Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2503.08497.
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
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:22:01.687392Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-20T22:09:07.148446Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation ecfbf6ab-a9c9-4145-bd9c-c0d718730f5d · inbound
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models MMRL: Multi-Modal Representation Learning for Vision-Language Models
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15eb4b1a-5330-4c04-a667-d81df7c6f61c · inbound
SemPT: Semantic Prompt Tuning for Vision-Language Models MMRL: Multi-Modal Representation Learning for Vision-Language Models
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 009d9ce6-a220-4a88-81e6-26b7f83fc497 · inbound
A$_3$B$_2$: Adaptive Asymmetric Adapter for Alleviating Branch Bias in Vision-Language Image Classification with Few-Shot Learning MMRL: Multi-Modal Representation Learning for Vision-Language Models
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f13b8949-a9b4-42c9-8c12-f77dfd1b20d3 · inbound
A$_3$B$_2$: Adaptive Asymmetric Adapter for Alleviating Branch Bias in Vision-Language Image Classification with Few-Shot Learning MMRL: Multi-Modal Representation Learning for Vision-Language Models
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.