Paper Citation Record · LEDGER

$\pi^3$: Permutation-Equivariant Visual Geometry Learning

As of 6 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 100 inbound Pith citation observations for arXiv:2507.13347.

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

pith.paper-citation-record.v1
2507.13347 v3

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T17:14:22.678806Z

measured 125 of 125 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 100 of 150 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:02:29.334701Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

25 of 25 outbound references displayed

verified exact14
verified fuzzy9
unresolved0
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

1
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation fd0d02e2-ea8b-4950-b2e9-d1a756437449 · outbound

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

$\pi^3$: Permutation-Equivariant Visual Geometry Learning ARKitScenes: A Diverse Real-World Dataset For 3D Indoor Scene Understanding Using Mobile RGB-D Data

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-15T10:47:09.105767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1dde60ef-bfef-40dc-8c3c-9e4bf5cb4993 · outbound

This paper cites Project Aria: A New Tool for Egocentric Multi-Modal AI Research.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning Project Aria: A New Tool for Egocentric Multi-Modal AI Research

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-15T08:25:20.976522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7c147d40-2ac3-4a49-b53f-54f081f0eed4 · outbound

This paper cites Grounding image matching in 3d with mast3r.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning Grounding image matching in 3d with mast3r

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T17:14:22.818537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1a338a03-8771-4631-aad7-fc8fe242c288 · outbound

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

$\pi^3$: Permutation-Equivariant Visual Geometry Learning Megadepth: Learning single-view depth prediction from internet photos

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T17:14:22.822611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 66191822-d84f-4aad-baa4-d435340c8d80 · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning DINOv2: Learning Robust Visual Features without Supervision

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-12T17:14:22.803718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 265a62e0-756b-4eaa-8c53-6861a38fb303 · outbound

This paper cites Pixelwise view selection for unstructured multi-view stereo.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning Pixelwise view selection for unstructured multi-view stereo

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T17:14:22.830710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f64fff56-4b0a-4ba9-8bab-b1ea0a993d6e · outbound

This paper cites Indoor segmentation and sup- port inference from rgbd images.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning Indoor segmentation and sup- port inference from rgbd images

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T17:14:22.834324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d4fb569f-7912-470b-821d-292324aaa073 · outbound

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

$\pi^3$: Permutation-Equivariant Visual Geometry Learning MV-DUSt3R+: Single-Stage Scene Reconstruction from Sparse Views In 2 Seconds

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.810070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5b313a96-204b-4265-b0c6-6cfe3f28bf1b · outbound

This paper cites Aether: Geometric-Aware Unified World Modeling.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning Aether: Geometric-Aware Unified World Modeling

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.814922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 499bfcd4-1270-452e-a9c4-a4a258466763 · outbound

This paper cites 3D Reconstruction with Spatial Memory.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning 3D Reconstruction with Spatial Memory

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-17T07:31:59.308367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 60b492d7-82de-430d-95d2-7799e98d3a51 · outbound

This paper cites VGGT: Visual Geometry Grounded Transformer.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning VGGT: Visual Geometry Grounded Transformer

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.741377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a0de53de-1ff1-4e56-a2dc-e78b8e1da184 · outbound

This paper cites MoGe-2: Accurate Monocular Geometry with Metric Scale and Sharp Details.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning MoGe-2: Accurate Monocular Geometry with Metric Scale and Sharp Details

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T21:19:44.488897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5ed62acd-f098-4d3d-bc8c-945c664e4486 · outbound

This paper cites Tartanair: A dataset to push the limits of visual slam.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning Tartanair: A dataset to push the limits of visual slam

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T17:14:22.826659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6779556c-28b8-42e7-afd5-fff96c0af2d6 · outbound

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

$\pi^3$: Permutation-Equivariant Visual Geometry Learning Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.756335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0cf0e5fa-1ca8-4af9-8f08-72a5c3516f92 · outbound

This paper cites URLhttps://proceedings.neurips.cc/paper_files/paper/ 2024/file/26cfdcd8fe6fd75cc53e92963a656c58-Paper-Conference.pdf.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning URLhttps://proceedings.neurips.cc/paper_files/paper/ 2024/file/26cfdcd8fe6fd75cc53e92963a656c58-Paper-Conference.pdf

Reference 15

Resolution: malformed identifier; raw_fallback, observed 2026-05-12T17:14:22.843196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f30e6c05-6d41-4149-8ebd-cf957e99d5c5 · outbound

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

$\pi^3$: Permutation-Equivariant Visual Geometry Learning MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-15T14:41:13.559959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a21032f9-5a4b-4fab-9452-f8a5906c50fb · outbound

This paper cites Flare: Feed-forward geometry, appearance and camera estimation from uncalibrated sparse views.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning Flare: Feed-forward geometry, appearance and camera estimation from uncalibrated sparse views

