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Paper Citation Record · LEDGER

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels

As of 17 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 14 inbound Pith citation observations for arXiv:2508.17437.

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

pith.paper-citation-record.v1
2508.17437 v2

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:15:13.237903Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:25:27.556183Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T07:46:46.265374Z

Reference resolution

50 of 50 outbound references displayed

  • verified exact1
  • verified fuzzy23
  • unresolved25
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7fce0800-bfff-4f63-9942-82ea6ec3b64e · outbound

This paper cites Physically embodied gaussian splatting: A realtime correctable world model for robotics.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Physically embodied gaussian splatting: A realtime correctable world model for robotics

Reference 1

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verified fuzzy
raw_fallback, observed 2026-08-05T18:15:17.801850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:08.793966Z digest=sha256:2fd28010510b8dee59a916b5b4fc1cca0dce5f5d844068afae13e8cc282b3389

Observation b3019726-8003-4e8d-bc28-6bd668e38d66 · outbound

This paper cites Physion: Evaluating Physical Prediction from Vision in Humans and Machines.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Physion: Evaluating Physical Prediction from Vision in Humans and Machines

Reference 2

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:15:08.880774Z digest=sha256:7acd5a65385c07109fa9a1685f03503703b8e625b2db7305c95e573dea86d78f

Observation 8dbab40a-614f-4096-8205-d09512c616d9 · outbound

This paper cites Material recognition in the wild with the materials in context database.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Material recognition in the wild with the materials in context database

Reference 3

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verified fuzzy
raw_fallback, observed 2026-08-05T18:15:17.640188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:08.929723Z digest=sha256:f2d346c2d53dad71b7aecf783981bfd60b952a986d71b054f9480da8875695b1

Observation a1842aa7-7722-4e55-babc-180a1be384d2 · outbound

This paper cites Physx: Physical-grounded 3d asset generation.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Physx: Physical-grounded 3d asset generation

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:15:08.990136Z digest=sha256:cde473f56b38c76fb4b307a51010ea57a20be415f33f532266fc0dbc73415c13

Observation 57ec72b3-7348-4469-98e2-c16c293dfc07 · outbound

This paper cites PhysGen3D: Crafting a Miniature Interactive World from a Single Image.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels PhysGen3D: Crafting a Miniature Interactive World from a Single Image

Reference 5

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no resolver link, observed 2026-08-05T18:15:09.043005Z

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source=pdf_text observed=2026-08-05T18:15:09.043005Z digest=sha256:6841114ad7bb77610b46143b6499a8e30a63aabc3e48782b92eff3a3b7486c88

Observation 5f73682a-2e30-409a-a070-f8951adbf666 · outbound

This paper cites Vid2sim: Generalizable, video-based reconstruction of appearance, geometry and physics for mesh-free simulation.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Vid2sim: Generalizable, video-based reconstruction of appearance, geometry and physics for mesh-free simulation

Reference 6

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verified fuzzy
raw_fallback, observed 2026-08-05T18:15:17.497796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:09.116771Z digest=sha256:6a4fae1a01b33d0d06e69a7726a14cd85e4cb9a4f86b302bbe44b3dd74c92039

Observation c9ce814f-e447-4f02-8573-ed68ca605cbd · outbound

This paper cites UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics

Reference 7

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no resolver link, observed 2026-08-05T18:15:09.214089Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T18:15:09.214089Z digest=sha256:5adfa392a1ee274c61667667e66a6d616c86b773a5f0140d2d765ae7947545da

Observation 383c5711-5604-4b7c-a1fd-f59d57de9af6 · outbound

This paper cites Objaverse: A Universe of Annotated 3D Objects.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Objaverse: A Universe of Annotated 3D Objects

Reference 8

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source=pdf_text observed=2026-08-05T18:15:09.282846Z digest=sha256:17d07d7dbbf9c653dd871fcf91df1bd3a795bfcb2d8c5b3482e33f636b54f0e4

Observation 46de6ac1-6169-49da-b2a9-beb58c6b03ca · outbound

This paper cites Diffusion models beat gans on image synthesis.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Diffusion models beat gans on image synthesis

