Pith. sign in

Paper Citation Record · LEDGER

The Symmetries of Three-Layer ReLU Networks

As of 7 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 1 inbound Pith citation observation for arXiv:2605.18319.

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

pith.paper-citation-record.v1
2605.18319 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-20T12:12:01.073779Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T01:11:50.444218Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

27 of 27 outbound references displayed

  • verified exact1
  • verified fuzzy15
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f1d0a37a-bf3a-4818-9ab3-c18b08aecfcd · outbound

This paper cites Daniel Kunin, Javier Sagastuy-Brena, Surya Ganguli, Daniel LK Yamins, and Hidenori Tanaka.

The Symmetries of Three-Layer ReLU Networks Daniel Kunin, Javier Sagastuy-Brena, Surya Ganguli, Daniel LK Yamins, and Hidenori Tanaka

Reference 1

Resolution
verified exact
doi, observed 2026-05-20T12:13:15.775474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:bc463f2f5a3ba5fa3925a76737bf0875e13575026f2426c52dbd3652b8aa500c

Observation bc1652a7-4a39-4faa-b5da-1ce14fdcd79c · outbound

This paper cites an unresolved cited work.

The Symmetries of Three-Layer ReLU Networks Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-20T12:13:16.619270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:5839e9a088e32210c2d75fdf3efa5f662bf431d2b976de291e98eb051ae6f890

Observation 410a42e6-5668-47cc-ad45-d82f3b7d0234 · outbound

This paper cites an unresolved cited work.

The Symmetries of Three-Layer ReLU Networks Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-05-20T12:13:16.620979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:89aa9abfb09ea77e84939f1de4a7c984bbf31a4235bbeb12412fbd91deb6df5d

Observation d094b2a2-155a-4903-80e7-d64cb2481840 · outbound

This paper cites For a polyhedral complex C in Rd and k≤d we denote by Ck the set of k-dimensional polyhedra in C.

The Symmetries of Three-Layer ReLU Networks For a polyhedral complex C in Rd and k≤d we denote by Ck the set of k-dimensional polyhedra in C

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T12:13:16.615322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:0e82f3fd314175795f3e7d8f4e340cd7a8408696b6c75124464c293f4900d5f6

Observation a58e6b97-f4bb-44f3-aaaa-790bf1972792 · outbound

This paper cites an unresolved cited work.

The Symmetries of Three-Layer ReLU Networks Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-20T12:13:16.611679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:1d21568ad7551faea7afa2aedb5a0094af3ed79d4604f8cbd7c489fc7b6a90c9

Observation 4b2b207d-38c3-4b30-81c6-1c3e387aff41 · outbound

This paper cites We denote the set of generic parameters by ˜ΘA ⊆Θ A.

The Symmetries of Three-Layer ReLU Networks We denote the set of generic parameters by ˜ΘA ⊆Θ A

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T12:13:16.613444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:da64f970322c3ad7f65eca745fb9225b6be41335b163c8f5f5cb69aff68cd19b

Observation e193e576-4e45-453c-ab45-fa148d42d6ca · outbound

This paper cites In particular,H∩R= aff(σ 1)∩R.

The Symmetries of Three-Layer ReLU Networks In particular,H∩R= aff(σ 1)∩R

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T12:13:16.617518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:320624fe8bfe03f98a0318be5c5972ddcc07787db2ff39abb54cfc2dc07befb0

Observation f19def0c-ac57-4372-b6df-5dc38202629d · outbound

This paper cites In particular, H∩R= aff(σ)∩R.

The Symmetries of Three-Layer ReLU Networks In particular, H∩R= aff(σ)∩R

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T12:13:16.656475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:d763099188d558d581318993fc2643631a1f9083e5996526f7d552cff393be0e

Observation e116a008-4944-467c-8f64-7cd4b2967f18 · outbound

This paper cites an unresolved cited work.

