Paper Citation Record · LEDGER

Query-Key Normalization for Transformers

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 30 inbound Pith citation observations for arXiv:2010.04245.

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

pith.paper-citation-record.v1
2010.04245 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 30 of 30 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T10:25:17.091288Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T14:19:53.801066Z

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 dd906b3f-4198-4b0f-9609-9f5b637f8b7d · inbound

FlashNorm: Fast Normalization for Transformers cites this paper.

FlashNorm: Fast Normalization for Transformers Query-Key Normalization for Transformers

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-23T23:18:36.162135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a5969618-c4a7-4073-ae9c-4d35d57539f3 · inbound

The Less You Depend, The More You Learn: Synthesizing Novel Views from Sparse, Unposed Images with Minimal 3D Knowledge cites this paper.

The Less You Depend, The More You Learn: Synthesizing Novel Views from Sparse, Unposed Images with Minimal 3D Knowledge Query-Key Normalization for Transformers

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-19T09:33:02.607461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d1ee41dd-fb91-490d-b7ba-f4feef6b9a0a · inbound

GR-3 Technical Report cites this paper.

GR-3 Technical Report Query-Key Normalization for Transformers

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-17T08:04:12.606152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5c2d43d1-4e73-49ce-85a3-8aa7de3154e7 · inbound

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

Robust Filter Attention: Self-Attention as Precision-Weighted State Estimation Query-Key Normalization for Transformers

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-18T19:01:46.055002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6a9a8007-1f35-4beb-b09b-265c4dbebc6f · inbound

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

Robust Filter Attention: Self-Attention as Precision-Weighted State Estimation Query-Key Normalization for Transformers

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T10:25:17.091288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a51e880b-46ec-4307-beb5-9a892c3b91b9 · inbound

FLOWER: Democratizing Generalist Robot Policies with Efficient Vision-Language-Action Flow Policies cites this paper.

FLOWER: Democratizing Generalist Robot Policies with Efficient Vision-Language-Action Flow Policies Query-Key Normalization for Transformers

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-05T05:48:48.082398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc065a55-4627-413b-9d94-158782c9e583 · inbound

Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention cites this paper.

Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention Query-Key Normalization for Transformers

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-18T10:02:31.673927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 48c90b4c-9835-4e83-81e8-e6d14ba8dcfb · inbound

Multi-view Pyramid Transformer: Look Coarser to See Broader cites this paper.

Multi-view Pyramid Transformer: Look Coarser to See Broader Query-Key Normalization for Transformers

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T17:52:07.184814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b66b52d-a84c-4ca7-af92-e5f83883ddf4 · inbound

Long-LRM++: Preserving Fine Details in Feed-Forward Wide-Coverage Reconstruction cites this paper.

Long-LRM++: Preserving Fine Details in Feed-Forward Wide-Coverage Reconstruction Query-Key Normalization for Transformers

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:58:42.919703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7c8f227b-3c0b-4ced-9aac-9f88798339ed · inbound

GaussianGPT: Towards Autoregressive 3D Gaussian Scene Generation cites this paper.

GaussianGPT: Towards Autoregressive 3D Gaussian Scene Generation Query-Key Normalization for Transformers

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-13T17:23:44.758186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac6f93e4-453f-4bb5-9d84-38b52ed99a2c · inbound

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

Parcae: Scaling Laws For Stable Looped Language Models Query-Key Normalization for Transformers

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:21:01.030755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8d5f7318-bd7f-454b-95cf-2fa45cc937b4 · inbound

Stability and Generalization in Looped Transformers cites this paper.

Stability and Generalization in Looped Transformers Query-Key Normalization for Transformers

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:25:22.735993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 926b0f87-d509-4841-8f16-27b0870424c1 · inbound

DanceCrafter: Fine-Grained Text-Driven Controllable Dance Generation via Choreographic Syntax cites this paper.

DanceCrafter: Fine-Grained Text-Driven Controllable Dance Generation via Choreographic Syntax Query-Key Normalization for Transformers

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:01:13.578296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 34dabc97-3116-482b-9336-08e0b6c9a931 · inbound

Sapiens2 cites this paper.

Sapiens2 Query-Key Normalization for Transformers

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:21:07.027357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 31da8076-1aba-4950-b8c2-a7625e446e1e · inbound

Application of a Mixture of Experts-based Foundation Model to the GlueX DIRC Detector cites this paper.

Application of a Mixture of Experts-based Foundation Model to the GlueX DIRC Detector Query-Key Normalization for Transformers

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:47:12.741475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6e0733eb-f9a3-455a-a408-6a8302d05a69 · inbound

Homogeneous Stellar Parameters from Heterogeneous Spectra with Deep Learning cites this paper.

