Paper Citation Record · LEDGER

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning

As of 21 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2412.09881.

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

pith.paper-citation-record.v1
2412.09881 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:41:08.650955Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:15:55.500059Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T11:15:56.288777Z

Reference resolution

29 of 29 outbound references displayed

verified exact1
verified fuzzy24
unresolved4
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9afc709d-cb36-4d13-85d2-26354320007a · outbound

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

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Nerf: Representing scenes as neural radiance fields for view synthesis,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:09.150013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 060cfde8-8dec-4563-99c4-8efbbacbd505 · outbound

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

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Neuralangelo: High- fidelity neural surface reconstruction,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:09.136120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation dc382f4f-a40e-4006-a5f1-aa36cdc5d1a2 · outbound

This paper cites Objects as volumes: A stochastic geometry view of opaque solids,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Objects as volumes: A stochastic geometry view of opaque solids,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:09.121449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 969577fd-fe39-4b3b-8182-8b1f73d1f5ff · outbound

This paper cites Neus: Learning neural implicit surfaces by volume rendering for multi-view reconstruction,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Neus: Learning neural implicit surfaces by volume rendering for multi-view reconstruction,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:09.103277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4431e25f-e546-4f5e-be61-668f32c7925e · outbound

This paper cites V oxurf: V oxel-based efficient and accurate neural surface reconstruction,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning V oxurf: V oxel-based efficient and accurate neural surface reconstruction,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:09.089952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4d416ab9-01af-4f8f-8e9e-c33f49cd11aa · outbound

This paper cites Neural body: Implicit neural represen- tations with structured latent codes for novel view synthesis of dynamic humans,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Neural body: Implicit neural represen- tations with structured latent codes for novel view synthesis of dynamic humans,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:09.072407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f9ac0f00-91dc-44e5-8230-e549c9a73c9c · outbound

This paper cites D-nerf: Neural radiance fields for dynamic scenes,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning D-nerf: Neural radiance fields for dynamic scenes,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:09.055585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 78372056-a9de-44cf-ad47-83e916109d5e · outbound

This paper cites Nerd: Neural reflectance decomposition from image collections,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Nerd: Neural reflectance decomposition from image collections,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:09.042339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e4436a33-e023-4da7-af0a-f664ac0a51a1 · outbound

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

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Marching cubes: A high resolution 3d surface construction algorithm,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:09.028986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a7d86428-84fa-45b7-b9dd-81ffcea4c885 · outbound

This paper cites Spiking nerf: Representing the real-world geometry by a discontinuous representa- tion,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Spiking nerf: Representing the real-world geometry by a discontinuous representa- tion,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:09.012296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a221ccf1-5a67-4914-b3a0-e8f4c688a8df · outbound

This paper cites Nerfstudio: A modular framework for neural radiance field development,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Nerfstudio: A modular framework for neural radiance field development,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:08.999544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0e465911-bcdd-4376-ab61-8d554c04352b · outbound

This paper cites Ref-nerf: Structured view-dependent appearance for neural radiance fields,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Ref-nerf: Structured view-dependent appearance for neural radiance fields,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T16:41:08.560356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d11379f-c8ae-4043-aa4b-3f20249506a2 · outbound

This paper cites Multiview neural surface reconstruc- tion by disentangling geometry and appearance,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Multiview neural surface reconstruc- tion by disentangling geometry and appearance,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:08.973683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ffdfdde0-2c8d-48a7-93a2-94616077fad0 · outbound

This paper cites Instant neural graphics primitives with a multiresolution hash encod- ing,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Instant neural graphics primitives with a multiresolution hash encod- ing,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:08.945040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 897b26b2-66af-42a5-b276-ee7c8c38f3c7 · outbound

This paper cites Direct voxel grid optimization: Super-fast convergence for radiance fields reconstruction,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Direct voxel grid optimization: Super-fast convergence for radiance fields reconstruction,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:08.928893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d41a5767-d04b-4ad6-9305-630a6a4da6ba · outbound

