digest=sha256:b6cda62570ff27fd14e6990bd17afed5a3db21dda80342d4ab1f35bfa0b1b8a2

Observation c466e042-c927-4a4f-a1d0-9c3b67be6a76 · outbound

This paper cites SuperGlue: Learning Feature Matching With Graph Neural Networks,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT SuperGlue: Learning Feature Matching With Graph Neural Networks,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:17.691962Z

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.

source=pdf_text observed=2026-08-06T18:23:09.074929Z digest=sha256:9b9356b0900a5a0292795b8ba4f2aeccdb5b197b0d9dd6f9a87ad7d379dc1a18

Observation 6b4fd882-779f-4fde-a234-fff8cc1bf44d · outbound

This paper cites MVSNet: Depth Inference for Unstructured Multi-view Stereo,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT MVSNet: Depth Inference for Unstructured Multi-view Stereo,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:17.681233Z

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.

source=pdf_text observed=2026-08-06T18:23:09.114018Z digest=sha256:a6e11e7b93e59ee969906a53e0c10e1631b1e7336637bc7b054a9c07e6feceef

Observation 8ea94b60-e39a-4215-828d-47aeca35def4 · outbound

This paper cites Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:17.670962Z

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.

source=pdf_text observed=2026-08-06T18:23:09.157459Z digest=sha256:a8973d594584e995fd5aaa9dc296fc60db89c98bfed53b6f05ff32380c2ed83a

Observation d8a60851-0c26-4a08-903c-a6c06f3b2ae3 · outbound

This paper cites PatchmatchNet: Learned Multi-View Patchmatch Stereo,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT PatchmatchNet: Learned Multi-View Patchmatch Stereo,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:17.660359Z

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.

source=pdf_text observed=2026-08-06T18:23:09.234215Z digest=sha256:2fb4fbcb48bace31cfd739798f17229b52836fc8b674c28a7041acd49852d110

Observation a2d437b9-258d-47df-8475-4da2ddfdb092 · outbound

This paper cites DUSt3R: Geometric 3D Vision Made Easy,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT DUSt3R: Geometric 3D Vision Made Easy,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:17.435157Z

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.

source=pdf_text observed=2026-08-06T18:23:09.368948Z digest=sha256:56bc734fa3bf74ee0896b1f888175f3f64112239615fff11e27093e085fa5ccf

Observation 0b7a4218-4035-417c-84a1-82ffb0f5aae2 · outbound

This paper cites Attention is All you Need,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Attention is All you Need,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:17.218417Z

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.

source=pdf_text observed=2026-08-06T18:23:09.467127Z digest=sha256:cf6762ad0c6f2ba9be3b28dc6be54c9311c9af01558cf906eb4f89f4484ccfe6

Observation 6f94a934-278a-419a-b841-4e68c15a9a02 · outbound

This paper cites Grounding Image Matching in 3D with MASt3R,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Grounding Image Matching in 3D with MASt3R,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:16.969235Z

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.

source=pdf_text observed=2026-08-06T18:23:09.558659Z digest=sha256:7fd7df3a6fe3701bfd7fc270be61da02f04019b7ed03fa0f117043df24f09cb1

Observation 7ede8c86-3f69-46cf-9d06-088a14b73252 · outbound

This paper cites VGGT: Visual Geometry Grounded Transformer,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT VGGT: Visual Geometry Grounded Transformer,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:16.772355Z

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.

source=pdf_text observed=2026-08-06T18:23:09.636854Z digest=sha256:41e3c65a3807b4587ed2be0db9e5f470a44232674bdadfc6cd818975be41a799

Observation 30fcb333-5cc6-46de-b49d-7d8031cff4e1 · outbound

This paper cites Align3R: Aligned Monocular Depth Estimation for Dynamic Videos,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Align3R: Aligned Monocular Depth Estimation for Dynamic Videos,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:16.644022Z

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.