Reference 9

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no resolver link, observed 2026-08-05T18:15:09.343486Z

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source=pdf_text observed=2026-08-05T18:15:09.343486Z digest=sha256:60e687b1208e3d10bb31ee4cae183a6afd3a64804e672a44e0873612a7412df4

Observation 03967b36-9aa5-4f3f-bf81-8b0faf061cdc · outbound

This paper cites Pie-nerf: Physics-based interactive elastodynamics with nerf, 2023.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Pie-nerf: Physics-based interactive elastodynamics with nerf, 2023

Reference 10

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verified fuzzy
raw_fallback, observed 2026-08-05T18:15:17.363197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:09.398579Z digest=sha256:fb5e4e79f37fd8d6c1353ea9d8b0141ebcf2ed157ea3f080017a205cf3594082

Observation 75477386-2284-4c6b-8e97-890fb43d478f · outbound

This paper cites Sama: Material-aware 3d selection and segmentation.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Sama: Material-aware 3d selection and segmentation

Reference 11

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source=pdf_text observed=2026-08-05T18:15:09.486578Z digest=sha256:da64187e612fbbb7e8c3a516ab247823fb456168b945372baaf3eeda099c42f6

Observation 3365d4b9-a137-4a96-9dec-a6e0495e797c · outbound

This paper cites Physically Compatible 3D Object Modeling from a Single Image.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Physically Compatible 3D Object Modeling from a Single Image

Reference 12

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metadata mismatch
local_arxiv, observed 2026-08-05T18:15:13.917006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:09.581337Z digest=sha256:f4376ea92420262d0e58b613fd4239182a13f5595d1b5664444ebec3268b8bfb

Observation f78edd3a-e5ec-4925-80fe-945628e6e637 · outbound

This paper cites AutoVFX: Physically Realistic Video Editing from Natural Language Instructions.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels AutoVFX: Physically Realistic Video Editing from Natural Language Instructions

Reference 13

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no resolver link, observed 2026-08-05T18:15:09.674260Z

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source=pdf_text observed=2026-08-05T18:15:09.674260Z digest=sha256:30b732e3832f07abba9e95cba076a6ce91180620d445abb1fb0d274bc167a2b2

Observation ef38da71-f0fd-42e8-a48c-d34e4fbbaa7c · outbound

This paper cites DreamPhysics: Learning Physics-Based 3D Dynamics with Video Diffusion Priors.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels DreamPhysics: Learning Physics-Based 3D Dynamics with Video Diffusion Priors

Reference 14

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source=pdf_text observed=2026-08-05T18:15:09.784027Z digest=sha256:3c71bb19cfbb9dbfdf1d4959cb3e60ab38c92fdd93ad2ce0e9353dde0b475237

Observation 4381fd08-5353-43c5-b1b2-596c847077e6 · outbound

This paper cites gradsim: Differentiable simulation for system identification and visuomotor control.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels gradsim: Differentiable simulation for system identification and visuomotor control

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-05T18:15:17.241562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:09.837710Z digest=sha256:ed09cf349c347833d9b21089c82882c813c1476c3e268dd23224bdc0846c6c86

Observation 519fa558-bd1a-49b3-a08e-32b9ce0aec3f · outbound

This paper cites PhysTwin: Physics-Informed Reconstruction and Simulation of Deformable Objects from Videos.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels PhysTwin: Physics-Informed Reconstruction and Simulation of Deformable Objects from Videos

Reference 16

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source=pdf_text observed=2026-08-05T18:15:09.892149Z digest=sha256:fd6596fa255fb70a8f54794aac7f3533ff936158a2328b3494525fc691b95d26

Observation 6bdaebb8-e1fc-442e-bb2a-6547a743cfca · outbound

This paper cites Cotracker: It is better to track together.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Cotracker: It is better to track together

Reference 17

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verified fuzzy
raw_fallback, observed 2026-08-05T18:15:17.120510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:09.952278Z digest=sha256:10a694106db52ad84b15c4c4260e907ea6338a2fbd2f02552230d750b1578e23

