Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
A Comparative Survey of Deep Active Learning
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2203.13450.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:52:49.853983Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T23:49:02.681916Z
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 ec65dc95-e49e-4e92-8c58-73412ad08dc0 · inbound
Generalized Category Discovery in Event-Centric Contexts: Latent Pattern Mining with LLMs cites this paper.
Generalized Category Discovery in Event-Centric Contexts: Latent Pattern Mining with LLMs A Comparative Survey of Deep Active Learning
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:52:49.853983Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dcd31108-fb5a-4f79-b8dc-3e8885b2068d · inbound
TAPS : Frustratingly Simple Test Time Active Learning for VLMs cites this paper.
TAPS : Frustratingly Simple Test Time Active Learning for VLMs A Comparative Survey of Deep Active Learning
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T13:58:14.983531Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cdec86e-5a53-45fa-a0c4-845d88f4a814 · inbound
ALScope: A Unified Toolkit for Deep Active Learning cites this paper.
ALScope: A Unified Toolkit for Deep Active Learning A Comparative Survey of Deep Active Learning
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:45:07.507430Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b8815ab-332c-4f60-9dc4-71b7be4a66c0 · inbound
Combining Discrepancy-Confusion Uncertainty and Calibration Diversity for Active Fine-Grained Image Classification cites this paper.
Combining Discrepancy-Confusion Uncertainty and Calibration Diversity for Active Fine-Grained Image Classification A Comparative Survey of Deep Active Learning
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T14:42:48.064775Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56852673-b22f-4492-8b0c-a3b7ad42ae77 · inbound
Scaling-Aware Data Selection for End-to-End Autonomous Driving Systems cites this paper.
Scaling-Aware Data Selection for End-to-End Autonomous Driving Systems A Comparative Survey of Deep Active Learning
Reference 59
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T06:56:02.438365Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2d546960-9994-4849-b557-c1f6c302bdaa · inbound
POCA: Pareto-Optimal Curriculum Alignment for Visual Text Generation cites this paper.
POCA: Pareto-Optimal Curriculum Alignment for Visual Text Generation A Comparative Survey of Deep Active Learning
Reference 47
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T21:41:15.362124Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9b4936d0-4b3b-4530-a8f6-16b03b9f71f0 · inbound
From Model Uncertainty to Human Attention: Localization-Aware Visual Cues for Scalable Annotation Review cites this paper.
From Model Uncertainty to Human Attention: Localization-Aware Visual Cues for Scalable Annotation Review A Comparative Survey of Deep Active Learning
Reference 67
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T04:02:13.415826Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9588bd0e-48e4-40a4-8aac-63b2ea6431c4 · inbound
CRAFT: Cost-aware Refinement And Front-aware Tuning of Prompts cites this paper.
CRAFT: Cost-aware Refinement And Front-aware Tuning of Prompts A Comparative Survey of Deep Active Learning
Reference 183
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T07:46:46.374170Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9b6bd446-3d06-4de5-88bc-a1015a69201a · inbound
From Bounding Boxes to Visual Reasoning: An On-Policy Data Annotation Tool for Vision-Language Models cites this paper.
From Bounding Boxes to Visual Reasoning: An On-Policy Data Annotation Tool for Vision-Language Models A Comparative Survey of Deep Active Learning
Reference 5
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T23:49:02.683571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 19cb78b2-280b-43dc-baa0-fe635ace0142 · inbound
How Many Labels Are Enough? ALDA: Active Learning Deployment Advisor for Medical Image Classification cites this paper.
How Many Labels Are Enough? ALDA: Active Learning Deployment Advisor for Medical Image Classification A Comparative Survey of Deep Active Learning
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:44:51.725028Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.