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.770897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a5c2687d-dd32-4da4-badd-8a6c532216ad · outbound

This paper cites Stereo Magnification: Learning View Synthesis using Multiplane Images.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning Stereo Magnification: Learning View Synthesis using Multiplane Images

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-13T00:02:59.065283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 27696ab3-c3ff-49e2-ae10-08d8c88a2ded · outbound

This paper cites A.2 TRAININGDETAILS 𝑦 𝑥𝑧 𝑦 𝑥𝑧 VGGT 𝜋! (ours) Figure 6:Comparison of predicted pose dis- tributions.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning A.2 TRAININGDETAILS 𝑦 𝑥𝑧 𝑦 𝑥𝑧 VGGT 𝜋! (ours) Figure 6:Comparison of predicted pose dis- tributions

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T17:14:22.839293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 85c6c71d-1c6d-4f6c-8d6e-53c8e8af31c9 · outbound

This paper cites cold start.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning cold start

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T17:14:22.846470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3d8c79b6-fd2b-41b0-95a4-32337d72258a · outbound

This paper cites Zero-shot pose estimation accuracy is evaluated on Sintel and TUM-dynamics for all methods.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning Zero-shot pose estimation accuracy is evaluated on Sintel and TUM-dynamics for all methods

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T17:14:22.849879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1def27ed-09ce-4a3f-adcb-bb87dffba32a · outbound

This paper cites Accordingly, in Tab.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning Accordingly, in Tab

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T17:14:22.852810Z

Source-reported events for the cited work

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Observation c53088da-571f-43c0-b1de-4894e7746567 · outbound

This paper cites an unresolved cited work.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning Unresolved cited work

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.784210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e11076e8-9b5f-4f48-b795-0a2ec7aca7fc · outbound

This paper cites an unresolved cited work.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning Unresolved cited work

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4493a322-91c8-4b37-b3ce-3db93135dc98 · outbound

This paper cites We evaluate it on our standard benchmarks with input resolution 518, following CUT3R (Wang et al., 2025b) protocol.

$\pi^3$: Permutation-Equivariant Visual Geometry Learning We evaluate it on our standard benchmarks with input resolution 518, following CUT3R (Wang et al., 2025b) protocol

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.797618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation 1ee2d993-da0c-4e5b-b1a6-c7896324c196 · inbound

ShowMak3r: Compositional TV Show Reconstruction cites this paper.

ShowMak3r: Compositional TV Show Reconstruction $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 76

Resolution: verified exact; local_arxiv, observed 2026-05-22T17:56:54.197618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a6fd4240-8305-41f0-a1df-704a389531d1 · inbound

Reconstructing 4D Spatial Intelligence: A Survey cites this paper.

Reconstructing 4D Spatial Intelligence: A Survey $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 176

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Source-reported events for the cited work

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Observation 5501d4ba-5bba-44fc-9448-9845f39c6d04 · inbound

ViPE: Video Pose Engine for 3D Geometric Perception cites this paper.

ViPE: Video Pose Engine for 3D Geometric Perception $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 75

Resolution: verified exact; local_arxiv, observed 2026-05-16T16:41:08.753090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 96aac01f-8e96-459f-9173-461ea1664c10 · inbound

FastVGGT: Training-Free Acceleration of Visual Geometry Transformer cites this paper.

FastVGGT: Training-Free Acceleration of Visual Geometry Transformer $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-05-15T23:36:06.994486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 823503a8-ee01-4cdd-9ac6-e32a0f23b8af · inbound

Block-Sparse Global Attention for Efficient Multi-View Geometry Transformers cites this paper.

Block-Sparse Global Attention for Efficient Multi-View Geometry Transformers $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-05-21T22:24:23.582990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e93868c1-8c9b-4a03-a00b-aa4ed6bfa5f9 · inbound

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

MapAnything: Universal Feed-Forward Metric 3D Reconstruction $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ee2b5b52-5f48-42e7-8c7d-bfbd7d942829 · inbound

WorldMirror: Universal 3D World Reconstruction with Any-Prior Prompting cites this paper.

WorldMirror: Universal 3D World Reconstruction with Any-Prior Prompting $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 55

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Source-reported events for the cited work

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Observation 0a077ac5-5604-478f-9a22-748fa5ed701a · inbound

Depth Anything 3: Recovering the Visual Space from Any Views cites this paper.

Depth Anything 3: Recovering the Visual Space from Any Views $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 99

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

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Observation 8c59638d-2019-4d06-aca1-21bc95cfcbbc · inbound

MetroGS: Efficient and Stable Reconstruction of Geometrically Accurate High-Fidelity Large-Scale Scenes cites this paper.