source=pdf_text observed=2026-08-06T18:23:09.735290Z digest=sha256:52a2e5512bc2ee8d07ffd921f6bf56860b95b666fee9b9366d3fbe3807ed84e4

Observation b579742b-d4cd-41fa-84f8-5236f759c98f · outbound

This paper cites Pow3R: Empowering Unconstrained 3D Reconstruction with Camera and Scene Priors,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Pow3R: Empowering Unconstrained 3D Reconstruction with Camera and Scene Priors,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:16.489481Z

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.

source=pdf_text observed=2026-08-06T18:23:09.793330Z digest=sha256:eef0b725b90184355f240df80c0f0d55a3ba31f86159f5050d0f4a86e97a4f7a

Observation 802862d4-c0be-46f5-a835-8ef18ad4679a · outbound

This paper cites SLAM3R: Real-Time Dense Scene Reconstruction from Monocular RGB Videos,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT SLAM3R: Real-Time Dense Scene Reconstruction from Monocular RGB Videos,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:16.324854Z

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.

source=pdf_text observed=2026-08-06T18:23:09.796595Z digest=sha256:362e3003c28dc0573839de84f126fdc425cfa9cbeaff655ee49003a4f3a457aa

Observation 36dc8173-30c4-460d-80f0-9e61a7fbc7d2 · outbound

This paper cites Driv3R: Learning Dense 4D Reconstruction for Autonomous Driving.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Driv3R: Learning Dense 4D Reconstruction for Autonomous Driving

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T18:23:09.799882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:23:09.799882Z digest=sha256:ab79157cbe563cad249367f5d5f772ba7c96e47b303962530793a9fab308c5e6

Observation d9310257-1973-4ce0-842b-773fed1e4279 · outbound

This paper cites Reloc3r: Large-Scale Training of Relative Camera Pose Regression for Generalizable, Fast, and Accurate Visual Localization,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Reloc3r: Large-Scale Training of Relative Camera Pose Regression for Generalizable, Fast, and Accurate Visual Localization,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:16.128855Z

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.

source=pdf_text observed=2026-08-06T18:23:09.803955Z digest=sha256:ac18470c27797f287986ce1c08ebb6c786efedc3d02a5fc55a593ef30daf966a

Observation eedb8e12-3ffa-420e-9498-23c78f152460 · outbound

This paper cites LoFTR: Detector-Free Local Feature Matching With Transformers,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT LoFTR: Detector-Free Local Feature Matching With Transformers,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:15.973941Z

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.

source=pdf_text observed=2026-08-06T18:23:09.807083Z digest=sha256:25fe7ad463465c09aeb3a0a45fb3eb607603c8e9849c1d2517fcc34124d41ac2

Observation 1daf93c9-c7ef-40c9-ae14-cc8891d24742 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:15.805957Z

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.

source=pdf_text observed=2026-08-06T18:23:09.810483Z digest=sha256:d69fe65b80dc64157eaa8cca38098184317d7bb8f4e142189c08fd9aa7512ec5

Observation fc69513b-98ea-4f3c-a4db-581b87484c3d · outbound

This paper cites 3D Reconstruction with Spatial Memory.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT 3D Reconstruction with Spatial Memory

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T18:23:09.813646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:23:09.813646Z digest=sha256:d662c3e83e6a8ac5928c274c418faaace5d25d749a7017fac311edc9c70ab646

Observation 289ccc82-2882-4d31-ae79-af948d4557c9 · outbound

This paper cites MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T18:23:09.817183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:23:09.817183Z digest=sha256:44d8cd2f5fa762d2600e1263cdd72a26e70ceecc1f8bf8321388f66908da5549

Observation afc2e591-5159-49bc-a012-d2a22373e661 · outbound

This paper cites PreF3R: Pose-Free Feed-Forward 3D Gaussian Splatting from Variable-length Image Sequence.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT PreF3R: Pose-Free Feed-Forward 3D Gaussian Splatting from Variable-length Image Sequence

