Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
ReZero is All You Need: Fast Convergence at Large Depth
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2003.04887.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T22:10:38.027642Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T05:29:36.294672Z
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 143a60d4-5f6e-4944-bb99-00be61621381 · inbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream cites this paper.
Residual Matrix Transformers: Scaling the Size of the Residual Stream ReZero is All You Need: Fast Convergence at Large Depth
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:10:38.027642Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17fed5c3-6111-4af5-9a55-337f6767ef5a · inbound
NRR-Core: Non-Resolution Reasoning as a Computational Framework for Contextual Identity and Ambiguity Preservation cites this paper.
NRR-Core: Non-Resolution Reasoning as a Computational Framework for Contextual Identity and Ambiguity Preservation ReZero is All You Need: Fast Convergence at Large Depth
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T16:29:59.581831Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d98b7031-33a1-441e-a186-0d56135e4b28 · inbound
Gated Normalization Removal and Scale Anchoring in Pre-Norm Transformers cites this paper.
Gated Normalization Removal and Scale Anchoring in Pre-Norm Transformers ReZero is All You Need: Fast Convergence at Large Depth
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T14:20:13.488924Z
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 15f46023-078f-4a3e-ae84-15d5872d299b · inbound
Prototype Transformer: Towards Language Model Architectures Interpretable by Design cites this paper.
Prototype Transformer: Towards Language Model Architectures Interpretable by Design ReZero is All You Need: Fast Convergence at Large Depth
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T00:02:44.101431Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6192be48-d836-4a44-82bd-1269e536e205 · inbound
Attention Residuals cites this paper.
Attention Residuals ReZero is All You Need: Fast Convergence at Large Depth
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T06:39:04.417303Z
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 11dbc6f7-5f64-4677-b7d4-1d93de4fc0e6 · inbound
Deep learning-based phase-field modelling of brittle fracture in anisotropic media cites this paper.
Deep learning-based phase-field modelling of brittle fracture in anisotropic media ReZero is All You Need: Fast Convergence at Large Depth
Reference 33
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T07:15:11.922283Z
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 d6019ac9-1149-4c79-b6e1-d1f858ad7976 · inbound
PermaFrost-Attack: Stealth Pretraining Seeding(SPS) for planting Logic Landmines During LLM Training cites this paper.
PermaFrost-Attack: Stealth Pretraining Seeding(SPS) for planting Logic Landmines During LLM Training ReZero is All You Need: Fast Convergence at Large Depth
Reference 19
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T14:31:06.106897Z
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 0b98db03-3ca8-4038-b7e9-da68f3ff14d7 · inbound
TFM-Retouche: A Lightweight Input-Space Adapter for Tabular Foundation Models cites this paper.
TFM-Retouche: A Lightweight Input-Space Adapter for Tabular Foundation Models ReZero is All You Need: Fast Convergence at Large Depth
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T18:46:08.399364Z
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 1ba576e8-ae13-4c94-a357-c2a565748301 · inbound
TFM-Retouche: A Lightweight Input-Space Adapter for Tabular Foundation Models cites this paper.
TFM-Retouche: A Lightweight Input-Space Adapter for Tabular Foundation Models ReZero is All You Need: Fast Convergence at Large Depth
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T07:56:32.862307Z
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 35cb177b-fd28-487a-88ab-9214f1376a2d · inbound
HAARES Half-Split Residual Basis Routing for Deep Transformers cites this paper.
HAARES Half-Split Residual Basis Routing for Deep Transformers ReZero is All You Need: Fast Convergence at Large Depth
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T11:36:55.423750Z
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 6b1937c2-340f-4e11-b0df-beac09ce8a8e · inbound
NNNN: Neural Networks for Newtonian Noise Mitigation at the Einstein Telescope cites this paper.
NNNN: Neural Networks for Newtonian Noise Mitigation at the Einstein Telescope ReZero is All You Need: Fast Convergence at Large Depth
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T05:29:36.296004Z
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 e60a34a5-6502-4401-b787-593681d9356c · inbound
Review Residuals: Update-Conditioned Residual Gating for Transformers cites this paper.
Review Residuals: Update-Conditioned Residual Gating for Transformers ReZero is All You Need: Fast Convergence at Large Depth
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T06:45:29.825910Z
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 b5d16741-b820-49e2-864e-22212dab0d7a · inbound
Learning in Curved Weight Space:Exponential-Linear Weight Reparameterization for Improved Optimization cites this paper.
Learning in Curved Weight Space:Exponential-Linear Weight Reparameterization for Improved Optimization ReZero is All You Need: Fast Convergence at Large Depth
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T14:15:46.074413Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01d8864c-cdfd-4dec-90aa-8aed6ec39fdc · inbound
A Controlled Study of Attention-Only Transformers cites this paper.
A Controlled Study of Attention-Only Transformers ReZero is All You Need: Fast Convergence at Large Depth
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T16:19:08.119127Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.