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Paper Citation Record · LEDGER

FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 28 inbound Pith citation observations for arXiv:2311.12058.

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

pith.paper-citation-record.v1
2311.12058 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 28 of 28 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:24:17.065738Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T10:49:46.248387Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0f36f295-6e57-4898-b42e-9f74a9617e42 · inbound

Language Driven Occupancy Prediction cites this paper.

Language Driven Occupancy Prediction FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 51

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no resolver link, observed 2026-08-12T13:40:33.048940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:40:33.048940Z digest=sha256:90ee279ae0924e8c8694a849313213fb76a467a8599657dd21fb4999f84d99cb

Observation 6bea8610-b25b-4bb1-b489-374a7febcb14 · inbound

GaussianFormer-2: Probabilistic Gaussian Superposition for Efficient 3D Occupancy Prediction cites this paper.

GaussianFormer-2: Probabilistic Gaussian Superposition for Efficient 3D Occupancy Prediction FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 50

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no resolver link, observed 2026-08-11T21:28:45.516917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:28:45.516917Z digest=sha256:aaf06a19c0b9888b3bbdf8dd82d2e15ed18de8c4ff45253a6647f199c4efa8f4

Observation d517ae4a-110c-4f62-a193-ad5299a60d5a · inbound

LightOcc: Lightweight Spatial Embedding for Efficient Vision-based 3D Occupancy Prediction cites this paper.

LightOcc: Lightweight Spatial Embedding for Efficient Vision-based 3D Occupancy Prediction FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 39

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no resolver link, observed 2026-08-11T20:12:37.932140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:37.932140Z digest=sha256:7be99c191e02cc4db9a7a1594d822831a2c2e7df0c48fb79eea70e4a607b4257

Observation 41019eca-537f-4b26-b3e3-96791c28efe2 · inbound

ProtoOcc: Accurate, Efficient 3D Occupancy Prediction Using Dual Branch Encoder-Prototype Query Decoder cites this paper.

ProtoOcc: Accurate, Efficient 3D Occupancy Prediction Using Dual Branch Encoder-Prototype Query Decoder FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 37

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no resolver link, observed 2026-08-11T17:39:44.682212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:39:44.682212Z digest=sha256:2151083862f73446e288f790c730806ab889578dcef8c6d9ad11999cf71b8bd9

Observation 5169eff4-6440-459b-abf3-afb47662fe2d · inbound

GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding cites this paper.

GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 55

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no resolver link, observed 2026-08-11T13:26:11.690266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T13:26:11.690266Z digest=sha256:2d764f290ef3864843ece7ae52116e6c3a41421e6422c6f12d8166b6131793df

Observation e00594bb-0702-4cde-b794-895f7b217c30 · inbound

MetaOcc: Spatio-Temporal Fusion of Surround-View 4D Radar and Camera for 3D Occupancy Prediction with Dual Training Strategies cites this paper.

MetaOcc: Spatio-Temporal Fusion of Surround-View 4D Radar and Camera for 3D Occupancy Prediction with Dual Training Strategies FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 28

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no resolver link, observed 2026-08-10T14:26:17.473503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:26:17.473503Z digest=sha256:2ba1cbf0d77103b4a06248442ec55b7494c9384cce755fa5a434757fe79ef825

Observation 75ef95cd-0b93-4059-8640-4df25798e329 · inbound

AutoOcc: Automatic Open-Ended Semantic Occupancy Annotation via Vision-Language Guided Gaussian Splatting cites this paper.

AutoOcc: Automatic Open-Ended Semantic Occupancy Annotation via Vision-Language Guided Gaussian Splatting FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 56

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no resolver link, observed 2026-08-08T20:48:50.921031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T20:48:50.921031Z digest=sha256:945c08237e4a4331c311001b7e79284c4230112a556bdbd88fa63d08415f895c

Observation 86e65e8d-ea53-4511-bca9-a3783dcc3d25 · inbound

Rethinking Temporal Fusion with a Unified Gradient Descent View for 3D Semantic Occupancy Prediction cites this paper.

Rethinking Temporal Fusion with a Unified Gradient Descent View for 3D Semantic Occupancy Prediction FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 63

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no resolver link, observed 2026-08-16T12:24:17.065738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:24:17.065738Z digest=sha256:f9c02b0679f5e2cd8a1149b5949015cdf202b1c604f158a7b38c33d0516feb44

Observation bf7e8efc-aabd-48c3-be53-1eed70ec74b3 · inbound

SHTOcc: Effective 3D Occupancy Prediction with Sparse Head and Tail Voxels cites this paper.

