Paper Citation Record · LEDGER

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction

As of 23 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 2 inbound Pith citation observations for arXiv:2505.01755.

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

pith.paper-citation-record.v1
2505.01755 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:16:04.266112Z

measured 33 of 33 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:22:01.730605Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T22:22:01.919275Z

Reference resolution

31 of 31 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation da96689a-7b09-4890-9c66-f1d7ca01cfb1 · outbound

This paper cites Diffusercam: lensless single-exposure 3d imaging.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Diffusercam: lensless single-exposure 3d imaging

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:05.317227Z

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Observation e65dba38-9923-4781-aa66-72e36ae180bd · outbound

This paper cites Cross-view geo-localization via learning correspondence semantic similarity knowledge.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Cross-view geo-localization via learning correspondence semantic similarity knowledge

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:05.081085Z

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Observation 3f6a88b6-ee5c-4a39-b474-777804b409ef · outbound

This paper cites Iman: An adaptive network for robust npc mortality prediction with missing modalities.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Iman: An adaptive network for robust npc mortality prediction with missing modalities

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:04.976712Z

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Observation 65307288-36a9-4a75-80f9-7406254be158 · outbound

This paper cites Towards photorealistic reconstruction of highly multiplexed lensless images.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Towards photorealistic reconstruction of highly multiplexed lensless images

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:04.941046Z

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Observation d30de6f9-64b6-4982-bc47-c76d4a0c7bba · outbound

This paper cites Unrolled primal- dual networks for lensless cameras.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Unrolled primal- dual networks for lensless cameras

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:04.881566Z

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Observation ae934e0e-59df-47b8-a925-fea644f4e4c8 · outbound

This paper cites Depth- aware test-time training for zero-shot video object seg- mentation.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Depth- aware test-time training for zero-shot video object seg- mentation

Reference 17

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Observation ac43dbe0-4c99-4a05-83f9-a0c74444606f · outbound

This paper cites Devi- gnet: High-resolution vignetting removal via a dual aggre- gated fusion transformer with adaptive channel expansion.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Devi- gnet: High-resolution vignetting removal via a dual aggre- gated fusion transformer with adaptive channel expansion

Reference 18

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Observation b187c886-d60f-4a12-8df6-1e570f2445ff · outbound

This paper cites Learned reconstructions for practical mask-based lensless imaging.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Learned reconstructions for practical mask-based lensless imaging

Reference 19

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Observation a758ab9c-3a43-4e22-9c43-f82a00407fa3 · outbound

This paper cites Introductory lectures on convex programming volume i: Basic course.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Introductory lectures on convex programming volume i: Basic course

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:04.674694Z

Source-reported events for the cited work

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Observation d93933a7-aa48-4a35-8a97-4aa0ca7066b4 · outbound

This paper cites Robust lensless image reconstruction via psf estimation.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Robust lensless image reconstruction via psf estimation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:04.614258Z

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Observation 9578e2be-1cbd-49d1-a60f-db25c68e1b43 · outbound

This paper cites Extrapolation, interpola- tion, and smoothing of stationary time series: with engi- neering applications.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Extrapolation, interpola- tion, and smoothing of stationary time series: with engi- neering applications

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:04.480952Z

Source-reported events for the cited work

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Observation 59fe1d40-38d9-48d9-b6bb-d880cd4e9740 · outbound

This paper cites Swift Sampler: Efficient Learning of Sampler by 10 Parameters.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Swift Sampler: Efficient Learning of Sampler by 10 Parameters

Reference 28

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Observation 07a264ee-81f1-4a4b-8be6-101b9f7a39f6 · outbound

This paper cites Robust reconstruction with deep learning to handle model mismatch in lensless imaging.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Robust reconstruction with deep learning to handle model mismatch in lensless imaging

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:04.431528Z

Source-reported events for the cited work

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Observation 7ba97297-fb34-42eb-8145-0098baaa1400 · outbound

This paper cites Smaformer: Synergistic multi- attention transformer for medical image segmentation.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Smaformer: Synergistic multi- attention transformer for medical image segmentation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:04.406510Z

Source-reported events for the cited work

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Observation 6a46ffd5-db07-4b43-9137-d940db1b7438 · outbound

This paper cites Docdeshadower: Frequency-aware transformer for document shadow removal.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Docdeshadower: Frequency-aware transformer for document shadow removal

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:04.373604Z

Source-reported events for the cited work

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Observation fa2b5329-ad46-4869-8788-1c938be6ebc4 · outbound

This paper cites Tcia: A transformer-cnn model with illumination adaptation for enhancing cell im- age saliency and contrast.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Tcia: A transformer-cnn model with illumination adaptation for enhancing cell im- age saliency and contrast