MetroGS: Efficient and Stable Reconstruction of Geometrically Accurate High-Fidelity Large-Scale Scenes $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-05-17T06:24:09.777593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation de6314f6-f9d7-4994-a1c1-439e8b401953 · inbound

Vision-Language Memory for Spatial Reasoning cites this paper.

Vision-Language Memory for Spatial Reasoning $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-03T20:15:35.255678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e84bc8b2-58dc-441d-8d63-36b968f75017 · inbound

GENA3D: Generative Amodal 3D Modeling by Bridging 2D Priors and 3D Coherence cites this paper.

GENA3D: Generative Amodal 3D Modeling by Bridging 2D Priors and 3D Coherence $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-03T19:58:38.725846Z

Source-reported events for the cited work

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Observation b0783558-c65a-4ac0-a3f9-389850334de4 · inbound

GeoWorld: Providing Full-frame Geometry Features to Facilitate 3D Scene Generation cites this paper.

GeoWorld: Providing Full-frame Geometry Features to Facilitate 3D Scene Generation $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T19:39:20.978339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a23be2c-c931-43ce-af8b-009161d2d06c · inbound

FUSER: Feed-Forward MUltiview 3D Registration Transformer and SE(3)$^N$ Diffusion Refinement cites this paper.

FUSER: Feed-Forward MUltiview 3D Registration Transformer and SE(3)$^N$ Diffusion Refinement $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 59

Resolution: verified exact; local_arxiv, observed 2026-05-16T23:43:42.399217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 710ad782-a19e-4459-89b7-45cf403e14fb · inbound

FUSER: Feed-Forward MUltiview 3D Registration Transformer and SE(3)$^N$ Diffusion Refinement cites this paper.

FUSER: Feed-Forward MUltiview 3D Registration Transformer and SE(3)$^N$ Diffusion Refinement $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-03T17:31:47.568362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52360533-b419-40ed-b876-97c33c75351f · inbound

DVGT: Driving Visual Geometry Transformer cites this paper.

DVGT: Driving Visual Geometry Transformer $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-03T15:27:19.758421Z

Source-reported events for the cited work

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Observation 1fd58b9c-9619-4ca6-8019-0eaac13dc087 · inbound

SoMA: A Real-to-Sim Neural Simulator for Robotic Soft-body Manipulation cites this paper.

SoMA: A Real-to-Sim Neural Simulator for Robotic Soft-body Manipulation $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 1994

Resolution: unresolved; no resolver link, observed 2026-08-03T05:25:03.349770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26e6decb-ee64-44ea-b780-3fe3d2b6b229 · inbound

Robo3R: Enhancing Robotic Manipulation with Accurate Feed-Forward 3D Reconstruction cites this paper.

Robo3R: Enhancing Robotic Manipulation with Accurate Feed-Forward 3D Reconstruction $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-05-16T02:42:10.275858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6b5fc344-4c6e-4dc3-8a36-a075fa8a7812 · inbound

ShareVerse: Multi-Agent Consistent Video Generation for Shared World Modeling cites this paper.

ShareVerse: Multi-Agent Consistent Video Generation for Shared World Modeling $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T19:20:43.501536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12af70eb-ab20-41bf-9a42-58c3acc70451 · inbound

TrianguLang: Geometry-Aware Semantic Consensus for Pose-Free 3D Localization cites this paper.

TrianguLang: Geometry-Aware Semantic Consensus for Pose-Free 3D Localization $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-05-15T15:16:09.848555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1a952c9a-0022-4f8f-a1e1-e26ae5783b14 · inbound

Boosting MLLM Spatial Reasoning with Geometrically Referenced 3D Scene Representations cites this paper.

Boosting MLLM Spatial Reasoning with Geometrically Referenced 3D Scene Representations $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-05-15T14:35:56.022022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6b6c40c3-0cb7-466a-804b-f41bee43aa1f · inbound

MVHOI: Bridge Multi-view Condition to Complex Human-Object Interaction Video Reenactment via 3D Foundation Model cites this paper.

MVHOI: Bridge Multi-view Condition to Complex Human-Object Interaction Video Reenactment via 3D Foundation Model $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T05:51:18.305928Z

Source-reported events for the cited work

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Observation 0aa97812-b7d4-4de0-815f-f634c3273e49 · inbound

Reevaluating the Intra-Modal Misalignment Hypothesis in CLIP cites this paper.

Reevaluating the Intra-Modal Misalignment Hypothesis in CLIP $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 59

Resolution: unresolved; no resolver link, observed 2026-07-13T23:59:10.664837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51656720-c56f-4e2d-9d4c-ac62b7aa7b21 · inbound

GAP-MLLM: Geometry-Aligned Pre-training for Activating 3D Spatial Perception in Multimodal Large Language Models cites this paper.

