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Paper Citation Record · LEDGER

Variational Autoencoders: A Hands-Off Approach to Volatility

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2102.03945.

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

pith.paper-citation-record.v1
2102.03945 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:24:18.891147Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T12:19:16.017209Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a91f972b-e57f-4bcb-beff-0378295f2db9 · inbound

Controllable Generation of Implied Volatility Surfaces with Variational Autoencoders cites this paper.

Controllable Generation of Implied Volatility Surfaces with Variational Autoencoders Variational Autoencoders: A Hands-Off Approach to Volatility

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-08-05T12:19:16.021701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T12:19:15.866531Z digest=sha256:0b7f169bd80812f233559f5c3e50238efd23c555ae9786c13f12bbb5b9074491

Observation 0ad914ad-6760-4987-bfeb-996390c43da2 · inbound

Deep Learning Option Pricing with Market Implied Volatility Surfaces cites this paper.

Deep Learning Option Pricing with Market Implied Volatility Surfaces Variational Autoencoders: A Hands-Off Approach to Volatility

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T16:24:18.891147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T16:24:18.891147Z digest=sha256:afc9c9cdce6e12437019b4cfe3c14fa2ea86c2a1d874b2831d8b786e434ff5b9