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Paper Citation Record · LEDGER

SoftReMish: A Novel Activation Function for Enhanced Convolutional Neural Networks for Visual Recognition Performance

As of 15 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 0 inbound Pith citation observations for arXiv:2507.06148.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.06148 v1

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:14:18.793474Z

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

3 of 3 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 68d0dc3c-55b4-4864-950f-1327c3810744 · outbound

This paper cites Mish: A Self Regularized Non-Monotonic Activation Function.

SoftReMish: A Novel Activation Function for Enhanced Convolutional Neural Networks for Visual Recognition Performance Mish: A Self Regularized Non-Monotonic Activation Function

Reference 2012

Resolution
unresolved
no resolver link, observed 2026-08-06T19:14:18.599866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:14:18.599866Z digest=sha256:349ad79a75416227b4ca64419d5f944fdf9d0917857d66e97ae9fc51b2d42700

Observation 125d51cd-1b63-4fef-ab5d-e6eb692f8dd5 · outbound

This paper cites Soft-Root-Sign Activation Function.

SoftReMish: A Novel Activation Function for Enhanced Convolutional Neural Networks for Visual Recognition Performance Soft-Root-Sign Activation Function

Reference 2020

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T19:14:19.054142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T19:14:18.681334Z digest=sha256:aff65fad9a96c92bb2734028e68376c9a3039b1f43ef878fea388342b409406a

Observation 74cba1fb-98b8-48b3-a49c-1b68a9e647f2 · outbound

This paper cites an unresolved cited work.

SoftReMish: A Novel Activation Function for Enhanced Convolutional Neural Networks for Visual Recognition Performance Unresolved cited work

Reference 2025

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:14:19.328191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T19:14:18.793474Z digest=sha256:99092968eb347e227d1cdd5401d63739b256dc20a9fc5aada8349eb34e9dea66

Pith citing papers

No inbound Pith citation observations are available.