Paper Citation Record · LEDGER

Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2312.09196.

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

pith.paper-citation-record.v1
2312.09196 v4

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 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:43:53.790544Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T20:41:11.989535Z

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 dbf7bf68-6215-43ff-958a-3430cb4ec809 · inbound

Towards High Supervised Learning Utility Training Data Generation: Data Pruning and Column Reordering cites this paper.

Towards High Supervised Learning Utility Training Data Generation: Data Pruning and Column Reordering Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T17:43:53.790544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce417b8c-23ee-4b1f-8f5c-16da0c1d9a54 · inbound

Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs cites this paper.

Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T12:47:44.173569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5106de75-9452-4c65-9338-38f2a7f18fc1 · inbound

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance cites this paper.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T14:30:58.160879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22c46763-f04d-4868-a5ae-786e5428f638 · inbound

An Analysis of Active Learning Algorithms using Real-World Crowd-sourced Text Annotations cites this paper.

An Analysis of Active Learning Algorithms using Real-World Crowd-sourced Text Annotations Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:41:11.997010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.