SHTOcc: Effective 3D Occupancy Prediction with Sparse Head and Tail Voxels FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 10

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no resolver link, observed 2026-08-07T13:11:41.381188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:11:41.381188Z digest=sha256:9c2ef12ee20540686fced6664dfe5c4d9f15ea79ac92834ede279d2794846e27

Observation d5f41c24-39f0-49ab-8957-67e929ef010d · inbound

VoxelSplat: Dynamic Gaussian Splatting as an Effective Loss for Occupancy and Flow Prediction cites this paper.

VoxelSplat: Dynamic Gaussian Splatting as an Effective Loss for Occupancy and Flow Prediction FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 55

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no resolver link, observed 2026-08-07T10:20:52.319123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:20:52.319123Z digest=sha256:1e075a28c8ff591c7ce731a054f4ce47a3b42ca50cb6370f8fa071c7942a65be

Observation f44c22a1-6a81-49b1-831e-901ab9a1d3d5 · inbound

BePo: Dual Representation for 3D Occupancy Prediction cites this paper.

BePo: Dual Representation for 3D Occupancy Prediction FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 46

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verified exact
arxiv_id, observed 2026-05-19T11:32:17.443289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-19T11:30:16.328722Z digest=sha256:641a0d214e23e2258d36c2ee8f708dc4a086f14517dc44221171516c8742a819

Observation bc33690d-ccc6-4a00-8d4d-5c018793a298 · inbound

ODG: Occupancy Prediction Using Dual Gaussians cites this paper.

ODG: Occupancy Prediction Using Dual Gaussians FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 58

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no resolver link, observed 2026-08-07T04:53:43.815551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:53:43.815551Z digest=sha256:90e9a44a1a99286d12ccadcbffba04d7cf0d0f7fda3fbcce6c777bd708fe949c

Observation e51cfe87-365b-46ad-9dab-54586fa1fb56 · inbound

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction cites this paper.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 41

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no resolver link, observed 2026-08-07T04:19:25.157149Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:19:25.157149Z digest=sha256:f76e25f8fa0e3779b59c1b417ba44fd8b9aeb235eb870759d7178d81f8fe1b52

Observation 0facdfd7-ec01-4650-b085-30fed99edf7d · inbound

Disentangling Instance and Scene Contexts for 3D Semantic Scene Completion cites this paper.

Disentangling Instance and Scene Contexts for 3D Semantic Scene Completion FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 49

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unresolved
no resolver link, observed 2026-08-06T18:21:42.767511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:42.767511Z digest=sha256:141fb7e8ded219ca968469b3a615c7442498f93b35a1175ff114633b2349d917

Observation 5afb2614-caf9-4676-ac63-d918772edbaa · inbound

SDGOCC: Semantic and Depth-Guided Bird's-Eye View Transformation for 3D Multimodal Occupancy Prediction cites this paper.

SDGOCC: Semantic and Depth-Guided Bird's-Eye View Transformation for 3D Multimodal Occupancy Prediction FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 42

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unresolved
no resolver link, observed 2026-08-06T15:02:26.175148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:02:26.175148Z digest=sha256:6869358cc1e58d652481221965b9ad3041af93291e5e944f81e276d4c0698f02

Observation 758c0493-0cfa-49be-a87f-48d830a049e1 · inbound

Humanoid Occupancy: Enabling A Generalized Multimodal Occupancy Perception System on Humanoid Robots cites this paper.

Humanoid Occupancy: Enabling A Generalized Multimodal Occupancy Perception System on Humanoid Robots FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 59

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no resolver link, observed 2026-08-06T13:49:08.004803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:49:08.004803Z digest=sha256:a6db8c03f37c44250bc2890b2d5ee097e0c5fb99ab6fcbd6994ffba3e6f8120b

Observation 170bac37-9ca6-4a09-91e9-610db450b798 · inbound

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy cites this paper.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 11

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no resolver link, observed 2026-08-06T12:56:39.642137Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.642137Z digest=sha256:1a60a21170c9f538a570ce802398ac101e985d8a90148c1887a53cf39de30c6e

Observation 71f45fea-d630-4004-820e-a57a9c732f5a · inbound

Occupancy Learning with Spatiotemporal Memory cites this paper.

Occupancy Learning with Spatiotemporal Memory FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 34

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no resolver link, observed 2026-08-05T23:51:20.552560Z

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source=arxiv_source observed=2026-08-05T23:51:20.552560Z digest=sha256:6408fa05ff841fbb70a480044aa6a98c9bf7867fa3cc473e8280feaaf53beb03

Observation 57694599-9560-4a65-a03d-50eefd6d8eda · inbound

Semantic Causality-Aware Vision-Based 3D Occupancy Prediction cites this paper.

Semantic Causality-Aware Vision-Based 3D Occupancy Prediction FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 49

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no resolver link, observed 2026-08-04T20:49:00.371105Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:49:00.371105Z digest=sha256:90d2f7a15b770729850f8ceab08645826d673eede581b1f9e2da60d9a8be509e

Observation 72c5b311-2e3b-460f-8514-64e87f47304d · inbound

Height-Guided Projection Reparameterization for Camera-LiDAR Occupancy cites this paper.

