Paper Citation Record · LEDGER

Tolerance-Aware Deep Optics

As of 14 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 4 inbound Pith citation observations for arXiv:2502.04719.

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

pith.paper-citation-record.v1
2502.04719 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:46:52.714383Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:51:21.773968Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T15:49:57.960828Z

Reference resolution

47 of 47 outbound references displayed

verified exact2
verified fuzzy40
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a877c25f-947b-4c8f-aa4a-46522373bd6a · outbound

This paper cites Ntire 2017 challenge on single image super-resolution: Dataset and study.

Tolerance-Aware Deep Optics Ntire 2017 challenge on single image super-resolution: Dataset and study

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:53.143292Z

Source-reported events for the cited work

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Observation f67506ca-c5fc-4a0f-9315-307bfdb8f367 · outbound

This paper cites Single-shot hyperspectral-depth imaging with learned diffractive optics.

Tolerance-Aware Deep Optics Single-shot hyperspectral-depth imaging with learned diffractive optics

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:53.133091Z

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Observation 725d9945-f053-46e9-8744-dd1962092943 · outbound

This paper cites PhoCoLens: Photorealistic and Consistent Reconstruction in Lensless Imaging.

Tolerance-Aware Deep Optics PhoCoLens: Photorealistic and Consistent Reconstruction in Lensless Imaging

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-08T21:46:52.770650Z

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Observation 38c04178-f5dd-4037-b7a2-4dc3e0c31c58 · outbound

This paper cites Thin on-sensor nanophotonic array cameras.

Tolerance-Aware Deep Optics Thin on-sensor nanophotonic array cameras

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:53.125442Z

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Observation b7d5b67b-f250-415f-b344-b3d96e4f62f2 · outbound

This paper cites An introduction to total variation for image analysis.Theoretical foundations and nu- merical methods for sparse recovery, 9(263-340):227, 2010.

Tolerance-Aware Deep Optics An introduction to total variation for image analysis.Theoretical foundations and nu- merical methods for sparse recovery, 9(263-340):227, 2010

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:53.115553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4f112b57-dbe9-45b5-8662-8dd873166e73 · outbound

This paper cites Deep optics for monocu- lar depth estimation and 3d object detection.

Tolerance-Aware Deep Optics Deep optics for monocu- lar depth estimation and 3d object detection

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:53.107636Z

Source-reported events for the cited work

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Observation c86c6e10-d427-45d3-80b6-961296e486c1 · outbound

This paper cites Extreme-quality computational imaging via degradation framework.

Tolerance-Aware Deep Optics Extreme-quality computational imaging via degradation framework

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:53.099093Z

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Observation 2925cabe-5572-4e0a-a6dd-67e36810f7de · outbound

This paper cites Optical aberrations correction in postprocess- ing using imaging simulation.

Tolerance-Aware Deep Optics Optical aberrations correction in postprocess- ing using imaging simulation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:53.090629Z

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Observation 0263030c-1bb3-4f70-8b83-10e2a43fe1d6 · outbound

This paper cites Computational optics for mobile terminals in mass production.

Tolerance-Aware Deep Optics Computational optics for mobile terminals in mass production

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:53.082418Z

Source-reported events for the cited work

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Observation aa8d5178-c882-4f76-b6df-7635cebe3984 · outbound

This paper cites The differentiable lens: Compound lens search over glass surfaces and materials for object detection.

Tolerance-Aware Deep Optics The differentiable lens: Compound lens search over glass surfaces and materials for object detection

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:53.073732Z

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Observation e8edb762-ec23-4418-b152-2d525ffbc544 · outbound

This paper cites Learned rotationally symmetric diffractive achromat for full-spectrum computa- tional imaging.

Tolerance-Aware Deep Optics Learned rotationally symmetric diffractive achromat for full-spectrum computa- tional imaging

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:53.065013Z

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Observation 0a50bb3f-8863-407c-b1d5-c29487ffc14c · outbound

This paper cites A Formal Evaluation of PSNR as Quality Measurement Parameter for Image Segmentation Algorithms.