GAP-MLLM: Geometry-Aligned Pre-training for Activating 3D Spatial Perception in Multimodal Large Language Models $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-02T18:06:09.964640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f66ea97-85c2-4c2d-9adc-4a839d68787a · inbound

VGGT-360: Geometry-Consistent Zero-Shot Panoramic Depth Estimation cites this paper.

VGGT-360: Geometry-Consistent Zero-Shot Panoramic Depth Estimation $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-05-15T08:39:52.322278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0c854d8f-d01a-403d-a3c6-f1b481005147 · inbound

2K Retrofit: Entropy-Guided Efficient Sparse Refinement for High-Resolution 3D Geometry Prediction cites this paper.

2K Retrofit: Entropy-Guided Efficient Sparse Refinement for High-Resolution 3D Geometry Prediction $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 84

Resolution: unresolved; no resolver link, observed 2026-07-13T21:45:59.210064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68d1e1b4-5d74-448a-a773-aeb3a69d661c · inbound

I3DM: Implicit 3D-aware Memory Retrieval and Injection for Consistent Video Scene Generation cites this paper.

I3DM: Implicit 3D-aware Memory Retrieval and Injection for Consistent Video Scene Generation $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T02:30:20.028667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c211add-e59d-44b7-9742-98dc9d58c20e · inbound

WAFT-Stereo: Warping-Alone Field Transforms for Stereo Matching cites this paper.

WAFT-Stereo: Warping-Alone Field Transforms for Stereo Matching $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 51

Resolution: unresolved; no resolver link, observed 2026-07-13T18:36:06.641113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54f0f8d8-384b-42e1-819f-8a65e65e13a0 · inbound

AirSplat: Alignment and Rating for Robust Feed-Forward 3D Gaussian Splatting cites this paper.

AirSplat: Alignment and Rating for Robust Feed-Forward 3D Gaussian Splatting $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T05:46:36.012236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68eb701f-4150-4c2b-a501-3a06ace2f399 · inbound

MegaFlow: Zero-Shot Large Displacement Optical Flow cites this paper.

MegaFlow: Zero-Shot Large Displacement Optical Flow $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 59

Resolution: unresolved; no resolver link, observed 2026-07-13T18:01:47.434552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f413a4df-f1e0-45c8-9cad-a06a51150e56 · inbound

TerraSky3D: Multi-View Reconstructions of European Landmarks in 4K cites this paper.

TerraSky3D: Multi-View Reconstructions of European Landmarks in 4K $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-05-14T21:58:03.980157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 75bf0ef9-f384-4283-8c74-ac874a9eda8a · inbound

Process-tensor approach to full counting statistics of charge transport in quantum many-body circuits cites this paper.

Process-tensor approach to full counting statistics of charge transport in quantum many-body circuits $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 49

Resolution: unresolved; no resolver link, observed 2026-07-13T16:07:54.413419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1c231cd-a0b6-4584-873a-c8f81ee674db · inbound

DVGT-2: Vision-Geometry-Action Model for Autonomous Driving at Scale cites this paper.

DVGT-2: Vision-Geometry-Action Model for Autonomous Driving at Scale $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 73

Resolution: metadata mismatch; local_arxiv, observed 2026-05-13T23:03:25.151024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 76a966a9-3ef6-4fcc-83c4-e802cb728716 · inbound

Neural Harmonic Textures for High-Quality Primitive Based Neural Reconstruction cites this paper.

Neural Harmonic Textures for High-Quality Primitive Based Neural Reconstruction $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 61

Resolution: verified exact; local_arxiv, observed 2026-05-13T22:23:21.249396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d9ea49f1-dda9-48b4-8bfd-e8c0d7265cc9 · inbound

Neural Harmonic Textures for High-Quality Primitive Based Neural Reconstruction cites this paper.

Neural Harmonic Textures for High-Quality Primitive Based Neural Reconstruction $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 61

Resolution: unresolved; no resolver link, observed 2026-07-13T14:31:36.020496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68af987e-6d56-4d3f-a1aa-9964cc605449 · inbound

UniRecGen: Unifying Multi-View 3D Reconstruction and Generation cites this paper.

UniRecGen: Unifying Multi-View 3D Reconstruction and Generation $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 84

Resolution: verified exact; local_arxiv, observed 2026-05-13T22:13:20.811691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 389628bd-698c-43e9-b112-8b08b52d6a8d · inbound

SpectralSplat: Appearance-Disentangled Feed-Forward Gaussian Splatting for Driving Scenes cites this paper.

SpectralSplat: Appearance-Disentangled Feed-Forward Gaussian Splatting for Driving Scenes $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-05-13T19:43:11.272716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e43528ce-1ff2-47e6-810d-590ce372c9b5 · inbound

3D-Fixer: Coarse-to-Fine In-place Completion for 3D Scenes from a Single Image cites this paper.