Observation cb5f6528-05f6-4d30-8016-7466a1c5301b · outbound

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

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels 3d gaussian splatting for real-time radiance field rendering

Reference 18

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no resolver link, observed 2026-08-05T18:15:10.001988Z

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source=pdf_text observed=2026-08-05T18:15:10.001988Z digest=sha256:00f13fb5074ea5691e9c611307d67ceae28bddc2893331a8e1931df69a5517ef

Observation bfefc15f-3d9c-43c3-92c9-7fe5d393e9a8 · outbound

This paper cites Lerf: Language embedded radiance fields.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Lerf: Language embedded radiance fields

Reference 19

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verified fuzzy
raw_fallback, observed 2026-08-05T18:15:16.914600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:10.090679Z digest=sha256:6d51b6cde0e624cc20d15853197b6066d3a836878d8a2655e6e4a583ab079e0e

Observation 5c0c4f65-059b-4f72-85f2-3a36fd5aceb3 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Adam: A Method for Stochastic Optimization

Reference 20

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:15:10.171686Z digest=sha256:5d5568b570a645403efa341a33cc70dbad7741cb678ac26bef82de1aea9f3953

Observation b29375ce-fc50-4217-82f6-ad735d04b800 · outbound

This paper cites Decomposing nerf for editing via feature field distillation.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Decomposing nerf for editing via feature field distillation

Reference 21

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verified fuzzy
raw_fallback, observed 2026-08-05T18:15:16.752625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:10.242686Z digest=sha256:3f334910469817ac8c50153dca40cb936da5e06a9adc8b5dcf893079528f00f6

Observation 5d644dd7-f3eb-4088-9a08-0a83799bfbb1 · outbound

This paper cites Articulate-Anything: Automatic Modeling of Articulated Objects via a Vision-Language Foundation Model.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Articulate-Anything: Automatic Modeling of Articulated Objects via a Vision-Language Foundation Model

Reference 22

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source=pdf_text observed=2026-08-05T18:15:10.366811Z digest=sha256:3cda6abde6793ef40a5335668fd09b3f56b260fa10ff429c9401b172e2bf68dc

Observation 618b13d4-2544-49e6-93c4-bc1daed28dd9 · outbound

This paper cites PAC-neRF: Physics augmented continuum neural radiance fields for geometry-agnostic system identification.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels PAC-neRF: Physics augmented continuum neural radiance fields for geometry-agnostic system identification

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-05T18:15:16.595731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:10.445320Z digest=sha256:8ba312d574ad971e45de2a94253710700737d9f3019aff7fbb5959dc4ec1b5cc

Observation 0f4e8603-b0af-4325-a4f7-39ea0b73fc28 · outbound

This paper cites Generative image dynamics.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Generative image dynamics

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-05T18:15:16.488609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:10.540826Z digest=sha256:37956ee78d80af58187c6a893d2baa9230f481ba3a9806363fda423852fbf44d

Observation b02d42e8-9b50-4e53-bbf8-a112c08f16d2 · outbound

This paper cites Wonderplay: Dynamic 3d scene generation from a single image and actions.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Wonderplay: Dynamic 3d scene generation from a single image and actions

Reference 25

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no resolver link, observed 2026-08-05T18:15:10.715529Z

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source=pdf_text observed=2026-08-05T18:15:10.715529Z digest=sha256:a4b7dfde1cbc5d64f26d9196ccb862394b1a945e0b51361ef43532a63307a792

Observation 81b8b98a-2a47-4913-9d89-9edb38477aaf · outbound

This paper cites OmniphysGS: 3d constitutive gaussians for general physics-based dynamics generation.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels OmniphysGS: 3d constitutive gaussians for general physics-based dynamics generation

Reference 26

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verified fuzzy
raw_fallback, observed 2026-08-05T18:15:16.381530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:10.844024Z digest=sha256:c941871a1c166553b613472fe999a51c945045a4725783f475ba47a3330d1828

