Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T20:53:40.947400Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 0 inbound Pith citation observations for arXiv:2508.09824.
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 2026-08-05T20:53:40.947400Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
8 of 8 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5d64085d-8e4a-4ebf-9b0f-6a939f8cf964 · outbound
Reverse Convolution and Its Applications to Image Restoration By Bernstein-type bounds for sub-exponential random variables, when d = Ω p log(1/δ) , we have: ∥W(0) V ∥2 F ≤ 2d2σ2 1, with probability at least 1 − δ/8
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9b8c1007-ece6-4e5f-bd28-1ffd1921598a · outbound
Reverse Convolution and Its Applications to Image Restoration A Theoretical Analysis of Self-Supervised Learning for Vision Transformers
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef84f625-daf7-4a28-82d6-89de4b951014 · outbound
Reverse Convolution and Its Applications to Image Restoration On the Training Convergence of Transformers for In-Context Classification of Gaussian Mixtures
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f45318f3-cef2-4aad-b3b3-bd89673c894c · outbound
Reverse Convolution and Its Applications to Image Restoration Pretraining Data Mixtures Enable Narrow Model Selection Capabilities in Transformer Models
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa3b18c5-23ec-47e6-9973-0621f72de720 · outbound
Reverse Convolution and Its Applications to Image Restoration Understanding Fact Recall in Language Models: Why Two-Stage Training Encourages Memorization but Mixed Training Teaches Knowledge
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f5ffd7a-a322-47bd-b67d-71c90cd8b620 · outbound
Reverse Convolution and Its Applications to Image Restoration ≥ ˆC1(C1 ηqV t σ2 1dM 2K − r 2 log(8(2K + K�)2 δ )/(M d1/2))
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3ea896e1-f4bb-40a8-a80d-23e90364950e · outbound
Reverse Convolution and Its Applications to Image Restoration Pan, J., Gao, T., Chen, H., and Chen, D
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 466a20d3-6ad1-4449-b0ca-3a604359ad00 · outbound
Reverse Convolution and Its Applications to Image Restoration Bai, Y ., Chen, F., Wang, H., Xiong, C., and Mei, S
Reference 2025
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.