3D-Fixer: Coarse-to-Fine In-place Completion for 3D Scenes from a Single Image $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 011a142a-790d-4e6c-9212-46c44799ec43 · inbound

OpenWorldLib: A Unified Codebase and Definition of Advanced World Models cites this paper.

OpenWorldLib: A Unified Codebase and Definition of Advanced World Models $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 128

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 35526cb2-03a8-47b1-bb65-14b9412e40e4 · inbound

OpenWorldLib: A Unified Codebase and Definition of Advanced World Models cites this paper.

OpenWorldLib: A Unified Codebase and Definition of Advanced World Models $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 128

Resolution: unresolved; no resolver link, observed 2026-07-13T09:42:23.808691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe630753-ea36-4910-8641-f531946a31a7 · inbound

AnyImageNav: Any-View Geometry for Precise Last-Meter Image-Goal Navigation cites this paper.

AnyImageNav: Any-View Geometry for Precise Last-Meter Image-Goal Navigation $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 55852ad4-c14e-44fe-a79a-ca4fb5b3482c · inbound

PhyEdit: Towards Real-World Object Manipulation via Physically-Grounded Image Editing cites this paper.

PhyEdit: Towards Real-World Object Manipulation via Physically-Grounded Image Editing $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ff2239d8-394c-4003-912f-5209fbc3222f · inbound

Self-Improving 4D Perception via Self-Distillation cites this paper.

Self-Improving 4D Perception via Self-Distillation $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 63

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0a4a71da-a714-402a-8276-ffe71a3e4471 · inbound

Robust 4D Visual Geometry Transformer with Uncertainty-Aware Priors cites this paper.

Robust 4D Visual Geometry Transformer with Uncertainty-Aware Priors $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d9903b79-eea9-4835-9533-b231e56bd004 · inbound

MonoEM-GS: Monocular Expectation-Maximization Gaussian Splatting SLAM cites this paper.

MonoEM-GS: Monocular Expectation-Maximization Gaussian Splatting SLAM $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4e31009f-da89-44b8-882f-cba8c4dae41f · inbound

Any 3D Scene is Worth 1K Tokens: 3D-Grounded Representation for Scene Generation at Scale cites this paper.

Any 3D Scene is Worth 1K Tokens: 3D-Grounded Representation for Scene Generation at Scale $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 71

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0aba6c95-e653-491d-bf8b-fad3eac8e7c2 · inbound

MR.ScaleMaster: Scale-Consistent Collaborative Mapping from Crowd-Sourced Monocular Videos cites this paper.

MR.ScaleMaster: Scale-Consistent Collaborative Mapping from Crowd-Sourced Monocular Videos $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation be973a18-11c6-4d93-a32b-7f04b8177b6b · inbound

Feed-Forward 3D Scene Modeling: A Problem-Driven Perspective cites this paper.

Feed-Forward 3D Scene Modeling: A Problem-Driven Perspective $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 153

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 208934b4-9125-48d6-bd46-6102b51a06cb · inbound

Geometric Context Transformer for Streaming 3D Reconstruction cites this paper.

Geometric Context Transformer for Streaming 3D Reconstruction $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 83

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 556ac3fd-2089-48b4-be2c-1bada247fdfb · inbound

HY-World 2.0: A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds cites this paper.

HY-World 2.0: A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b5d04390-abc8-43a1-a94d-d9ad5fe327f6 · inbound

Keep It CALM: Toward Calibration-Free Kilometer-Level SLAM with Visual Geometry Foundation Models via an Assistant Eye cites this paper.

Keep It CALM: Toward Calibration-Free Kilometer-Level SLAM with Visual Geometry Foundation Models via an Assistant Eye $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0e1439a3-b4b6-48da-934e-c2cb34932aaf · inbound

StreamCacheVGGT: Streaming Visual Geometry Transformers with Robust Scoring and Hybrid Cache Compression cites this paper.

StreamCacheVGGT: Streaming Visual Geometry Transformers with Robust Scoring and Hybrid Cache Compression $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 80e1122f-90e2-4218-9cbc-833677266c40 · inbound

OmniVLA-RL: A Vision-Language-Action Model with Spatial Understanding and Online RL cites this paper.

OmniVLA-RL: A Vision-Language-Action Model with Spatial Understanding and Online RL $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 53

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 10c0cb4b-a582-424e-9274-985900f227ff · inbound

AnyRecon: Arbitrary-View 3D Reconstruction with Video Diffusion Model cites this paper.

AnyRecon: Arbitrary-View 3D Reconstruction with Video Diffusion Model $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c37b09c3-9f78-421a-8c7e-2c3ea6dc489c · inbound

Holo360D: A Large-Scale Real-World Dataset with Continuous Trajectories for Advancing Panoramic 3D Reconstruction and Beyond cites this paper.

