Paper Citation Record · LEDGER

Improved Contrastive Divergence Training of Energy Based Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2012.01316.

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

pith.paper-citation-record.v1
2012.01316 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:42:32.583167Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T08:21:25.949197Z

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 4b3b9699-2254-443f-ac51-421dff239c63 · inbound

Energy-Based Transformers are Scalable Learners and Thinkers cites this paper.

Energy-Based Transformers are Scalable Learners and Thinkers Improved Contrastive Divergence Training of Energy Based Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T20:42:32.583167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68e91783-77aa-429f-8935-6eb215260fcd · inbound

Revisiting Transformer Layer Parameterization Through Causal Energy Minimization cites this paper.

Revisiting Transformer Layer Parameterization Through Causal Energy Minimization Improved Contrastive Divergence Training of Energy Based Models

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:45:59.221898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 414a8b5a-6ceb-4878-bf22-6eb91f07ee7e · inbound

Energy-based models for diagnostic reconstruction and analysis in a laboratory plasma device cites this paper.

Energy-based models for diagnostic reconstruction and analysis in a laboratory plasma device Improved Contrastive Divergence Training of Energy Based Models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:21:25.951913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f3772a58-b23a-4a06-971c-aa3551129333 · inbound

ReFP-AD: Rectified Flow Preconditioning for Energy-Based Anomaly Detection cites this paper.

ReFP-AD: Rectified Flow Preconditioning for Energy-Based Anomaly Detection Improved Contrastive Divergence Training of Energy Based Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T20:50:20.470083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.