Observation df97d9dc-8563-4fa6-82f5-51d475d3de4b · outbound

This paper cites Learning neural constitutive laws from motion observations for generalizable pde dynamics.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Learning neural constitutive laws from motion observations for generalizable pde dynamics

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-05T18:15:16.212530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:10.959883Z digest=sha256:ed9a2cb88cb523d08938bbf4c7b76ffcc554314b736ac3097b6a8b6ab07ee30a

Observation 88d40c67-3bd2-42be-b7ac-706a8e757791 · outbound

This paper cites Nerf: Representing scenes as neural radiance fields for view synthesis.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Nerf: Representing scenes as neural radiance fields for view synthesis

Reference 28

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no resolver link, observed 2026-08-05T18:15:11.045418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:15:11.045418Z digest=sha256:55bfd50e8e4dfdc60397bccd1dcf73dab1d2ef792cf26ff0e5529f4645f241b3

Observation a5cdd262-91d3-4b49-9bb1-ae3c7147c1ba · outbound

This paper cites UniPhy: Learning a Unified Constitutive Model for Inverse Physics Simulation.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels UniPhy: Learning a Unified Constitutive Model for Inverse Physics Simulation

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-05T18:15:13.579546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:11.184267Z digest=sha256:f12bb183bea0f7367fa44a2685163f56db2dfb7d10a90e8ca55b2395f5091d4b

Observation dc8108bc-e90a-4315-a3d0-3a5005cea3d0 · outbound

This paper cites Genie 2: A large-scale foundation world model.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Genie 2: A large-scale foundation world model

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:15:16.054602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:11.259873Z digest=sha256:e13371cd35a44395285012d0cef619ca6649c93b0591b4ffd3021626f3f96028

Observation 33a8ba12-7dd5-4184-82c6-b26b2b5b0295 · outbound

This paper cites D-NeRF: Neural Radiance Fields for Dynamic Scenes.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels D-NeRF: Neural Radiance Fields for Dynamic Scenes

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:15:15.928469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:11.381267Z digest=sha256:f9af6f4731e2e574dc295c65c18acbc6ace6106a57fc63d771d47a0755ebc26c

Observation 441d0363-f962-4a2e-89e6-ea7a28016c9c · outbound

This paper cites Feature Splatting: Language-Driven Physics-Based Scene Synthesis and Editing.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Feature Splatting: Language-Driven Physics-Based Scene Synthesis and Editing

Reference 32

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no resolver link, observed 2026-08-05T18:15:11.452467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:15:11.452467Z digest=sha256:1db6a8c12b738b88a02dd296539fa62f5b728aca615fed2d199a3309d2f1e977

Observation 19b09e8e-ceda-4c19-a5c9-82d7ec715e64 · outbound

This paper cites Learning transferable visual models from natural language supervision.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Learning transferable visual models from natural language supervision

Reference 33

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no resolver link, observed 2026-08-05T18:15:11.573476Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:15:11.573476Z digest=sha256:4ea6420eb8219b01dd47ee7f3e28ff38a3f207d817f24850331e7d8ddeb00c08

Observation 2da3415b-8ed1-4de6-969b-e458040cd91d · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels U-net: Convolutional networks for biomedical image segmentation

Reference 34

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source=pdf_text observed=2026-08-05T18:15:11.713015Z digest=sha256:abf0e8e7a5a4989c9604743baf331beb0d50b4c0f487609f11d807db388727e9

Observation d87f4529-53f9-48b0-8549-5980736d28a0 · outbound

This paper cites Distilled Feature Fields Enable Few-Shot Language-Guided Manipulation.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Distilled Feature Fields Enable Few-Shot Language-Guided Manipulation

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:15:11.839540Z digest=sha256:c881a916309197eec1ae7cfd39a63105075de5b5dd867ba14b45cb93226102ab

Observation 1fb86c6c-2d89-4573-ba80-84643525b54f · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Gemini: A Family of Highly Capable Multimodal Models