Holo360D: A Large-Scale Real-World Dataset with Continuous Trajectories for Advancing Panoramic 3D Reconstruction and Beyond $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cbbf647d-1333-4e0f-b4c6-54428ff6240b · inbound

Holo360D: A Large-Scale Real-World Dataset with Continuous Trajectories for Advancing Panoramic 3D Reconstruction and Beyond cites this paper.

Holo360D: A Large-Scale Real-World Dataset with Continuous Trajectories for Advancing Panoramic 3D Reconstruction and Beyond $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-07-04T17:39:59.462045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b293276c-ecbb-4301-97a0-36b2774235f5 · inbound

MeshReGen: A Unified 3D Geometry Regeneration Framework cites this paper.

MeshReGen: A Unified 3D Geometry Regeneration Framework $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 61

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7fbc234b-1d51-4d4f-857c-535aed0900c4 · inbound

MeshReGen: A Unified 3D Geometry Regeneration Framework cites this paper.

MeshReGen: A Unified 3D Geometry Regeneration Framework $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 61

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T00:53:53.120143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 09e7ffa7-c8f0-4a79-8911-3f59da7ca4e0 · inbound

Syn4D: A Multiview Synthetic 4D Dataset cites this paper.

Syn4D: A Multiview Synthetic 4D Dataset $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 114

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f71ca2cb-7519-4e03-aaf9-119956cc6016 · inbound

Syn4D: A Multiview Synthetic 4D Dataset cites this paper.

Syn4D: A Multiview Synthetic 4D Dataset $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 113

Resolution: unresolved; no resolver link, observed 2026-07-12T17:33:21.224727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b78d9c6-6049-4453-bfcc-3856c885b67d · inbound

Spark3R: Asymmetric Token Reduction Makes Fast Feed-Forward 3D Reconstruction cites this paper.

Spark3R: Asymmetric Token Reduction Makes Fast Feed-Forward 3D Reconstruction $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5b5e47de-f275-437f-8a72-ba587c36ab00 · inbound

Spark3R: Asymmetric Token Reduction Makes Fast Feed-Forward 3D Reconstruction cites this paper.

Spark3R: Asymmetric Token Reduction Makes Fast Feed-Forward 3D Reconstruction $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-05-20T23:23:51.064367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4fd5c69d-5f7a-4904-b11a-d840c4828790 · inbound

Seeing Across Skies and Streets: Feedforward 3D Reconstruction from Satellite, Drone, and Ground Images cites this paper.

Seeing Across Skies and Streets: Feedforward 3D Reconstruction from Satellite, Drone, and Ground Images $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b43da785-af8b-4c14-ac73-49c696fe8832 · inbound

Rapid Forest Fuel Load Estimation via Virtual Remote Sensing and Metric-Scale Feed-Forward 3D Reconstruction cites this paper.

Rapid Forest Fuel Load Estimation via Virtual Remote Sensing and Metric-Scale Feed-Forward 3D Reconstruction $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:14:22.853753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 26c7b65c-29d5-4b00-894b-366eb3feee6c · inbound

Real-Scale Island Area and Coastline Estimation using Only its Place Name or Coordinates cites this paper.

Real-Scale Island Area and Coastline Estimation using Only its Place Name or Coordinates $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-13T06:32:24.569459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c212edbe-72a7-469f-8719-cb4c7d6f5486 · inbound

WildPose: A Unified Framework for Robust Pose Estimation in the Wild cites this paper.

WildPose: A Unified Framework for Robust Pose Estimation in the Wild $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-05-14T20:39:26.611492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 09aebb13-e0e3-49dd-bb6b-c2cae492d609 · inbound

SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer cites this paper.

SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-15T14:00:03.120160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5969a7fb-6a38-411f-ad89-dc98ee0e3910 · inbound

Warp-as-History: Generalizable Camera-Controlled Video Generation from One Training Video cites this paper.

Warp-as-History: Generalizable Camera-Controlled Video Generation from One Training Video $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-15T03:19:43.843187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f59234e6-1f06-4a86-8514-5331ca774d74 · inbound

VGGT-Edit: Feed-forward Native 3D Scene Editing with Residual Field Prediction cites this paper.

VGGT-Edit: Feed-forward Native 3D Scene Editing with Residual Field Prediction $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-05-20T20:49:00.818173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2e3dcb0c-6e9b-442c-b98b-df22aa559c25 · inbound

VGGT-$\Omega$ cites this paper.

VGGT-$\Omega$ $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 189

Resolution: verified exact; local_arxiv, observed 2026-06-30T20:35:02.580403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 855f0537-95fd-45bd-bcdd-c678b089b065 · inbound

Unlocking Dense Metric Depth Estimation in VLMs cites this paper.

Unlocking Dense Metric Depth Estimation in VLMs $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 57

Resolution: verified exact; local_arxiv, observed 2026-05-20T19:23:40.942546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8d42b389-0d41-4735-bfa1-58922bab93cc · inbound

Unlocking Dense Metric Depth Estimation in VLMs cites this paper.