Tolerance-Aware Deep Optics A Formal Evaluation of PSNR as Quality Measurement Parameter for Image Segmentation Algorithms

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T21:46:52.605874Z

Source-reported events for the cited work

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Observation 46cf5abc-04b0-4445-a167-62d0442f375f · outbound

This paper cites Statistical tolerancing for optics.

Tolerance-Aware Deep Optics Statistical tolerancing for optics

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:53.055929Z

Source-reported events for the cited work

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Observation d06ea5d7-0f5b-44b9-b3cf-e3cd94e36f21 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

Tolerance-Aware Deep Optics Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T21:46:52.611873Z

Source-reported events for the cited work

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Observation 8e54f9cf-e649-41c6-bbff-6b55c55dfa6a · outbound

This paper cites Depth estimation from a single image using deep learned phase coded mask.IEEE Transactions on Computational Imaging, 4(3):298–310, 2018.

Tolerance-Aware Deep Optics Depth estimation from a single image using deep learned phase coded mask.IEEE Transactions on Computational Imaging, 4(3):298–310, 2018

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:53.047459Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 70c3d535-4ee1-42e1-8e86-127c20441f4f · outbound

This paper cites Design and tolerance of a free- form optical system for an optical see-through multi-focal- plane display.

Tolerance-Aware Deep Optics Design and tolerance of a free- form optical system for an optical see-through multi-focal- plane display

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:53.038979Z

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Observation b6bce176-1c76-4ea0-8c08-314d40433571 · outbound

This paper cites Depth from defocus with learned optics for imaging and occlusion-aware depth esti- mation.

Tolerance-Aware Deep Optics Depth from defocus with learned optics for imaging and occlusion-aware depth esti- mation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:53.030213Z

Source-reported events for the cited work

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Observation 5ce9ba65-d4f0-438c-9192-56d5708ce387 · outbound

This paper cites Percep- tual losses for real-time style transfer and super-resolution.

Tolerance-Aware Deep Optics Percep- tual losses for real-time style transfer and super-resolution

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:53.022199Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 14b96673-acda-4ba2-a08b-24066d272531 · outbound

This paper cites Minimalist vision with freeform pixels.

Tolerance-Aware Deep Optics Minimalist vision with freeform pixels

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:53.013870Z

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Observation a632707f-c088-4f4c-9ecb-634ba273274c · outbound

This paper cites A realistic camera model for computer graphics.

Tolerance-Aware Deep Optics A realistic camera model for computer graphics

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:53.005588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 43bf505e-05de-4ebc-9df4-9f6ce64e3c4a · outbound

This paper cites Lens design.

Tolerance-Aware Deep Optics Lens design

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.997979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ff44c8ac-392c-4290-b41f-f899fd3efd84 · outbound

This paper cites Quantization-aware deep optics for diffractive snapshot hyperspectral imaging.

Tolerance-Aware Deep Optics Quantization-aware deep optics for diffractive snapshot hyperspectral imaging

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.990091Z

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Observation 9a29e6b6-4821-4523-96d9-60afba49b82f · outbound

This paper cites End-to-end learned single lens design using fast differentiable ray tracing.

Tolerance-Aware Deep Optics End-to-end learned single lens design using fast differentiable ray tracing

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.981487Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4e1fa7ca-2746-4ea4-b1a3-1d0977979a31 · outbound

This paper cites Optical design and tolerancing of freeform surfaces using anisotropic radial basis functions.

Tolerance-Aware Deep Optics Optical design and tolerancing of freeform surfaces using anisotropic radial basis functions

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.971838Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation be5148df-46a1-4888-8d53-85bce9a7ff00 · outbound

This paper cites Designing easily manufactured lenses us- ing a global method.

Tolerance-Aware Deep Optics Designing easily manufactured lenses us- ing a global method

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.962559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6cd9c95a-5aa8-40f3-bc4a-14f39c3b3871 · outbound

This paper cites Deep optics for single-shot high-dynamic- range imaging.