Height-Guided Projection Reparameterization for Camera-LiDAR Occupancy FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 54

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verified exact
arxiv_id, observed 2026-05-11T17:36:06.345482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-08T17:24:36.149795Z digest=sha256:4f709adc727c443ca23b52a6cbe2f7d5f3dd8843535029087ef287f593039173

Observation 51830527-a8af-4d63-9d7a-45896266b5fd · inbound

Height-Guided Projection Reparameterization for Camera-LiDAR Occupancy cites this paper.

Height-Guided Projection Reparameterization for Camera-LiDAR Occupancy FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 54

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verified exact
arxiv_id, observed 2026-05-12T06:41:44.037349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-12T04:02:19.480937Z digest=sha256:dde2be5f103de9e80c257d0b9e812aefa7a3996cbc00ffd51b1bd40252a19e02

Observation 370eed1a-166f-46d1-94e9-c836bc0f496f · inbound

VGGT-Occ: Geometry-Grounded and Density-Aware Gated Fusion for 3D Occupancy Prediction cites this paper.

VGGT-Occ: Geometry-Grounded and Density-Aware Gated Fusion for 3D Occupancy Prediction FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 42

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verified exact
arxiv_id, observed 2026-05-19T21:22:48.006509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-19T21:19:17.894557Z digest=sha256:b4b3ead1e17415cd596918515b23326101f7704e74de7138fc30afd05e58bfd2

Observation 7aae8a9e-4273-4d05-b1a5-9b20eab358b5 · inbound

Deformable Gaussian Occupancy: Decoupling Rigid and Nonrigid Motion with Factorized Distillation cites this paper.

Deformable Gaussian Occupancy: Decoupling Rigid and Nonrigid Motion with Factorized Distillation FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 46

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verified exact
arxiv_id, observed 2026-06-29T13:33:27.971219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-29T13:30:35.054988Z digest=sha256:d9c352abdfe0bd037bfd4cb7b49c914fa7f0319232629ca449b3f3aaf6e6f4db

Observation de7d75ce-e5c8-4f3d-aff6-24953efa4a67 · inbound

Monocular 3D Occupancy Perception for Robots on Sidewalks via Hybrid 2D-3D Learning cites this paper.

Monocular 3D Occupancy Perception for Robots on Sidewalks via Hybrid 2D-3D Learning FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-07-04T00:59:20.743677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-26T20:47:18.651679Z digest=sha256:1c65aaf109a8465dff0e32d9c4319400215647bb6a184fe40a3fd967f60f0e12

Observation c1a0c077-9de8-42c9-8cc9-b23251b067b8 · inbound

Humanoid-OmniOcc: Stereo-Based Full-View Occupancy Dataset for Embodied AI cites this paper.

Humanoid-OmniOcc: Stereo-Based Full-View Occupancy Dataset for Embodied AI FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-07-04T10:49:46.249906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-06-26T08:29:13.389779Z digest=sha256:f852b82206a510f10cbc90856965dc73961d20639ed3b40384f9d37e471d13b7

Observation d91652bc-f2e6-4258-9e4d-f91e1e884bf6 · inbound

SparseOcc++: Geometry-Aware Sparse Latent Representation for Semantic Occupancy Prediction cites this paper.

SparseOcc++: Geometry-Aware Sparse Latent Representation for Semantic Occupancy Prediction FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 29

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no resolver link, observed 2026-07-11T14:25:21.264423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T14:25:21.264423Z digest=sha256:5ac76b806513617cb6d778ebd7cc6e0a9f739020e44a35240dc9049d6375076e

Observation 0ed2f692-c8c6-4406-b07e-985573ba4271 · inbound

RayOcc: Occlusion-Aware Ray Occupancy Estimation via Gaussian Mixture Intensity cites this paper.

RayOcc: Occlusion-Aware Ray Occupancy Estimation via Gaussian Mixture Intensity FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 13

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no resolver link, observed 2026-08-01T17:26:10.833636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T17:26:10.833636Z digest=sha256:2b558dd3a0a4ae61f2b48d927ed83557c83fc26e107b1878bf4fc5d49458a6a5

Observation e5774862-e51b-4095-aea8-1cf56809f6eb · inbound

OccAnyScene: Towards Unified Indoor-Outdoor 3D Occupancy Prediction cites this paper.

OccAnyScene: Towards Unified Indoor-Outdoor 3D Occupancy Prediction FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 32

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no resolver link, observed 2026-08-14T04:31:59.139910Z

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source=pdf_text observed=2026-08-14T04:31:59.139910Z digest=sha256:2175add2c17cdcb6935a52c3d3b5a37b08b0af998f7c3897a3dadfc001253ca4