Unlocking Dense Metric Depth Estimation in VLMs $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 60

Resolution: verified exact; local_arxiv, observed 2026-05-21T07:59:51.087822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8b866f18-b67d-4def-b7f3-1abed669fb21 · inbound

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting cites this paper.

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T19:53:42.118299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2b76f4a1-56b7-4c7a-b7ec-6ebe70485b6b · inbound

LongDPM: Overlap-Aware 4D Reconstruction from Long Monocular Videos cites this paper.

LongDPM: Overlap-Aware 4D Reconstruction from Long Monocular Videos $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-05-20T14:38:21.665901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7e7dbaf2-620a-445c-a8f7-d4686e42f5fd · inbound

Efficient Feature-Free Initialization for Monocular Visual-Inertial Systems Using a Feed-Forward 3D Model cites this paper.

Efficient Feature-Free Initialization for Monocular Visual-Inertial Systems Using a Feed-Forward 3D Model $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 52

Resolution: malformed identifier; local_arxiv, observed 2026-05-20T13:08:17.942070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 166dc34f-0023-44a8-a024-d69b5749dd56 · inbound

Mamba-VGGT: Persistent Long-Sequence Video Geometry Grounded Transformer via External Sliding Window Mamba Memory cites this paper.

Mamba-VGGT: Persistent Long-Sequence Video Geometry Grounded Transformer via External Sliding Window Mamba Memory $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-05-20T14:23:21.713655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 18dd19bf-ee63-4d77-b970-e27b7cba4355 · inbound

GeoFlow: Enforcing Implicit Geometric Consistency in Video Generation cites this paper.

GeoFlow: Enforcing Implicit Geometric Consistency in Video Generation $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 72

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T11:08:13.543995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5929a3b3-d9b7-49ea-846d-8e2ff93714c8 · inbound

Cross-View Splatter: Feed-Forward View Synthesis with Georeferenced Images cites this paper.

Cross-View Splatter: Feed-Forward View Synthesis with Georeferenced Images $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 88

Resolution: verified exact; local_arxiv, observed 2026-05-20T06:18:05.307481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7b4d8ec6-c32d-48b2-9b89-2eb3821bac49 · inbound

Depth2Pose: A Pose-Based Benchmark for Monocular Depth Estimation without Ground-Truth Depth cites this paper.

Depth2Pose: A Pose-Based Benchmark for Monocular Depth Estimation without Ground-Truth Depth $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 78

Resolution: verified exact; local_arxiv, observed 2026-05-20T06:43:05.757113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 74bf1cde-4457-428c-aaad-c8444fbc7101 · inbound

How You Move Tells What You'll Do: Trajectory-Conditioned Egocentric Prediction cites this paper.

How You Move Tells What You'll Do: Trajectory-Conditioned Egocentric Prediction $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-05-21T07:19:47.005045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6be1fa5f-b5e1-45b6-ba4b-d863bd492e76 · inbound

UniT: Unified Geometry Learning with Group Autoregressive Transformer cites this paper.

UniT: Unified Geometry Learning with Group Autoregressive Transformer $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-21T04:53:57.994594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fdff21ec-90dd-41c6-8fe8-f26eb0d9526e · inbound

Sensor2Sensor: Cross-Embodiment Sensor Conversion for Autonomous Driving cites this paper.

Sensor2Sensor: Cross-Embodiment Sensor Conversion for Autonomous Driving $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-05-22T06:01:09.096096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 39387d85-9a3d-4742-8a51-ed5602d16d19 · inbound

Sensor2Sensor: Cross-Embodiment Sensor Conversion for Autonomous Driving cites this paper.

Sensor2Sensor: Cross-Embodiment Sensor Conversion for Autonomous Driving $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-06-30T16:44:55.987050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 52b6c6ff-36d7-4abd-81d1-999e92de4d68 · inbound

GEM-4D: Geometry-Enhanced Video World Models for Robot Manipulation cites this paper.

GEM-4D: Geometry-Enhanced Video World Models for Robot Manipulation $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 54

Resolution: metadata mismatch; local_arxiv, observed 2026-05-25T05:36:39.720299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e1fb7eee-3746-4541-98fd-9572a57aad73 · inbound

GEM-4D: Geometry-Enhanced Video World Models for Robot Manipulation cites this paper.

GEM-4D: Geometry-Enhanced Video World Models for Robot Manipulation $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 53

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T16:54:59.310398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 29aac050-611d-4a1a-a30b-53e748128045 · inbound

HorizonStream: Long-Horizon Attention for Streaming 3D Reconstruction cites this paper.