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T18:23:09.820293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:23:09.820293Z digest=sha256:4bf2d0c80552c4cf394d31319f6c47bb5e5f818cc161820a2dc5ad08d79e7d26

Observation 4fda8a00-ae52-4e40-86b3-6131292f4310 · outbound

This paper cites Regist3R: Incremental Registration with Stereo Foundation Model,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Regist3R: Incremental Registration with Stereo Foundation Model,

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T18:23:09.823771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:23:09.823771Z digest=sha256:dc2401edbfbd22c64c8405c15994b82a4f501c0660b468cf210ff0673a22d3f3

Observation 66f4f40b-7e9f-484a-95a8-dc6228e5253a · outbound

This paper cites MV-DUSt3R+: Single-Stage Scene Reconstruction from Sparse Views In 2 Seconds,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT MV-DUSt3R+: Single-Stage Scene Reconstruction from Sparse Views In 2 Seconds,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:15.620612Z

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.

source=pdf_text observed=2026-08-06T18:23:09.826821Z digest=sha256:cb29644e801f8971c34010feec34b78a9f1585ec048c9135590ac838eda6479d

Observation 9e602168-a133-4ab1-86eb-1ac8c91a5640 · outbound

This paper cites Easi3R: Estimating Disentangled Motion from DUSt3R Without Training,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Easi3R: Estimating Disentangled Motion from DUSt3R Without Training,

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T18:23:09.830044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:23:09.830044Z digest=sha256:348ef5e366649ac91a1d3ceaf8172faf6234a03b7dfea6fd716352aa110e2044

Observation 03bf7509-9284-4729-b565-8b20adbe0a22 · outbound

This paper cites Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:15.500914Z

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.

source=pdf_text observed=2026-08-06T18:23:09.833526Z digest=sha256:cfae0a0d91010385bd2e9deebc104712c7777c01f78bdcb121bc59d673cd8424

Observation ab331ff9-bd5a-4378-8c10-d407315da95b · outbound

This paper cites Continuous 3D Perception Model with Persistent State,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Continuous 3D Perception Model with Persistent State,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:15.353991Z

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.

source=pdf_text observed=2026-08-06T18:23:09.836684Z digest=sha256:bdb07bebdc6621b38e62231829b9d41cad9f074f521880e18c3f4d68f960fe6f

Observation 0f88f7a2-d0c3-41a1-b361-2696eb5545e4 · outbound

This paper cites MegaDepth: Learning Single-View Depth Prediction from Internet Photos,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT MegaDepth: Learning Single-View Depth Prediction from Internet Photos,

Reference 27

Resolution
verified exact
raw_fallback, observed 2026-08-06T18:23:10.154806Z

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.

source=pdf_text observed=2026-08-06T18:23:09.839797Z digest=sha256:1359d18707181a01b5724dbcb9c24178d6bc00ba773ac8aa8f27d22022c8fa65

Observation addf96de-6152-49c5-97b8-201edc6e2c86 · outbound

This paper cites AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:15.226736Z

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.

source=pdf_text observed=2026-08-06T18:23:09.843028Z digest=sha256:c79b7f655e874afd90d19977b68a48e69e82ae311671d2e07945a7e12624fe23

Observation eb33bb3c-8831-4d5f-a5e3-9be00a84dd4d · outbound

This paper cites Habitat: A Platform for Embodied AI Research,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Habitat: A Platform for Embodied AI Research,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:15.057283Z

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.

source=pdf_text observed=2026-08-06T18:23:09.846548Z digest=sha256:26353ef64632a4ed4e641348de7ea7d01ec4303df84e580681a3fd158c881485

Observation 898cdfd8-1a61-47fd-a77e-3c9e0f21e7f2 · outbound

This paper cites ARKitScenes: A Diverse Real-World Dataset For 3D Indoor Scene Understanding Using Mobile RGB-D Data,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT ARKitScenes: A Diverse Real-World Dataset For 3D Indoor Scene Understanding Using Mobile RGB-D Data,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:14.918862Z

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.