Reference 36

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unresolved
no resolver link, observed 2026-08-05T18:15:11.967465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:15:11.967465Z digest=sha256:9ff21a76de75687320547bfdfa035da2177666fa500f2d49bec9a3b26f7bf7f4

Observation 4b685355-3f70-4e08-bc5c-e59149bde3ea · outbound

This paper cites Videomae: Masked autoencoders are data-efficient learners for self-supervised video pre-training.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Videomae: Masked autoencoders are data-efficient learners for self-supervised video pre-training

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-05T18:15:12.044652Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T18:15:12.044652Z digest=sha256:5e26b81d0c50b373fc3510b99e28b344a91864e0e446297afec793c8e018664d

Observation c2ff2ff9-3aae-43ab-9f74-8a0c1345965f · outbound

This paper cites Physctrl: Generative physics for controllable and physics-grounded video generation.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Physctrl: Generative physics for controllable and physics-grounded video generation

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:15:15.785373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:12.188619Z digest=sha256:8b3b58c033ec35695d8322d7fbc360e5f0354e31e898bbc2168dfdbd0f42fc12

Observation ecc816dc-bca3-4d80-8883-613e30059bff · outbound

This paper cites Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transformers.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transformers

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:15:15.616709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:12.267781Z digest=sha256:95682627a87135e0f9231dbd812162b62f058e0cf6d7958853b93af598f9b6d4

Observation 4f46597c-9a6a-4345-8ff7-fe9385852b57 · outbound

This paper cites Video2game: Real-time, interactive, realistic and browser-compatible environment from a single video, 2024.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Video2game: Real-time, interactive, realistic and browser-compatible environment from a single video, 2024

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:15:15.408605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:12.423772Z digest=sha256:8a4dc57313f87df6d90adef5f10151ec6af170430823772ac26209190be1d285

Observation d6c4ee13-d26b-4938-a03a-44c652c1fd5f · outbound

This paper cites PhysGaussian: Physics-Integrated 3D Gaussians for Generative Dynamics.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels PhysGaussian: Physics-Integrated 3D Gaussians for Generative Dynamics

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-05T18:15:12.517860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:15:12.517860Z digest=sha256:23585387bf91947603f3de58b6eb919460482a9fe52efe948275fd4db3a87d4b

Observation 464d0b2b-b791-4d36-927a-050ebf0dd060 · outbound

This paper cites Physical property understanding from language-embedded feature fields.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Physical property understanding from language-embedded feature fields

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:15:15.233636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:12.627436Z digest=sha256:9fbb69cdbe97553d2197667dff00aede683f0951a8d75ce79dfbf77ec5b724b3

Observation 23498d53-b7c5-4c7a-b6c1-6af91f39ba01 · outbound

This paper cites Particle-grid neural dynamics for learning deformable object models from rgb-d videos.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Particle-grid neural dynamics for learning deformable object models from rgb-d videos

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-05T18:15:12.736258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:15:12.736258Z digest=sha256:243cdc68a8c34e1a07067a6c7bcd8e6263f4b3414b4af1b656f70552a0dc418b

Observation f3dbb34b-7600-489a-99b3-d32ae1335bda · outbound

This paper cites Feng, Changxi Zheng, Noah Snavely, Jiajun Wu, and William T.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Feng, Changxi Zheng, Noah Snavely, Jiajun Wu, and William T

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-05T18:15:12.850004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:15:12.850004Z digest=sha256:6920f32c68ca0dd04b8f32945359698d044a0c7539c312e76d02a197b077b83f

Observation 7e05992c-8649-44c2-8fdb-3b36b39cd070 · outbound

This paper cites tree", “rubber toy.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels tree", “rubber toy

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:15:15.043933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:12.935903Z digest=sha256:357fcac86be60e4a8ddf9c91e0f2c9044782c99af09506b13b8e453373e6f3f3

Observation 7270c63b-8bb8-4db8-908f-7b7c2aa4234e · outbound

This paper cites Specifically, ur VLM actor proposes segmentation queries based on a set of mutli-view images of the object as shown in Fig.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Specifically, ur VLM actor proposes segmentation queries based on a set of mutli-view images of the object as shown in Fig

