Paper Citation Record · LEDGER

Deep Equilibrium Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:1909.01377.

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

pith.paper-citation-record.v1
1909.01377 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:13:48.185801Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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malformed identifier0
metadata mismatch0

External citation measurements

246
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4b1b29af-b2f4-42b4-9bc3-5ea7d0a68c92 · inbound

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach cites this paper.

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach Deep Equilibrium Models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-12T15:39:41.393348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d1df01d6-3240-429f-883c-b290c5f670dc · inbound

Composing Linear Layers from Irreducibles cites this paper.

Composing Linear Layers from Irreducibles Deep Equilibrium Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T17:13:48.185801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32b5cd80-8288-4112-a584-7466a5228922 · inbound

Robust Filter Attention: Self-Attention as Precision-Weighted State Estimation cites this paper.

Robust Filter Attention: Self-Attention as Precision-Weighted State Estimation Deep Equilibrium Models

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-18T19:01:46.158822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a925623d-67a6-4231-b814-15ea83b31884 · inbound

Robust Filter Attention: Self-Attention as Precision-Weighted State Estimation cites this paper.

Robust Filter Attention: Self-Attention as Precision-Weighted State Estimation Deep Equilibrium Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T10:25:16.993384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55f1bdf2-2cba-4ffe-8cc6-20be27a31e17 · inbound

ELT: Elastic Looped Transformers for Visual Generation cites this paper.

ELT: Elastic Looped Transformers for Visual Generation Deep Equilibrium Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:06:00.219202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 54de47df-7e66-437c-a4b9-807a6bbc562f · inbound

ELT: Elastic Looped Transformers for Visual Generation cites this paper.

ELT: Elastic Looped Transformers for Visual Generation Deep Equilibrium Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T16:35:03.104478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a772d215-0048-45bf-88c7-10fdb5400988 · inbound

Parcae: Scaling Laws For Stable Looped Language Models cites this paper.

Parcae: Scaling Laws For Stable Looped Language Models Deep Equilibrium Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:21:00.838142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 992a3715-3efe-4b13-b211-67869b115716 · inbound

A Nonlinear Separation Principle via Contraction Theory: Applications to Neural Networks, Control, and Learning cites this paper.

A Nonlinear Separation Principle via Contraction Theory: Applications to Neural Networks, Control, and Learning Deep Equilibrium Models

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:34:29.398790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2324c9fb-bcf4-4d93-abe4-ab61155bd047 · inbound

Stability and Generalization in Looped Transformers cites this paper.

Stability and Generalization in Looped Transformers Deep Equilibrium Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:25:22.730358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 254ab934-f89a-41cf-979c-d471341dfc90 · inbound

State Stream Transformer (SST) V2: Parallel Training of Nonlinear Recurrence for Latent Space Reasoning cites this paper.

State Stream Transformer (SST) V2: Parallel Training of Nonlinear Recurrence for Latent Space Reasoning Deep Equilibrium Models

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:11:08.200330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1aece57f-7460-4d56-ad59-c292d696ad77 · inbound

Quantum Injection Pathways for Implicit Graph Neural Networks cites this paper.

Quantum Injection Pathways for Implicit Graph Neural Networks Deep Equilibrium Models

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T02:36:17.328666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8e5f3445-66e5-4fac-911e-067aea7f11a0 · inbound

Thermodynamic Networks: Harnessing Non-Equilibrium Steady States for Computation cites this paper.

Thermodynamic Networks: Harnessing Non-Equilibrium Steady States for Computation Deep Equilibrium Models

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-20T19:43:43.784673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7933f7b1-2c8c-4d7e-a93b-4a4af09cc4f7 · inbound

Fixed-Point Masked Generative Modeling cites this paper.

Fixed-Point Masked Generative Modeling Deep Equilibrium Models

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:22:47.246194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 50521064-706f-45f1-81a1-6828195f8a39 · inbound

Neural Parameter Calibration for Finite-State Mean Field Games cites this paper.

Neural Parameter Calibration for Finite-State Mean Field Games Deep Equilibrium Models

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-06-26T06:29:04.131092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 83635885-5c7d-463c-98d5-6884bd0eeb23 · inbound

NeuroForge: A Self-Correcting, Geometry-Native Neural CFD Engine with Calibrated Physics-Residual Trust cites this paper.

NeuroForge: A Self-Correcting, Geometry-Native Neural CFD Engine with Calibrated Physics-Residual Trust Deep Equilibrium Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-14T12:34:40.550770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f246110-2c23-4adf-878f-f341ea5b794d · inbound

Adaptive Depth in Looped Transformers: Diagnosing Learned Halting Gates and Trajectory Readouts cites this paper.

Adaptive Depth in Looped Transformers: Diagnosing Learned Halting Gates and Trajectory Readouts Deep Equilibrium Models

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:27.855182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.