Reference 1949

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:04.456478Z

Source-reported events for the cited work

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Observation 4def5827-c23c-4b21-8547-625c3e54a79d · outbound

This paper cites Harmonicnerf: Geometry- informed synthetic view augmentation for 3d scene re- construction in driving scenarios.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Harmonicnerf: Geometry- informed synthetic view augmentation for 3d scene re- construction in driving scenarios

Reference 1998

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:04.648318Z

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Observation f6520dd8-ef8a-4afa-bf66-f8f06f4b8a1f · outbound

This paper cites An admm algorithm for a class of total variation regularized estimation problems.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction An admm algorithm for a class of total variation regularized estimation problems

Reference 2001

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:04.549805Z

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Observation 14a5efd2-af45-471b-b950-f219c31d864e · outbound

This paper cites Dual-hybrid at- tention network for specular highlight removal.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Dual-hybrid at- tention network for specular highlight removal

Reference 2005

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:05.016071Z

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.

Observation 4bd50484-d0d2-4f5f-8052-4b2046da5058 · outbound

This paper cites Phlatcam: Designed phase-mask based thin lensless cam- era.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Phlatcam: Designed phase-mask based thin lensless cam- era

Reference 2009

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:05.224327Z

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

Observation b1ac4228-7267-427b-9c81-405110ea1086 · outbound

This paper cites Phocolens: Pho- torealistic and consistent reconstruction in lensless imag- ing.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Phocolens: Pho- torealistic and consistent reconstruction in lensless imag- ing

Reference 2011

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:05.161401Z

Source-reported events for the cited work

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Observation 6cef2141-0923-456d-82ec-94f47c82c5dd · outbound

This paper cites Global convergence of admm in nonconvex nonsmooth optimization.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Global convergence of admm in nonconvex nonsmooth optimization

Reference 2012

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:04.510760Z

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Observation f4e9c313-0095-4931-b955-17794b3687e5 · outbound

This paper cites Flatcam: Thin, lensless cameras using coded aperture and computation.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Flatcam: Thin, lensless cameras using coded aperture and computation

Reference 2015

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:05.253012Z

Source-reported events for the cited work

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Observation 26c9df25-c63b-4cba-a492-02036da24982 · outbound

This paper cites Flatcam: Replacing lenses with masks and computation.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Flatcam: Replacing lenses with masks and computation

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:05.283220Z

Source-reported events for the cited work

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Observation fb53c1ab-69be-49ce-a8f3-fadbb5f7f113 · outbound

This paper cites Flatnet: Towards photorealistic scene reconstruc- tion from lensless measurements.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Flatnet: Towards photorealistic scene reconstruc- tion from lensless measurements

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:04.908235Z

Source-reported events for the cited work

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Observation ea16b84d-d23e-4d61-be28-5d6d3e3eae2c · outbound

This paper cites Distributed op- timization and statistical learning via the alternating direc- tion method of multipliers.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Distributed op- timization and statistical learning via the alternating direc- tion method of multipliers

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:05.190467Z

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.

Observation f40831e7-eea6-4179-9ec0-a3299a84dc80 · outbound

This paper cites Thin observation module by bound op- tics (tombo): concept and experimental verification.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Thin observation module by bound op- tics (tombo): concept and experimental verification

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:04.582684Z

Source-reported events for the cited work

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Observation 853eacad-c60e-454e-83df-b4b5d7ba59b3 · outbound

This paper cites Accelerated proximal gradient methods for nonconvex programming.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Accelerated proximal gradient methods for nonconvex programming

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:04.848510Z

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.

Observation 64dc603c-0a4d-4bed-8070-b59d85e3aca1 · outbound

This paper cites Medprompt: Cross-modal prompting for multi-task medical image translation.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Medprompt: Cross-modal prompting for multi-task medical image translation

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:05.104434Z

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.

Observation 6a920fd8-094e-4a3c-b06f-4c79e754c3b6 · outbound

This paper cites Brain diffuser: An end-to-end brain image to brain network pipeline.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Brain diffuser: An end-to-end brain image to brain network pipeline

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:05.133022Z

Source-reported events for the cited work

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Observation 6b6c00b8-0662-487b-b5bf-9f9e0fc34e99 · outbound

This paper cites Introduction to Fourier optics.

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction Introduction to Fourier optics

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:05.059988Z

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.

Pith citing papers

Observation 5e56089d-2aa5-48ad-bf94-f3d4e36c1bc6 · inbound

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance cites this paper.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:22:01.923656Z

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.

Observation 3cbd5da9-5592-4c6c-a836-b06ba2104f5d · inbound

Integrated Forward-Inverse Network for Lensless Image Reconstruction cites this paper.

Integrated Forward-Inverse Network for Lensless Image Reconstruction LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T16:30:23.146091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.