Homogeneous Stellar Parameters from Heterogeneous Spectra with Deep Learning Query-Key Normalization for Transformers

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T00:11:14.418768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 80324a08-cd20-43b4-8959-f6c7d1d80495 · inbound

What Matters for Diffusion-Friendly Latent Manifold? Prior-Aligned Autoencoders for Latent Diffusion cites this paper.

What Matters for Diffusion-Friendly Latent Manifold? Prior-Aligned Autoencoders for Latent Diffusion Query-Key Normalization for Transformers

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:05:57.717210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 51a7efe6-e1e5-471f-845b-4c27b14577cf · inbound

Scaling Limits of Long-Context Transformers cites this paper.

Scaling Limits of Long-Context Transformers Query-Key Normalization for Transformers

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T07:51:28.870340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 94019f16-4b31-4589-8e4c-a11a1bbdb607 · inbound

The Transformer as a Polar State Estimator cites this paper.

The Transformer as a Polar State Estimator Query-Key Normalization for Transformers

Reference 192

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:17:07.587208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6cd3b805-6fc8-41f0-9ef0-3a6b755af193 · inbound

Toto 2.0: Time Series Forecasting Enters the Scaling Era cites this paper.

Toto 2.0: Time Series Forecasting Enters the Scaling Era Query-Key Normalization for Transformers

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-20T06:43:05.676535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation be54594c-7b70-4a07-a2e9-27c15ea0c541 · inbound

Toto 2.0: Time Series Forecasting Enters the Scaling Era cites this paper.

Toto 2.0: Time Series Forecasting Enters the Scaling Era Query-Key Normalization for Transformers

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-06-30T18:14:59.913388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation cd45fb28-5952-4d4d-b6a0-f63380603713 · inbound

General Covariant Action Modeling: Constructing Generalized Manifolds via Spatio-Temporal Decoupling cites this paper.

General Covariant Action Modeling: Constructing Generalized Manifolds via Spatio-Temporal Decoupling Query-Key Normalization for Transformers

Reference 108

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T13:33:27.817768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 46520944-1496-4663-a956-1274e979d77d · inbound

LiveBand: Live Accompaniment Generation in the Audio Domain cites this paper.

LiveBand: Live Accompaniment Generation in the Audio Domain Query-Key Normalization for Transformers

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-07-02T05:06:39.366462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d825ce7a-73d8-4bc5-ba95-ae29c8d56ba5 · inbound

Reversible Foundations: Training a 120B Sparse MoE through State-Preserving Scaling cites this paper.

Reversible Foundations: Training a 120B Sparse MoE through State-Preserving Scaling Query-Key Normalization for Transformers

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:07:09.411391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 53106f23-3e30-46dc-977e-9e27dded6a85 · inbound

Size Doesn't Matter: Cosine-Scored Sparse Autoencoders cites this paper.

Size Doesn't Matter: Cosine-Scored Sparse Autoencoders Query-Key Normalization for Transformers

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T07:15:29.682076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation cd189d63-1278-4f74-b03e-2080d55d6e12 · inbound

Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale cites this paper.

Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale Query-Key Normalization for Transformers

Reference 56

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T22:17:25.578473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7454f04c-4324-4acd-88a9-a133c3ef45d0 · inbound

Scalable Behavior Cloning with Open Data, Training, and Evaluation cites this paper.

Scalable Behavior Cloning with Open Data, Training, and Evaluation Query-Key Normalization for Transformers

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-04T14:19:53.802568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation cab67fb3-f5d5-4696-81a3-2019675873ab · inbound

PointSplat: Compact Gaussian Splatting via Human-Centric Prediction cites this paper.

PointSplat: Compact Gaussian Splatting via Human-Centric Prediction Query-Key Normalization for Transformers

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-01T10:35:41.401921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation adb6bd9a-75e2-4853-af72-5e6c81296650 · inbound

Raven: High-Recall Sequence Modeling with Sparse Memory Routing cites this paper.

Raven: High-Recall Sequence Modeling with Sparse Memory Routing Query-Key Normalization for Transformers

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-01T02:44:01.196752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcbace29-cd0d-4790-be98-46085ee94775 · inbound

One QK Channel, Many Sources: Guarding Low-Precision Attention Collapse cites this paper.

One QK Channel, Many Sources: Guarding Low-Precision Attention Collapse Query-Key Normalization for Transformers

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T15:20:16.109709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.