Paper Citation Record · LEDGER

Transformers without Normalization

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 17 inbound Pith citation observations for arXiv:2503.10622.

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

pith.paper-citation-record.v1
2503.10622 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 17 of 17 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:31:49.234008Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T22:36:17.334878Z

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 aff43b27-0d5a-4528-afeb-909597ace444 · inbound

FlashNorm: Fast Normalization for Transformers cites this paper.

FlashNorm: Fast Normalization for Transformers Transformers without Normalization

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-23T23:18:36.204243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ae928094-7d4e-41d4-9c00-0fd140f17b59 · inbound

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results cites this paper.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Transformers without Normalization

Reference 125

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:49.234008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5187db35-4762-4cc3-b373-f26c1d62d21e · inbound

Pangu Light: Weight Re-Initialization for Pruning and Accelerating LLMs cites this paper.

Pangu Light: Weight Re-Initialization for Pruning and Accelerating LLMs Transformers without Normalization

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:03:50.230653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e87049a9-4284-4b95-a915-f461ca420f59 · inbound

BinConv: A Neural Architecture for Ordinal Encoding in Time-Series Forecasting cites this paper.

BinConv: A Neural Architecture for Ordinal Encoding in Time-Series Forecasting Transformers without Normalization

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:28.599749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4fcc1d0-1de3-4fe9-9690-5d3932797f3c · inbound

Taming LLMs by Scaling Learning Rates with Gradient Grouping cites this paper.

Taming LLMs by Scaling Learning Rates with Gradient Grouping Transformers without Normalization

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-07T11:57:29.274935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a848574e-dc3f-40f8-86d6-7d8875868c29 · inbound

EyeSim-VQA: A Free-Energy-Guided Eye Simulation Framework for Video Quality Assessment cites this paper.

EyeSim-VQA: A Free-Energy-Guided Eye Simulation Framework for Video Quality Assessment Transformers without Normalization

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T04:09:35.519331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38ea6122-a0ad-49c3-b620-a196fd5b090a · inbound

Accurate Parameter-Efficient Test-Time Adaptation for Time Series Forecasting cites this paper.

Accurate Parameter-Efficient Test-Time Adaptation for Time Series Forecasting Transformers without Normalization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T21:46:19.471322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 672ae195-687b-4e09-b374-0436bcba19aa · inbound

Discontinuity-aware KAN-based physics-informed neural networks cites this paper.

Discontinuity-aware KAN-based physics-informed neural networks Transformers without Normalization

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T18:26:50.467686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4a68fd6-09ed-4b1f-b3d8-372136ec03ff · inbound

DNT: a Deeply Normalized Transformer that can be trained by Momentum SGD cites this paper.

DNT: a Deeply Normalized Transformer that can be trained by Momentum SGD Transformers without Normalization

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T14:54:58.862382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acfd7169-d380-4f86-9d17-639b344d410c · inbound

Exploiting Layer Normalization Fine-tuning in Visual Transformer Foundation Models for Classification cites this paper.

Exploiting Layer Normalization Fine-tuning in Visual Transformer Foundation Models for Classification Transformers without Normalization

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T22:05:31.290393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdca079b-b28c-4221-ac8d-1504cb4751ad · inbound

A Mathematical Explanation of Transformers cites this paper.

A Mathematical Explanation of Transformers Transformers without Normalization

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-05-18T10:11:13.780648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a0039b4e-e157-4673-959b-93acffff56f2 · inbound

Spatially Aware Linear Transformer (SAL-T) for Particle Jet Tagging cites this paper.

Spatially Aware Linear Transformer (SAL-T) for Particle Jet Tagging Transformers without Normalization

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-21T19:40:32.716154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f81409db-86f7-4b65-8ab5-d3049038fd91 · inbound

Key and Value Weights Are Probably All You Need: On the Necessity of the Query, Key, Value weight Triplet in Self-Attention Transformers cites this paper.

Key and Value Weights Are Probably All You Need: On the Necessity of the Query, Key, Value weight Triplet in Self-Attention Transformers Transformers without Normalization

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-18T03:40:50.597021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c964df1a-baed-4f25-a611-bae9c22140dc · inbound

Gated Normalization Removal and Scale Anchoring in Pre-Norm Transformers cites this paper.

Gated Normalization Removal and Scale Anchoring in Pre-Norm Transformers Transformers without Normalization

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-21T14:20:13.535707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cef2eac6-9771-48e1-b463-f1a0cb127c00 · inbound

Subcritical Signal Propagation at Initialization in Normalization-Free Transformers cites this paper.

Subcritical Signal Propagation at Initialization in Normalization-Free Transformers Transformers without Normalization

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:06:03.688848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d967228b-f387-4182-be96-54741c441926 · inbound

When Does Removing LayerNorm Help? Activation Bounding as a Regime-Dependent Implicit Regularizer cites this paper.

When Does Removing LayerNorm Help? Activation Bounding as a Regime-Dependent Implicit Regularizer Transformers without Normalization

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:36:10.418528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7a43ded2-f4d5-4300-a0ea-abf1d6868a3b · inbound

Do Transformers Need Three Projections? Systematic Study of QKV Variants cites this paper.

Do Transformers Need Three Projections? Systematic Study of QKV Variants Transformers without Normalization

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T22:36:17.336286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.