Tolerance-Aware Deep Optics Deep optics for single-shot high-dynamic- range imaging

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.953300Z

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Observation 87d39896-37c2-4cf4-8854-38aa59f99183 · outbound

This paper cites Description and tolerance analysis of freeform sur- face figure error using specific-probability-distributed gaus- sian radial basis functions.

Tolerance-Aware Deep Optics Description and tolerance analysis of freeform sur- face figure error using specific-probability-distributed gaus- sian radial basis functions

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.944745Z

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Observation 5792f223-de31-4aa2-a924-aceb4a9f4ae6 · outbound

This paper cites A new approach to the simulation of optical manufacturing processes.

Tolerance-Aware Deep Optics A new approach to the simulation of optical manufacturing processes

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.935627Z

Source-reported events for the cited work

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Observation 23a38886-6e29-4143-8991-f278adb0a307 · outbound

This paper cites Learned large field-of-view imaging with thin-plate optics.

Tolerance-Aware Deep Optics Learned large field-of-view imaging with thin-plate optics

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.926895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e3fb9933-e1a1-422f-b8da-101d325bd623 · outbound

This paper cites End-to-end optimization of optics and image processing for achromatic extended depth of field and super- resolution imaging.

Tolerance-Aware Deep Optics End-to-end optimization of optics and image processing for achromatic extended depth of field and super- resolution imaging

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.917879Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ae8f65ca-99ca-49e0-ba06-8c1a63eeaf5f · outbound

This paper cites End-to-end optimization of optics and image processing for achromatic extended depth of field and super- resolution imaging.

Tolerance-Aware Deep Optics End-to-end optimization of optics and image processing for achromatic extended depth of field and super- resolution imaging

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.908573Z

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Observation f097375f-bd2a-4fd1-816d-15a6d7f417af · outbound

This paper cites Learning rank-1 diffractive optics for single-shot high dynamic range imaging.

Tolerance-Aware Deep Optics Learning rank-1 diffractive optics for single-shot high dynamic range imaging

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.899206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f82dd5f3-9ce9-4fb4-ad56-b81286f1ff57 · outbound

This paper cites End-to-end complex lens design with differen- tiable ray tracing.

Tolerance-Aware Deep Optics End-to-end complex lens design with differen- tiable ray tracing

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.889800Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 173bdb1d-568b-447d-9ae0-dbc4c19b8eb5 · outbound

This paper cites Optical design tolerancing, 2015.

Tolerance-Aware Deep Optics Optical design tolerancing, 2015

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.880130Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c5b5a105-b102-4e6b-9ec4-2d212c7a5461 · outbound

This paper cites Neural nano-optics for high-quality thin lens imag- ing.

Tolerance-Aware Deep Optics Neural nano-optics for high-quality thin lens imag- ing

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.872007Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation decfc55d-ae58-4c0e-b157-5a5c514ccd99 · outbound

This paper cites Differentiable compound optics and processing pipeline op- timization for end-to-end camera design.

Tolerance-Aware Deep Optics Differentiable compound optics and processing pipeline op- timization for end-to-end camera design

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.863239Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d29a3c95-a1d7-40a9-b4b0-365ee4d57d35 · outbound

This paper cites do: A differ- entiable engine for deep lens design of computational imag- ing systems.

Tolerance-Aware Deep Optics do: A differ- entiable engine for deep lens design of computational imag- ing systems

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.853886Z

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Observation cd0a8808-f5bc-4b0f-91d6-bb8915d68411 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.

Tolerance-Aware Deep Optics Image quality assessment: from error visibility to structural similarity

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T21:46:52.686114Z

Source-reported events for the cited work

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Observation 7c72aeac-5673-43da-8ea9-f2411bc511e3 · outbound

This paper cites Inference in artifi- cial intelligence with deep optics and photonics.