This paper cites Fastnerf: High-fidelity neural rendering at 200fps,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Fastnerf: High-fidelity neural rendering at 200fps,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:08.914163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cb86ea0b-3aa4-496c-bd96-0e5efd63717b · outbound

This paper cites Plenoxels: Radiance fields without neural networks,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Plenoxels: Radiance fields without neural networks,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:08.900652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a11c9d8d-1543-41f6-8595-dc8d1d34ffff · outbound

This paper cites Relu fields: The little non-linearity that could,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Relu fields: The little non-linearity that could,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:08.885785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e3976310-9ad5-4e2f-89c6-b8b3e79b752c · outbound

This paper cites On the spectral bias of neural networks,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning On the spectral bias of neural networks,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:08.868414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a9b6a177-3da4-4a32-badf-5c676439ae19 · outbound

This paper cites Mip-grid: Anti-aliased grid representations for neural radiance fields,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Mip-grid: Anti-aliased grid representations for neural radiance fields,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:08.855098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 05764338-7d35-4185-8b67-9694b5fb2aa9 · outbound

This paper cites BioNeRF: Biologically Plausible Neural Radiance Fields for View Synthesis.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning BioNeRF: Biologically Plausible Neural Radiance Fields for View Synthesis

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-11T16:41:08.751446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c80047a0-c2ab-4089-9d77-a2a32ca93d18 · outbound

This paper cites SpikingNeRF: Making Bio-inspired Neural Networks See through the Real World.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning SpikingNeRF: Making Bio-inspired Neural Networks See through the Real World

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T16:41:08.616993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83a958e4-3fbc-44ac-8b3a-61e7871f57c1 · outbound

This paper cites Spiking GS: Towards High-Accuracy and Low-Cost Surface Reconstruction via Spiking Neuron-based Gaussian Splatting.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Spiking GS: Towards High-Accuracy and Low-Cost Surface Reconstruction via Spiking Neuron-based Gaussian Splatting

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T16:41:08.621871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5a7cc73-c0a5-4b97-967d-53467d845684 · outbound

This paper cites Brain-inspired multilayer perceptron with spiking neurons,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Brain-inspired multilayer perceptron with spiking neurons,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:08.840978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ebb4c7db-0167-4fb3-b7d9-35058a8fdbca · outbound

This paper cites Large scale multi-view stereopsis evaluation,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Large scale multi-view stereopsis evaluation,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:08.824362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 25af6d84-6c2d-4f18-a727-fc4120daf2c0 · outbound

This paper cites Implicit geometric regularization for learning shapes,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Implicit geometric regularization for learning shapes,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:08.803607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c398fde6-9417-4b1a-bc89-ccd04fe3ffba · outbound

This paper cites NeRF++: Analyzing and Improving Neural Radiance Fields.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning NeRF++: Analyzing and Improving Neural Radiance Fields

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T16:41:08.640493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4492360b-9175-4c67-8301-a366780a2790 · outbound

This paper cites Neus2: Fast learning of neural implicit surfaces for multi-view reconstruction,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Neus2: Fast learning of neural implicit surfaces for multi-view reconstruction,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:08.780451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d7d9368a-e510-416b-a495-34e8ec1e5e57 · outbound

This paper cites Dex-NeRF: Using a neural radiance field to grasp transparent objects,.

Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning Dex-NeRF: Using a neural radiance field to grasp transparent objects,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:41:08.765017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation d93c7ed5-65f7-4893-a468-b205913d8f5b · inbound

Adaptive Time-step Training for Enhancing Spike-Based Neural Radiance Fields cites this paper.

Adaptive Time-step Training for Enhancing Spike-Based Neural Radiance Fields Sharpening Your Density Fields: Spiking Neuron Aided Fast Geometry Learning

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:15:56.295313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.