Paper Citation Record · LEDGER

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling

As of 9 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2607.07083.

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

pith.paper-citation-record.v1
2607.07083 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-09T20:31:00.219376Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

19 of 19 outbound references displayed

verified exact6
verified fuzzy10
unresolved2
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a967dee9-bd00-498b-bf84-9509ca13cf5f · outbound

This paper cites Representing smooth functions as compositions of near-identity functions with implications for deep network optimization.

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling Representing smooth functions as compositions of near-identity functions with implications for deep network optimization

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-07-09T20:36:31.496648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 77a988e6-2d1a-4de8-a933-bb05d91c6b9b · outbound

This paper cites an unresolved cited work.

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-07-09T20:36:31.624298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b16ef77c-e04d-4972-8fe3-b7f9cd46b929 · outbound

This paper cites Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology Analysis.

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology Analysis

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-07-09T20:36:31.491356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0a64a76f-6993-4990-8fee-b4b2b4a84ed3 · outbound

This paper cites Deep probabilistic subsampling for task-adaptive compressed sensing.

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling Deep probabilistic subsampling for task-adaptive compressed sensing

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T20:36:31.629660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5c1a1cab-94e7-4950-a9e0-a8e6f99e036c · outbound

This paper cites Self-Supervised Deep Active Accelerated MRI.

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling Self-Supervised Deep Active Accelerated MRI

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-07-09T20:36:31.505072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1bee71b1-7126-439e-9367-4ff25ec563fc · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling Adam: A Method for Stochastic Optimization

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-07-09T20:36:31.496962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a2d2f6d4-5ba6-4a1f-a10b-a9807860db33 · outbound

This paper cites Photo-realistic sin- gle image super-resolution using a generative adversarial network.

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling Photo-realistic sin- gle image super-resolution using a generative adversarial network

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T20:36:31.627976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f5c09e18-ad47-4239-b50d-0a433c4bf0c6 · outbound

This paper cites Learning smooth neural functions via lipschitz regularization.

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling Learning smooth neural functions via lipschitz regularization

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T20:36:31.631690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6ebc246c-d2ca-4a45-b3d6-a43bf04d6327 · outbound

This paper cites Scalable learning-based sampling optimization for compressive dynamic mri.

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling Scalable learning-based sampling optimization for compressive dynamic mri

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T20:36:31.629955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 70c341fd-e461-44c4-895b-a2ea592d896a · outbound

This paper cites Learning to Scan: A Deep Reinforcement Learning Approach for Personalized Scanning in CT Imaging.

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling Learning to Scan: A Deep Reinforcement Learning Approach for Personalized Scanning in CT Imaging

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-07-09T20:36:31.493360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 19133725-24e8-41a5-9ccd-2429e4154f32 · outbound

This paper cites Joint learning of cartesian under sampling andre construction for accelerated mri.

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling Joint learning of cartesian under sampling andre construction for accelerated mri

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T20:36:31.635459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bb41fbd4-3821-4fdf-a9e1-39d9d372813a · outbound

This paper cites fastMRI: An Open Dataset and Benchmarks for Accelerated MRI.

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling fastMRI: An Open Dataset and Benchmarks for Accelerated MRI

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-07-09T20:36:31.499591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 955900c1-85d7-4302-a7b0-18aae232b92d · outbound

This paper cites Extending loupe for k-space under-sampling pattern optimization in multi- coil mri.

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling Extending loupe for k-space under-sampling pattern optimization in multi- coil mri

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T20:36:31.628270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 22bd8b04-7b0b-4bc7-ab5f-1fa3a38de3e9 · outbound

This paper cites Reducing uncertainty in undersampled mri reconstruction with active acquisition.

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling Reducing uncertainty in undersampled mri reconstruction with active acquisition

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T20:36:31.617344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 470831d1-a60e-4549-88e3-33c097382557 · outbound

This paper cites We provide a proof for the effect of DPS-top-1 sampling on the Lipschitzness of the loss.

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling We provide a proof for the effect of DPS-top-1 sampling on the Lipschitzness of the loss

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T20:36:31.619123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f93e0827-2cd2-45a8-941f-4bf8a24d2e37 · outbound

This paper cites Each layer is followed by batch normalization, a ReLU activation function, and a 2×2 max pooling operation.

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling Each layer is followed by batch normalization, a ReLU activation function, and a 2×2 max pooling operation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T20:36:31.633763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5a3160e1-4184-4658-82d4-a968f3f17e8f · outbound

This paper cites Each layer is followed by a ReLU activation function except for the final layer.

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling Each layer is followed by a ReLU activation function except for the final layer

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T20:36:31.620874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 12eb5dc9-89ff-4185-84a9-b9577b4cd867 · outbound

This paper cites an unresolved cited work.

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-07-09T20:36:31.633541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 29ac6f54-ad1a-417d-b91e-9a4dcb0c6b60 · outbound

This paper cites Table 7 shows that PA-DPS outperforms the baselines in almost all configurations, although the optimal configuration shifts slightly across sampling ratios.

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling Table 7 shows that PA-DPS outperforms the baselines in almost all configurations, although the optimal configuration shifts slightly across sampling ratios

Reference 19

Resolution: malformed identifier; arxiv_id, observed 2026-07-09T20:36:31.500795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.