Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Ranger21: a synergistic deep learning optimizer
As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2106.13731.
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 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T12:22:05.187688Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T05:49:36.837129Z
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 26cc621a-3324-4918-838a-16d5867ea88e · inbound
Relative Age Estimation Using Face Images cites this paper.
Relative Age Estimation Using Face Images Ranger21: a synergistic deep learning optimizer
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T21:17:28.787929Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f79a29e-a5d5-496f-8df3-33f81ee0cad7 · inbound
Pose and Facial Expression Transfer by using StyleGAN cites this paper.
Pose and Facial Expression Transfer by using StyleGAN Ranger21: a synergistic deep learning optimizer
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:22:05.187688Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e4f294a-5d8d-4cab-a6d6-faeb9a94718c · inbound
Pre-Training LLMs on a budget: A comparison of three optimizers cites this paper.
Pre-Training LLMs on a budget: A comparison of three optimizers Ranger21: a synergistic deep learning optimizer
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:22:23.166969Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0411ea84-6ef4-4b06-bcf1-20022ddb5518 · inbound
PanoSAMic: Panoramic Image Segmentation from SAM Feature Encoding and Dual View Fusion cites this paper.
PanoSAMic: Panoramic Image Segmentation from SAM Feature Encoding and Dual View Fusion Ranger21: a synergistic deep learning optimizer
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T14:48:00.831204Z
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 adf1784b-31d7-414f-a39c-a442e9419eca · inbound
Dataset-Aware Cold-Start Active Learning for Annotation-Efficient 3D Medical Image Segmentation cites this paper.
Dataset-Aware Cold-Start Active Learning for Annotation-Efficient 3D Medical Image Segmentation Ranger21: a synergistic deep learning optimizer
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T05:49:36.839304Z
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 530a35f7-d048-4f20-857c-b9fe4b85d784 · inbound
OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers cites this paper.
OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers Ranger21: a synergistic deep learning optimizer
Reference 115
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T22:10:49.683444Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.