Paper Citation Record · LEDGER

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems

As of 20 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2509.14394.

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

pith.paper-citation-record.v1
2509.14394 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-18T15:49:45.259466Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T08:59:29.496210Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-10T09:03:25.433201Z

Reference resolution

41 of 41 outbound references displayed

verified exact1
verified fuzzy38
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b5840c8b-f8e4-44ec-b8f5-9a5d50029c5f · outbound

This paper cites Linear inverse problems with discrete data. i. general formulation and singular system analysis.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Linear inverse problems with discrete data. i. general formulation and singular system analysis

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.806076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6b560c12-893c-44a2-9740-704709bc171e · outbound

This paper cites Learning point spread function invertibility assessment for image deconvolution.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Learning point spread function invertibility assessment for image deconvolution

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.798022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation aa6684a3-ea05-41a0-a9c0-7c67b3aeddeb · outbound

This paper cites Gunturk and X.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Gunturk and X

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.794487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation be0b34c1-2a9d-4c1e-bc65-cd12b0220519 · outbound

This paper cites Image super-resolution via sparse representation.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Image super-resolution via sparse representation

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.790992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bd9cd88b-043e-4322-a67b-c4b385b5dd3f · outbound

This paper cites An introduction to compressive sampling.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems An introduction to compressive sampling

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.787214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4a719646-9897-47ea-9537-c3c56de9f390 · outbound

This paper cites Compressed sensing mri.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Compressed sensing mri

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.784141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation af5f3542-740c-45f4-86e6-320a07629bdf · outbound

This paper cites Iterative reconstruction techniques for computed tomography part 1: technical principles.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Iterative reconstruction techniques for computed tomography part 1: technical principles

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.780781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e76a522d-119d-4ba8-8150-8b12f1e1060e · outbound

This paper cites Deep learning techniques for inverse problems in imaging.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Deep learning techniques for inverse problems in imaging

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.777614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ecc9bbfe-6aef-4176-bdb4-08ca95d17a8e · outbound

This paper cites Deep learning methods for solving linear inverse problems: Research directions and paradigms.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Deep learning methods for solving linear inverse problems: Research directions and paradigms

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.773727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e0e4a9e7-73b1-4b9e-9371-6371cdc390eb · outbound

This paper cites Bertero, P.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Bertero, P

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.769105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d2e6c19d-90b7-4744-958c-ccfed4d22312 · outbound

This paper cites Algorithm unrolling: Interpretable, efficient deep learning for signal and image processing.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Algorithm unrolling: Interpretable, efficient deep learning for signal and image processing

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.766231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 46befa0d-c96e-4115-891c-4506d85a3964 · outbound

This paper cites Learning fast approximations of sparse coding.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Learning fast approximations of sparse coding

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.763104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 84cd64ef-ddc6-46ea-a5d3-087fcf701224 · outbound

This paper cites Deep generalized unfolding networks for image restoration.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Deep generalized unfolding networks for image restoration

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.760331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b1e77127-8463-40d2-997a-80d04ddd1698 · outbound

This paper cites Modl: Model-based deep learning architecture for inverse problems.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Modl: Model-based deep learning architecture for inverse problems

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.756981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b5942d19-3837-47ee-9a93-6456c4aeec98 · outbound

This paper cites Hyperspectral image reconstruction using a deep spatial-spectral prior.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Hyperspectral image reconstruction using a deep spatial-spectral prior

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.753983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1ee45c80-2f2f-4198-8920-40fbde18985a · outbound

This paper cites Graph-based algorithm unfolding for energy-aware power allocation in wireless networks.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Graph-based algorithm unfolding for energy-aware power allocation in wireless networks

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.751593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1bc766d3-7e95-426f-b3fe-55c1a11bdbc7 · outbound

This paper cites Unfolding-aided bootstrapped phase retrieval in optical imaging: Explainable ai reveals new imaging frontiers.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Unfolding-aided bootstrapped phase retrieval in optical imaging: Explainable ai reveals new imaging frontiers

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.748800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8cc71b51-0e84-496e-bd1d-fd1e1103f22c · outbound

This paper cites Learning to optimize: A primer and a benchmark.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Learning to optimize: A primer and a benchmark

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.744402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9290ff3f-dda4-470c-a072-b0c64f16d8d4 · outbound

This paper cites an unresolved cited work.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-05-18T15:52:43.741051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2b130272-85b2-4a7c-80a7-5f2bdbda610e · outbound

This paper cites Curriculum learning.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Curriculum learning

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.737607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b194235b-f95d-453f-8442-93bb45197dd8 · outbound

This paper cites Progressive growing of gans for improved quality, stability, and variation.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Progressive growing of gans for improved quality, stability, and variation