HorizonStream: Long-Horizon Attention for Streaming 3D Reconstruction $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-05-25T04:35:20.907756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 45471663-b301-4f81-915d-f004bb028b4e · inbound

Geo-Align: Video Generation Alignment via Metric Geometry Reward cites this paper.

Geo-Align: Video Generation Alignment via Metric Geometry Reward $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-05-25T04:16:35.909691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 15e21027-ece1-4a2d-a31d-96d359470f6e · inbound

Pantheon360: Taming Digital Twin Generation via 3D-Aware 360{\deg} Video Diffusion cites this paper.

Pantheon360: Taming Digital Twin Generation via 3D-Aware 360{\deg} Video Diffusion $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 73

Resolution: verified exact; local_arxiv, observed 2026-06-29T22:54:01.274773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8e9ac287-9b98-43a4-add5-daa86d5dccbc · inbound

Global Structure-from-Motion Meets Feedforward Reconstruction cites this paper.

Global Structure-from-Motion Meets Feedforward Reconstruction $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-06-29T22:34:01.546144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cb1a9872-38c1-4b33-9f73-45811d3b3d05 · inbound

TriSplat: Simulation-Ready Feed-Forward 3D Scene Reconstruction cites this paper.

TriSplat: Simulation-Ready Feed-Forward 3D Scene Reconstruction $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 81

Resolution: malformed identifier; local_arxiv, observed 2026-06-29T22:13:59.657117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4d8bb449-7b8d-4bc0-b6d4-19013b42a0e9 · inbound

Geometry-Aware Representation Denoising for Robust Multi-view 3D Reconstruction cites this paper.

Geometry-Aware Representation Denoising for Robust Multi-view 3D Reconstruction $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 63

Resolution: verified exact; local_arxiv, observed 2026-06-29T23:14:01.807690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6819d2e9-6606-4081-9943-0698d283abda · inbound

$R^3$: 3D Reconstruction via Relative Regression cites this paper.

$R^3$: 3D Reconstruction via Relative Regression $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 69

Resolution: verified exact; local_arxiv, observed 2026-06-29T18:03:48.130232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation aaf9a8cd-643f-4535-9194-2add5520d05b · inbound

SpatialBench: Is Your Spatial Foundation Model an All-Round Player? cites this paper.

SpatialBench: Is Your Spatial Foundation Model an All-Round Player? $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 106

Resolution: verified exact; local_arxiv, observed 2026-06-29T17:53:47.244638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ab357e3b-2a92-44b7-bee1-13b3c9f008ee · inbound

DVSM: Decoder-only View Synthesis Model Done Right cites this paper.

DVSM: Decoder-only View Synthesis Model Done Right $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 85

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T08:43:15.097865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1257800e-e5c4-4f18-bb21-297a1cd1bc38 · inbound

D\'ej\`a View: Looping Transformers for Multi-View 3D Reconstruction cites this paper.

D\'ej\`a View: Looping Transformers for Multi-View 3D Reconstruction $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.794199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bf4d1014-d03b-44d2-9947-f0c28b80397d · inbound

VolFill: Single-View Amodal 3D Scene Reconstruction with Volumetric Flow Matching cites this paper.

VolFill: Single-View Amodal 3D Scene Reconstruction with Volumetric Flow Matching $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 81

Resolution: verified exact; local_arxiv, observed 2026-06-28T23:12:46.837435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b3730912-82f2-403c-904f-d3f60482de08 · inbound

RayDer: Scalable Self-Supervised Novel View Synthesis from Real-World Video cites this paper.

RayDer: Scalable Self-Supervised Novel View Synthesis from Real-World Video $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 75

Resolution: verified exact; local_arxiv, observed 2026-06-28T22:52:45.342537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9be3e1a3-d880-4e7d-a440-5e12703ae82d · inbound

DeblurNVS: Geometric Latent Diffusion for Novel View Synthesis from Sparse Motion-Blurred Images cites this paper.

DeblurNVS: Geometric Latent Diffusion for Novel View Synthesis from Sparse Motion-Blurred Images $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-07-01T21:06:14.548186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ae0a2682-bfe5-4654-838d-56fe6abc5c5e · inbound

$\text{VG}^2$GT: Voxel-Gaussian Splatting Visual Geometry Grounded Transformer cites this paper.

$\text{VG}^2$GT: Voxel-Gaussian Splatting Visual Geometry Grounded Transformer $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 42

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T22:06:16.924386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 39b2d942-9068-4744-a79e-8ee309d77c5e · inbound

Honey, I Shrunk the Arc de Triomphe! cites this paper.

Honey, I Shrunk the Arc de Triomphe! $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 35

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T22:56:20.375970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 64dc7a19-a965-4b99-9587-c6b5abf9e4e2 · inbound

Honey, I Shrunk the Arc de Triomphe! cites this paper.

Honey, I Shrunk the Arc de Triomphe! $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 35

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T15:13:31.783743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.