Tolerance-Aware Deep Optics Inference in artifi- cial intelligence with deep optics and photonics

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.837700Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b3ec994f-66b9-40df-9023-a517dee9e509 · outbound

This paper cites Phase- cam3d—learning phase masks for passive single view depth estimation.

Tolerance-Aware Deep Optics Phase- cam3d—learning phase masks for passive single view depth estimation

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.828284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 48e10f60-8731-49d1-ac18-d8ac43f21dd8 · outbound

This paper cites Aberration-aware depth-from-focus.

Tolerance-Aware Deep Optics Aberration-aware depth-from-focus

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.818799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a8470756-59e6-4c05-b4a6-ff5a03ba1e64 · outbound

This paper cites Curriculum learning for ab initio deep learned refractive optics.

Tolerance-Aware Deep Optics Curriculum learning for ab initio deep learned refractive optics

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.810822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5e0d36da-0e73-4adf-804b-182488bf1ac7 · outbound

This paper cites Opticstudio, 2013.

Tolerance-Aware Deep Optics Opticstudio, 2013

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.802561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 53caaf5c-d33d-4229-ae9c-695a0de379e9 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

Tolerance-Aware Deep Optics The unreasonable effectiveness of deep features as a perceptual metric

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-08T21:46:52.704622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4c4f799-b873-4d0c-aa2a-58599e84ac72 · outbound

This paper cites Large depth-of-field ultra-compact micro- scope by progressive optimization and deep learning.Nature Communications, 14(1):4118, 2023.

Tolerance-Aware Deep Optics Large depth-of-field ultra-compact micro- scope by progressive optimization and deep learning.Nature Communications, 14(1):4118, 2023

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:46:52.789283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c03e4c5f-f790-4b5e-8c4b-c70b376d2c23 · outbound

This paper cites Neural Lithography: Close the Design-to-Manufacturing Gap in Computational Optics with a 'Real2Sim' Learned Photolithography Simulator.

Tolerance-Aware Deep Optics Neural Lithography: Close the Design-to-Manufacturing Gap in Computational Optics with a 'Real2Sim' Learned Photolithography Simulator

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-08-08T21:46:52.743346Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a872ab69-2dc9-4f95-9fd5-63e15d115f3b · outbound

This paper cites Optical degradation correction of manufacturing-perturbed glass-plastic hybrid lens systems via a joint hardware- software optimization framework.

Tolerance-Aware Deep Optics Optical degradation correction of manufacturing-perturbed glass-plastic hybrid lens systems via a joint hardware- software optimization framework

Reference 47

Resolution: malformed identifier; raw_fallback, observed 2026-08-08T21:46:52.779563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation 520b42a7-b08a-47a5-b154-bf2c30505681 · inbound

Deep Learning for Optical Misalignment Diagnostics in Multi-Lens Imaging Systems cites this paper.

Deep Learning for Optical Misalignment Diagnostics in Multi-Lens Imaging Systems Tolerance-Aware Deep Optics

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T21:51:21.773968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4751413d-d7fc-481d-9110-4b965e69acb1 · inbound

Low Latency Gaze Tracking via Latent Optical Sensing cites this paper.

Low Latency Gaze Tracking via Latent Optical Sensing Tolerance-Aware Deep Optics

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T12:33:16.896258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 84acb7e4-5e0c-4c79-80fa-570959d85685 · inbound

A Residual-Subspace Constraint Framework for Fourier Ptychographic Microscopy cites this paper.

A Residual-Subspace Constraint Framework for Fourier Ptychographic Microscopy Tolerance-Aware Deep Optics

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-22T03:51:01.749875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cc74ca86-2e90-410b-bcef-95963ef3950f · inbound

Beyond Bayer: Task-Optimal Sensor Co-Design for Robust Autonomous-Driving Segmentation cites this paper.

Beyond Bayer: Task-Optimal Sensor Co-Design for Robust Autonomous-Driving Segmentation Tolerance-Aware Deep Optics

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T15:49:57.962177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.