Paper Citation Record · LEDGER

A Comprehensive Review on Deep Supervision: Theories and Applications

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2207.02376.

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

pith.paper-citation-record.v1
2207.02376 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:35:15.874330Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T06:49:37.590581Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9b6f45f6-6ae1-4c99-b7e5-3acd1c70cb5f · inbound

Multi-Head Explainer: A General Framework to Improve Explainability in CNNs and Transformers cites this paper.

Multi-Head Explainer: A General Framework to Improve Explainability in CNNs and Transformers A Comprehensive Review on Deep Supervision: Theories and Applications

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-10T22:35:15.874330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d568a89c-21c8-4bfd-b908-160a1a1e7d0d · inbound

Supervised Extraction of the Thermal Sunyaev$-$Zel'dovich Effect with a Three-Dimensional Convolutional Neural Network cites this paper.

Supervised Extraction of the Thermal Sunyaev$-$Zel'dovich Effect with a Three-Dimensional Convolutional Neural Network A Comprehensive Review on Deep Supervision: Theories and Applications

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T16:50:25.318617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d6a710d-cd7f-4944-b38e-16ecba48442f · inbound

OmniISR: A Unified Framework for Centralized and Federated Learning via Intermediate Supervision and Regularization cites this paper.

OmniISR: A Unified Framework for Centralized and Federated Learning via Intermediate Supervision and Regularization A Comprehensive Review on Deep Supervision: Theories and Applications

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-21T08:44:04.663439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6b60debb-9d6b-46c6-b65f-19962cf9250b · inbound

From Gradient Clipping to Structural Refinement: Improving DPSGD for Medical Image Segmentation cites this paper.

From Gradient Clipping to Structural Refinement: Improving DPSGD for Medical Image Segmentation A Comprehensive Review on Deep Supervision: Theories and Applications

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T06:49:37.592148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.