source=pdf_text observed=2026-08-06T18:23:09.849715Z digest=sha256:98d778e1cebb8dd9534ef6fd37078f824135542d305b93425c3fc3fd4340c161

Observation 146f789f-1e9f-4cc2-9ffb-ddb1cc53665e · outbound

This paper cites A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:14.753740Z

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.

source=pdf_text observed=2026-08-06T18:23:09.853106Z digest=sha256:334fda1cddbf0b8dc1f397a0356abf45ade2e16c22ac42eb1fd0f1d754c2019f

Observation 38f1b924-039f-4d74-87af-247642718d00 · outbound

This paper cites BlendedMVS: A Large-Scale Dataset for Generalized Multi-View Stereo Networks,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT BlendedMVS: A Large-Scale Dataset for Generalized Multi-View Stereo Networks,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:14.597688Z

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.

source=pdf_text observed=2026-08-06T18:23:09.857225Z digest=sha256:573c1b9891641382a8f2b9df14d534df78cfd3a0fdd5e4eb94b445a2a5fd81b2

Observation 61948134-4120-4fb9-ba3c-0e4c20a2f722 · outbound

This paper cites ScanNet++: A High-Fidelity Dataset of 3D Indoor Scenes,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT ScanNet++: A High-Fidelity Dataset of 3D Indoor Scenes,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:14.332859Z

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.

source=pdf_text observed=2026-08-06T18:23:09.860426Z digest=sha256:9523293997773e0262c29fc6b72b7db4d2594d810804c7d73c1906a97ec0dfa4

Observation bc375bf1-3a09-4602-b0e8-335dc439cfc2 · outbound

This paper cites Common Objects in 3D: Large-Scale Learning and Evaluation of Real-Life 3D Category Reconstruction,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Common Objects in 3D: Large-Scale Learning and Evaluation of Real-Life 3D Category Reconstruction,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:14.089286Z

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.

source=pdf_text observed=2026-08-06T18:23:09.864087Z digest=sha256:d5d99aca211bbd7bd38d3a83e5aa1e7d047937d36fc020d325ee3545cdf4ad40

Observation c6cda1a8-7bf4-4df9-9b13-31f48c368a1d · outbound

This paper cites Scalability in Perception for Autonomous Driving: Waymo Open Dataset,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Scalability in Perception for Autonomous Driving: Waymo Open Dataset,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:13.777388Z

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.

source=pdf_text observed=2026-08-06T18:23:09.867831Z digest=sha256:b2fb4608ba2daa417e4be49f1954da825a7eab113975fc19355cdb6c95150c7d

Observation b93a0b0c-9ac7-4147-8f10-cfd2d54ebe12 · outbound

This paper cites DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:13.402590Z

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.

source=pdf_text observed=2026-08-06T18:23:09.871055Z digest=sha256:6a5721ef40939c4de0e4b59ce044b363faaf65a9cf9ced716eb3dab1ed0fb265

Observation 54c84fe2-1a4c-4d70-b9b9-7c55308e65f8 · outbound

This paper cites RGBD Objects in the Wild: Scaling Real-World 3D Object Learning from RGB-D Videos,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT RGBD Objects in the Wild: Scaling Real-World 3D Object Learning from RGB-D Videos,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:13.023550Z

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.

source=pdf_text observed=2026-08-06T18:23:09.873929Z digest=sha256:66f8233c218ee22da4c9d85e67d405a2a4df48fc15a3e6d5ddd6dba4280aa52e

Observation 9417a5b9-f230-49f9-a10d-717cfe689f82 · outbound

This paper cites Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:12.696324Z

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.

source=pdf_text observed=2026-08-06T18:23:09.877933Z digest=sha256:5539f4cec610a834a97d48344bacaa7daa75072fa383bf85f29e3a80b70ea6da

Observation 5ab630ce-f37d-4f59-beee-ecbb722aacc5 · outbound

This paper cites The Replica Dataset: A Digital Replica of Indoor Spaces.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT The Replica Dataset: A Digital Replica of Indoor Spaces

