Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2211.08682.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-10T21:31:12.182086Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-18T23:51:55.032267Z
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 b3b5c208-fc20-47f6-80aa-9a26313d4274 · inbound
Towards Generalizable Trajectory Prediction Using Dual-Level Representation Learning And Adaptive Prompting Parameter-Efficient Tuning on Layer Normalization for Pre-trained Language Models
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00f33d86-742e-4667-b070-7e76f7bf14d0 · inbound
LLM4WM: Adapting LLM for Wireless Multi-Tasking Parameter-Efficient Tuning on Layer Normalization for Pre-trained Language Models
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f363bc3c-2a52-4938-bda6-f70391085617 · inbound
Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Parameter-Efficient Tuning on Layer Normalization for Pre-trained Language Models
Reference 122
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8919c296-60f7-4aba-9cb5-f5340d2015ae · inbound
Deepfake Detection that Generalizes Across Benchmarks Parameter-Efficient Tuning on Layer Normalization for Pre-trained Language Models
Reference 42
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 43b117eb-dd29-46f6-a6b6-5475cf2dbe5b · inbound
Exploiting Layer Normalization Fine-tuning in Visual Transformer Foundation Models for Classification Parameter-Efficient Tuning on Layer Normalization for Pre-trained Language Models
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f39940c-5313-47af-a1be-b82351c7d139 · inbound
The Alpha Blending Hypothesis: Compositing Shortcut in Deepfake Detection Parameter-Efficient Tuning on Layer Normalization for Pre-trained Language Models
Reference 35
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 ed97106a-f7cc-4c1b-983c-347f2da12998 · inbound
Robust Promptable Video Object Segmentation Parameter-Efficient Tuning on Layer Normalization for Pre-trained Language Models
Reference 36
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.