Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:13:50.540597Z
Paper Citation Record · LEDGER
Virtues and Vices of Equivariant Transformers
As of 17 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2608.02735.
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 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
12 of 12 outbound references displayed
- verified exact4
- verified fuzzy0
- unresolved8
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 9311b630-be2e-49b8-bdbd-85ef96d743e8 · outbound
This paper cites The Machine Learning Landscape of Top Taggers.
Virtues and Vices of Equivariant Transformers The Machine Learning Landscape of Top Taggers
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:13:49.089001Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c2e97e1-2f7d-4ca8-bb25-032aba040160 · outbound
This paper cites [33]CMS, A.
Reference 4
- Resolution
- verified exact
- raw_fallback, observed 2026-08-07T00:13:51.658639Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f9a26dd1-0623-4051-9c4a-d3763cfdc396 · outbound
This paper cites an unresolved cited work.
Virtues and Vices of Equivariant Transformers Unresolved cited work
Reference 7
- Resolution
- verified exact
- raw_fallback, observed 2026-08-07T00:13:50.958915Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation dfc9e181-c9bb-4fe5-8c4a-20485db0383b · outbound
This paper cites Euclidean, Projective, Conformal: Choosing a Geometric Algebra for Equivariant Transformers.
Virtues and Vices of Equivariant Transformers Euclidean, Projective, Conformal: Choosing a Geometric Algebra for Equivariant Transformers
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:13:50.157940Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5369e1ab-4477-42f6-995b-c1677f62ea2c · outbound
This paper cites An Efficient Sparse Kernel Generator for O(3)-Equivariant Deep Networks.
Virtues and Vices of Equivariant Transformers An Efficient Sparse Kernel Generator for O(3)-Equivariant Deep Networks
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:13:50.415714Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8992d22e-b04f-4fd1-a3ec-189b0ac6bcd7 · outbound
This paper cites BitNet: Scaling 1-bit Transformers for Large Language Models.
Virtues and Vices of Equivariant Transformers BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 2014
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:13:50.303135Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3268cfc0-c7ee-48a2-808e-62ce563022be · outbound
This paper cites Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification.
Virtues and Vices of Equivariant Transformers Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Reference 2015
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:13:50.540597Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1e3d597-7b15-4196-bf2f-d719f9c3e9e5 · outbound
This paper cites Clifford Group Equivariant Neural Networks.
Virtues and Vices of Equivariant Transformers Clifford Group Equivariant Neural Networks
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:13:49.164300Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2e0203c-45c2-4c61-9480-41ec7827664e · outbound
This paper cites [34]CMS, A.
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:13:49.545748Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98987734-d26d-4173-9933-18115240e592 · outbound
This paper cites [35]ATLAS, G.
Virtues and Vices of Equivariant Transformers [35]ATLAS, G
Reference 2025
- Resolution
- verified exact
- raw_fallback, observed 2026-08-07T00:13:51.264655Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b1003f27-a123-4a0f-80cd-3b556e5dda1e · outbound
This paper cites [32]ATLAS, G.
Virtues and Vices of Equivariant Transformers [32]ATLAS, G
Reference 2026
- Resolution
- verified exact
- raw_fallback, observed 2026-08-07T00:13:51.929423Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 017336cd-5e82-4205-9c33-0c1bf68b41a6 · outbound
This paper cites Accuracy versus precision in boosted top tagging with the ATLAS detector.
Virtues and Vices of Equivariant Transformers Accuracy versus precision in boosted top tagging with the ATLAS detector
Reference 7217
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:13:49.987973Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.