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.734529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7063d65f-eb63-4448-8ac6-afb54969dec4 · outbound

This paper cites Learned primal-dual reconstruction.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Learned primal-dual reconstruction

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.730082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 09eb5a90-7d27-4cf6-9472-9f053074481f · outbound

This paper cites A simple homotopy algorithm for compressive sensing.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems A simple homotopy algorithm for compressive sensing

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.802180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e24c3551-f079-4645-88f1-9b1104ddaf18 · outbound

This paper cites Homotopy methods based on l {0}-norm for compressed sensing.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Homotopy methods based on l {0}-norm for compressed sensing

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.726817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6b3a1132-b006-4bc8-a787-8839e592c407 · outbound

This paper cites Hompinns: homotopy physics-informed neural networks for solving the inverse problems of nonlinear differential equations with multiple solutions.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Hompinns: homotopy physics-informed neural networks for solving the inverse problems of nonlinear differential equations with multiple solutions

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.723517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4bcc5583-ecaf-447f-abc5-a220f9bfffb2 · outbound

This paper cites Deep equilibrium architectures for inverse problems in imaging.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Deep equilibrium architectures for inverse problems in imaging

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.719393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2e1bfdf5-e186-4998-b831-b594266082e9 · outbound

This paper cites A fast iterative shrinkage-thresholding algorithm for linear inverse problems.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems A fast iterative shrinkage-thresholding algorithm for linear inverse problems

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.715885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7e01b693-64a8-4980-84e0-93da3c4f700c · outbound

This paper cites Learning regularization parameter-maps for variational image reconstruction using deep neural networks and algorithm unrolling.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Learning regularization parameter-maps for variational image reconstruction using deep neural networks and algorithm unrolling

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.712146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dbad7f58-dc18-4cd8-90b1-4dc471983cc6 · outbound

This paper cites Theoretical perspectives on deep learning methods in inverse problems.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Theoretical perspectives on deep learning methods in inverse problems

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.708925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b7c57526-edda-41b2-926e-6b7777212531 · outbound

This paper cites Deep learning face attributes in the wild.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Deep learning face attributes in the wild

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.705653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1d6b3d9a-b215-4d78-bab0-f974ad7bd4b9 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Adam: A Method for Stochastic Optimization

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-05-18T15:51:33.939037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d8659b82-5bef-4d1d-abf5-898db19f1e47 · outbound

This paper cites Focal frequency loss for image reconstruction and synthesis.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Focal frequency loss for image reconstruction and synthesis

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.702061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 59ef37a7-8bf7-4f80-bb38-e9b686919a96 · outbound

This paper cites Loss functions for image restoration with neural networks.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Loss functions for image restoration with neural networks

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.698442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 531e2410-5c4c-49b0-8fcf-7762e7edf7e5 · outbound

This paper cites Computational Optical Learning Library.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Computational Optical Learning Library

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.695535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5a576232-1ef7-4fcc-ad57-ecaf95965b5b · outbound

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

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems U-net: Convolutional networks for biomedical image segmentation

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.691907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 881e5ded-b02b-47c4-b6f6-398803296e6f · outbound

This paper cites Single-pixel phase imaging by fourier spectrum sampling.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Single-pixel phase imaging by fourier spectrum sampling

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.688156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dc786859-f109-4ecf-ba46-edf65a6fc3c3 · outbound

This paper cites Single-pixel imaging via compressive sampling.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Single-pixel imaging via compressive sampling

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.683567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 721e12d9-ef90-4a7b-92b7-5f3a200fe03f · outbound

This paper cites Hadamard row-wise generation algorithm.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Hadamard row-wise generation algorithm

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.677131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bd3f2345-15e1-4088-a31a-0ac81141749a · outbound

This paper cites Plug-and-play methods for integrating physical and learned models in computational imaging: Theory, algorithms, and applications.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Plug-and-play methods for integrating physical and learned models in computational imaging: Theory, algorithms, and applications

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.672934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 527df4c0-e87b-4709-9ef9-d6633ee277ad · outbound

This paper cites Plug-and-play image restoration with deep denoiser prior.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems Plug-and-play image restoration with deep denoiser prior

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T15:52:43.668926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 45237e88-59e8-415b-9c02-f9a3a84572f8 · outbound

This paper cites DeepInverse: A Python package for solving imaging inverse problems with deep learning.

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems DeepInverse: A Python package for solving imaging inverse problems with deep learning

Reference 41

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T15:51:33.944345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation b3abe6fa-2480-4a8d-8f7b-fee9263577eb · inbound

Discovery of unobservable parameters via physical embedding cites this paper.

Discovery of unobservable parameters via physical embedding UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-05-10T09:03:25.435252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.