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T18:23:09.880994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:23:09.880994Z digest=sha256:63dc3e76f9dca0cd34a036be81fd820da3cf83bbd4ad4fd45a7ecd034579e79c

Observation 6a8284b5-4eca-4456-a8f3-f545263bb7b3 · outbound

This paper cites DeepMVS: Learning Multi-View Stereopsis,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT DeepMVS: Learning Multi-View Stereopsis,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:12.448757Z

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.

source=pdf_text observed=2026-08-06T18:23:09.884649Z digest=sha256:73bfa60698c0d20a91264421c1923878092bdfc532e7aa61bece72aed5a985ab

Observation 21ad66ff-54eb-44e2-93c5-6694871b3475 · outbound

This paper cites Virtual KITTI 2.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Virtual KITTI 2

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T18:23:09.887997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:23:09.887997Z digest=sha256:1de8ee155fc9626a45eb5d820369cc1719c5f4979e062f9f389d2d70dc75f66f

Observation 46d7c893-53d1-494f-9ecf-72debc141e8a · outbound

This paper cites Aria Digital Twin: A New Benchmark Dataset for Egocentric 3D Machine Perception,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Aria Digital Twin: A New Benchmark Dataset for Egocentric 3D Machine Perception,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:12.201924Z

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.

source=pdf_text observed=2026-08-06T18:23:09.891578Z digest=sha256:3388ef015095d7b8e06b90541475984344b1b5842fae01d215c694c0172cf789

Observation 186eb483-7fc9-4773-8d1c-1b740f445ae1 · outbound

This paper cites Large Scale Multi-view Stereopsis Evaluation,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Large Scale Multi-view Stereopsis Evaluation,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:12.036607Z

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.

source=pdf_text observed=2026-08-06T18:23:09.894943Z digest=sha256:6f2b6abfed28b5c0b6fdf1d1d0ec08cf3f89a3a1f42674b3f459b46270b80db5

Observation cac5320e-9859-4f81-a2a5-78378d46dfb7 · outbound

This paper cites Tanks and temples: benchmarking large-scale scene reconstruction,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Tanks and temples: benchmarking large-scale scene reconstruction,

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T18:23:09.898719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:23:09.898719Z digest=sha256:5cd99d5c00b97a2b6dcaa72703f6413988dc56ea30c09f8b18603b4752cb483f

Observation 7095e38b-6b2e-449f-b2e2-f3824e2b90bc · outbound

This paper cites A Multi-view Stereo Benchmark with High-Resolution Images and Multi-camera Videos,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT A Multi-view Stereo Benchmark with High-Resolution Images and Multi-camera Videos,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:11.833907Z

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.

source=pdf_text observed=2026-08-06T18:23:09.902078Z digest=sha256:69755c16e227449865d88bb5f3087c9c8c460af652c4cd0225477bd188d60f27

Observation ff34b11a-3f18-4c60-bafa-f8dd55e5f7aa · outbound

This paper cites MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-view Images,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-view Images,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:11.619495Z

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.

source=pdf_text observed=2026-08-06T18:23:09.905305Z digest=sha256:df49aca2f75cf9d623505a8f38ca60c13be2f040f8594074bd9f886559269db2

Observation d0560fcc-4e11-4cd5-a46c-8ea25204dca0 · outbound

This paper cites PE3R: Perception-Efficient 3D Reconstruction,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT PE3R: Perception-Efficient 3D Reconstruction,

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T18:23:09.908462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:23:09.908462Z digest=sha256:cfe2a4118f8cb00bf5cc5156ed72f23aef2d4bdb88949d313ba989bee4468c29

Observation 210731d5-f204-489f-baa5-ff9ada697c50 · outbound

This paper cites ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:11.409084Z

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.

source=pdf_text observed=2026-08-06T18:23:09.911772Z digest=sha256:38c2e5fadfda32ee0463feaba7b6e14ff9d0a6aedaceb1a852ec3341cf98e0c9

