Paper Citation Record · LEDGER

Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2203.13457.

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

pith.paper-citation-record.v1
2203.13457 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:57:00.050531Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T09:59:44.979026Z

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 af25d6eb-d14d-400a-adb3-42aaf21ee20b · inbound

Skill Learning via Policy Diversity Yields Identifiable Representations for Reinforcement Learning cites this paper.

Skill Learning via Policy Diversity Yields Identifiable Representations for Reinforcement Learning Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T15:57:00.050531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19cadffd-265b-472c-a05e-7ca35ac048ae · inbound

PLanTS: Periodicity-aware Latent-state Representation Learning for Multivariate Time Series cites this paper.

PLanTS: Periodicity-aware Latent-state Representation Learning for Multivariate Time Series Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T05:29:53.596268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a97595a4-2f2d-46d3-a8d6-b049f5c753ca · inbound

IConE: Batch Independent Collapse Prevention for Self-Supervised Representation Learning cites this paper.

IConE: Batch Independent Collapse Prevention for Self-Supervised Representation Learning Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T18:12:53.776224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 905aa816-de40-48f1-a145-a857a6ab1c40 · inbound

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning cites this paper.

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap

Reference 110

Resolution: verified exact; arxiv_id, observed 2026-07-04T09:59:44.980450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 05c24261-d551-42ad-9bec-a3c2640bba14 · inbound

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning cites this paper.

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap

Reference 110

Resolution: verified exact; arxiv_id, observed 2026-07-01T18:55:59.466534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 828cc34a-38be-480a-b8ef-01b2c624caff · inbound

Pattern-Calibrated Multimodal Prediction under Blockwise Missingness cites this paper.

Pattern-Calibrated Multimodal Prediction under Blockwise Missingness Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap

Reference 135

Resolution: verified exact; arxiv_id, observed 2026-07-03T08:27:48.648188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.