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:15:14.867267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:12.990393Z digest=sha256:65c11f345b2e952f198eb1ced0698bfbe8ea14d6447abd98cd2b6b77f44270d3

Observation eef74500-1dab-4712-a7bc-2e45c164260c · outbound

This paper cites pot", "trunk.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels pot", "trunk

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:15:14.672481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:13.098739Z digest=sha256:33ae3823f1a85c9661a5dd39911b12c5e88f8217e02a9d7225e409db4323483d

Observation 50898d4b-47bc-47c1-9d19-7375a0b6e70e · outbound

This paper cites pot,leaves.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels pot,leaves

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:15:14.460614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:13.169216Z digest=sha256:e35233ac1d37b88a4954d61a80b603515a083f5f020ff84d732c572b4cc782db

Observation 0bdbb33d-ef26-41f5-86de-89164d804b6a · outbound

This paper cites tree swaying in the wind.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels tree swaying in the wind

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:15:14.278396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T18:15:13.237903Z digest=sha256:032d31d6cf0091414b84d02f10cf531420fd3ad3704858d41bbd7046ec764c88

Observation a0db4ad1-50d6-4366-9084-c1c88bc5c71c · outbound

This paper cites Decomposing NeRF for Editing via Feature Field Distillation.

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels Decomposing NeRF for Editing via Feature Field Distillation

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-05T18:15:10.306847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:15:10.306847Z digest=sha256:25b09a54e39a08bca7b39775a879c021a47783d71a506489a4061cb96dbfd648

Pith citing papers

Observation d6cb749e-3010-47e9-a060-de65cc7a18c4 · inbound

Physically Interpretable World Models via Weakly Supervised Representation Learning cites this paper.

Physically Interpretable World Models via Weakly Supervised Representation Learning Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-23T07:02:41.416741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-23T07:00:46.917344Z digest=sha256:44f7495c157b1dcce3d0143920add8d095aa22f0b58a5e262b719be24b902e23

Observation f6a430d9-8e30-4dba-9c97-14ba797bbb6b · inbound

PhysChoreo: Physics-Controllable Video Generation with Part-Aware Semantic Grounding cites this paper.

PhysChoreo: Physics-Controllable Video Generation with Part-Aware Semantic Grounding Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-03T20:16:11.357624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:16:11.357624Z digest=sha256:29d43a7054375cc23351b98862d87a12c7645af5caeb1c439ab5d5850f31972f

Observation 4f12e51d-5815-4b17-b13d-dc5ff3d6f036 · inbound

VDAWorld: World Modelling via VLM-Directed Abstraction and Simulation cites this paper.

VDAWorld: World Modelling via VLM-Directed Abstraction and Simulation Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-03T17:01:21.264449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T17:01:21.264449Z digest=sha256:8d4c5a3725fff3715bab15a6c1f794cb688e4009d80473b255af5b64b6925a37

Observation ed360e5f-e588-484c-9b9e-9ebc3e6d9dc2 · inbound

PerpetualWonder: Long-Horizon Action-Conditioned 4D Scene Generation cites this paper.

PerpetualWonder: Long-Horizon Action-Conditioned 4D Scene Generation Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-21T13:30:12.690482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-21T13:26:57.909496Z digest=sha256:405f1379fd040406e0a3f0e513453b63b2b6a6722b5f28b653db28c7292bac0b

Observation 95286065-bf71-4261-8edf-ccda943e8126 · inbound

PhysInOne: Visual Physics Learning and Reasoning in One Suite cites this paper.

PhysInOne: Visual Physics Learning and Reasoning in One Suite Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-11T08:25:59.522773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T16:39:48.066744Z digest=sha256:750d6daf9f149381a0c4b1903ab537462bfb697dedd0ab97352a998d1350e75f

Observation a0135839-53d1-49e6-832d-71e19503eaef · inbound

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

Feed-Forward 3D Scene Modeling: A Problem-Driven Perspective Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels

Reference 197

Resolution
verified exact
arxiv_id, observed 2026-05-10T13:20:25.988130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T13:13:42.052386Z digest=sha256:81bc3510ec9287c520a6d54a621c0e5e76cad859fac7f46cddc29aab027cc83a

Observation 9e76854b-ee1d-48aa-90e1-abb7b94d2d44 · inbound

3D Generation for Embodied AI and Robotic Simulation: A Survey cites this paper.

