Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T20:38:56.008802Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 0 inbound Pith citation observations for arXiv:2508.10184.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T20:38:56.008802Z
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
A source-named dated measurement, never combined with another source.
Source: cited_works
3 of 3 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a72417c6-70bb-4948-bc0f-b8d33a50a052 · outbound
MIMOSA: Multi-parametric Imaging using Multiple-echoes with Optimized Simultaneous Acquisition for highly-efficient quantitative MRI However, existing meth- ods typically rely on gradient computations, making them computationally prohibitive for billion-parameter models and precluding batch parallelization
Reference 1
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 39807cd8-560e-4bb4-8a6a-b6a8b7545128 · outbound
MIMOSA: Multi-parametric Imaging using Multiple-echoes with Optimized Simultaneous Acquisition for highly-efficient quantitative MRI No- tably, this variability does not correlate with vali- dation loss, posing challenges for practical deploy- ment
Reference 7
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 cd627581-6b95-4dfc-b266-694d33ed074f · outbound
MIMOSA: Multi-parametric Imaging using Multiple-echoes with Optimized Simultaneous Acquisition for highly-efficient quantitative MRI For-Value: Efficient Forward-Only Data Valuation for finetuning LLMs and VLMs
Reference 2024
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.
No inbound Pith citation observations are available.