Observation 32b99fcc-df46-426e-a90e-c34a3b686af2 · outbound

This paper cites Massively Parallel Multiview Stereopsis by Surface Normal Diffusion,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Massively Parallel Multiview Stereopsis by Surface Normal Diffusion,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:11.240174Z

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.

source=pdf_text observed=2026-08-06T18:23:09.914838Z digest=sha256:183898a5bf8e261f4da0ceea6543ca320635e7a24acb444eec72bd54851624a6

Observation 0b5017dc-1135-4b55-9415-b0e0d60019ee · outbound

This paper cites Pixelwise View Selection for Unstructured Multi-View Stereo,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Pixelwise View Selection for Unstructured Multi-View Stereo,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:11.076076Z

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.

source=pdf_text observed=2026-08-06T18:23:09.917998Z digest=sha256:2251de54ab8180a6cafe259cad0622dcd81756ebd3cf7c26fde4af9a257a8b35

Observation 8a77bf78-1611-4818-ae01-a3185f63c6bb · outbound

This paper cites Learning Inverse Depth Regression for Multi-View Stereo with Correlation Cost Volume,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Learning Inverse Depth Regression for Multi-View Stereo with Correlation Cost Volume,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:10.866789Z

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.

source=pdf_text observed=2026-08-06T18:23:09.921302Z digest=sha256:52687fb27726b74b2099826210175c0c85385567e2b509d7626f3e91b44a6bd3

Observation d45a3579-c013-4073-bfdc-03ebef7be784 · outbound

This paper cites GeoMVSNet: Learning Multi-View Stereo With Geometry Perception,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT GeoMVSNet: Learning Multi-View Stereo With Geometry Perception,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:10.637407Z

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.

source=pdf_text observed=2026-08-06T18:23:09.924683Z digest=sha256:5e398db910d76e6cc68e515cdf6c6f95fcd5285cc095e10d6692eb2f768de9e3

Observation f591ffa9-f648-49e2-90a6-30a3a2925c35 · outbound

This paper cites Test3R: Learning to Reconstruct 3D at Test Time.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT Test3R: Learning to Reconstruct 3D at Test Time

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T18:23:09.928240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:23:09.928240Z digest=sha256:21368bddd21cd8a09c510201202567850d979e90cef5666e516fd62a620e9f1e

Observation c5446fef-4d58-4777-a96c-406ad60c2589 · outbound

This paper cites MUSt3R: Multi-view Network for Stereo 3D Reconstruction,.

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT MUSt3R: Multi-view Network for Stereo 3D Reconstruction,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:23:10.444195Z

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.

source=pdf_text observed=2026-08-06T18:23:09.931976Z digest=sha256:3802b0b1442b666374514f58815708fac49cc9d5188c5ce5a96fde650f7d8672

Pith citing papers

Observation ac21e28a-e8fa-4fd5-ac3e-f5babe80cd66 · inbound

UAVFF3D: A Geometry-Aware Benchmark for Feed-Forward UAV 3D Reconstruction cites this paper.

UAVFF3D: A Geometry-Aware Benchmark for Feed-Forward UAV 3D Reconstruction Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-20T13:03:17.873478Z

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.

source=arxiv_source observed=2026-05-20T13:02:00.860853Z digest=sha256:b78f949ef4f9917102cd92d4094c75460db632c6bcfa093048558a70040cfbe0

Observation 1964f772-2f90-4ecf-9a3f-66766924654c · inbound

Event3R: Asynchronous-to-Global 3D Reconstruction from Event Camera via Spatial-Temporal Feature Aggregation cites this paper.

Event3R: Asynchronous-to-Global 3D Reconstruction from Event Camera via Spatial-Temporal Feature Aggregation Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-01T22:31:40.552686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T22:31:40.552686Z digest=sha256:c346b65b2ec719a58689e5064e76c761ecd0d7cb99f5537084a57287e39e60bf