3D Generation for Embodied AI and Robotic Simulation: A Survey Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels

Reference 95

Resolution
verified exact
arxiv_id, observed 2026-05-12T09:01:25.445234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-07T13:16:44.508344Z digest=sha256:56361048bcf752c91fdae69ce48d46d0924d1a2c9b5dca3cc51549925e8f279e

Observation ea7372a2-5ddf-4e9c-8d2e-5d5c0ddeec57 · inbound

3D Generation for Embodied AI and Robotic Simulation: A Survey cites this paper.

3D Generation for Embodied AI and Robotic Simulation: A Survey Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels

Reference 95

Resolution
verified exact
arxiv_id, observed 2026-05-11T22:01:14.094915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T03:31:05.311070Z digest=sha256:e89ec33e3f2b7aee766fee7caab51e4aaa8eb4b2b99af134755c548727b098df

Observation 0be10d0f-6fb6-4966-80a4-4fbdf2ad975b · inbound

3D Generation for Embodied AI and Robotic Simulation: A Survey cites this paper.

3D Generation for Embodied AI and Robotic Simulation: A Survey Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels

Reference 95

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:05:58.682261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-11T01:56:24.510913Z digest=sha256:267f255dc1ed7714c07372f48a0193c379157bf4c94a4db603860692bbef8b34

Observation 779245ea-8d26-4ab2-9cff-01bc90b1a93b · inbound

Automatically Improving Simulation Physics for Articulated Objects cites this paper.

Automatically Improving Simulation Physics for Articulated Objects Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-20T09:03:10.570274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T09:00:11.228181Z digest=sha256:d59146e6e0dbd8a919ae87bd1813398ebb314f7c11dc3356bb4617589fc0bbf3

Observation 303e2892-de39-4d4b-856d-2702155d8524 · inbound

PhysX-Omni: Unified Simulation-Ready Physical 3D Generation for Rigid, Deformable, and Articulated Objects cites this paper.

PhysX-Omni: Unified Simulation-Ready Physical 3D Generation for Rigid, Deformable, and Articulated Objects Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-22T09:41:21.825147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-22T09:39:48.573379Z digest=sha256:63cbc0dc8d847e8d576afe4b28eeab660404597f4ae25756d775cf3a06c5f84e

Observation 85521974-da60-457e-89b5-2afd1ee5ffd6 · inbound

NeuROK: Generative 4D Neural Object Kinematics cites this paper.

NeuROK: Generative 4D Neural Object Kinematics Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:23:15.027652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T08:20:39.824430Z digest=sha256:6d0e3624f6f4fdfea0597897dc9c3d2906364f5e13d4d1996c2595b162b0bae7

Observation 5e0236af-9b76-4cfe-8d13-8b581822ea88 · inbound

UniPixie: Unified and Probabilistic 3D Physics Learning via Flow Matching cites this paper.

UniPixie: Unified and Probabilistic 3D Physics Learning via Flow Matching Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-07-02T07:46:46.266841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-28T06:40:47.108140Z digest=sha256:f51e1e768aed7b950440e2199ddda4b9bff227a872df484e71abedb9d3c1d9c7

Observation 1fc046d1-a75c-4729-bb5a-dbed1c568c6d · inbound

Vision Meets WiFi: Physics-Grounded Estimation of Volumetric Mechanical Properties cites this paper.

Vision Meets WiFi: Physics-Grounded Estimation of Volumetric Mechanical Properties Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-11T00:25:27.556183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:25:27.556183Z digest=sha256:b126e7dbe346ab05c8e07362aaa1464e5f19dc1d8f02277ef87aab0f3a1b67eb