The Symmetries of Three-Layer ReLU Networks Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-05-20T12:13:16.658373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:807b0b610f00a7931bbbabd82b4f992de52182ac49edeb249b7a87425291120b

Observation 2b5a580b-1162-4e56-b564-b55e1eb02a31 · outbound

This paper cites Proof of Theorem 2.

The Symmetries of Three-Layer ReLU Networks Proof of Theorem 2

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T12:13:16.648948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:2bddc7c8130ea3dff776808e7b415a5fb178fb44ce165df0339af959c929cd95

Observation fe68bc04-8fcf-48de-9111-df0511806a53 · outbound

This paper cites an unresolved cited work.

The Symmetries of Three-Layer ReLU Networks Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-05-20T12:13:16.645523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:8bf55157bc3aa15a70d4979641e09da9b22e59ea66300f800a8df331078ed756

Observation 72069e2a-abae-4cd2-9be9-6e45a3edd92d · outbound

This paper cites k}, 0ifj∈ {k+ 1.

The Symmetries of Three-Layer ReLU Networks k}, 0ifj∈ {k+ 1

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T12:13:16.643837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:16b23474f53e35cf87aa48bc91bcbf2b7a7be9278a2d00f754c2d624264a8dd6

Observation 763500af-d5e1-4642-9340-14b86fe4f436 · outbound

This paper cites an unresolved cited work.

The Symmetries of Three-Layer ReLU Networks Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-05-20T12:13:16.647279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:bca1ac19c9153e2c0f937532cd21dbba0abbbc4fb2f505a715ceadfac6783984

Observation fc1470c2-3321-4480-b388-ae9d264fe6a2 · outbound

This paper cites Thus k=|N vis|and the assignment mapϕrestricted toN vis is a permutation.

The Symmetries of Three-Layer ReLU Networks Thus k=|N vis|and the assignment mapϕrestricted toN vis is a permutation

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T12:13:16.650756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:aba3a76f31ad677068132e674589febf64204e116ef523448273946a78b21f93

Observation bada8592-a166-4b27-a1af-a952970887f5 · outbound

This paper cites ThusN can =∅.

The Symmetries of Three-Layer ReLU Networks ThusN can =∅

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T12:13:16.640271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:126a5c509ba544e455f463819f26ab9a29f6f0ec807bd986005f63850af9670d

Observation f686be68-3bca-4663-b0f2-d7af3d902628 · outbound

This paper cites an unresolved cited work.

The Symmetries of Three-Layer ReLU Networks Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-20T12:13:16.636659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:7d2dcca3473f0a5ed66c4a0d5a51e35dc8764a9a5143664f1f2c8fecce173f6e

Observation 56ce6386-36bd-4f5a-a796-8d37813cbb3b · outbound

This paper cites an unresolved cited work.

The Symmetries of Three-Layer ReLU Networks Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-05-20T12:13:16.634818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:f056e8631c9342935e7a60ce2e6f8f30d02dc3e3123d4fef02d4b021ef4f33d9

Observation b0b59b39-c8a8-48ee-bf2d-2667c79bdde9 · outbound

This paper cites an unresolved cited work.

The Symmetries of Three-Layer ReLU Networks Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-05-20T12:13:16.638431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:c63f6523cbb30766462f4a27849a3b8318da83e84f27375512324da9bb42ce8a

Observation f334ed77-2bc4-48e4-8b26-d413c44b3f5c · outbound

This paper cites Proof of Theorem 6.LetJ= [n]\[k].

The Symmetries of Three-Layer ReLU Networks Proof of Theorem 6.LetJ= [n]\[k]

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T12:13:16.642112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:49544e8023178d653aa15b3b0cca7a133e8c42289ae923e555cad2da4527d969

Observation 42316b32-7368-4af1-b23c-b9d6a0fab888 · outbound

This paper cites an unresolved cited work.

The Symmetries of Three-Layer ReLU Networks Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-05-20T12:13:16.652415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:b2268e50a644b00cf20b0329f72d8cd36aee8a269169db626a014f381e6601f2

Observation 84717f0e-e514-429d-8774-1f17cb8d3a6b · outbound

This paper cites Moreover, it holds that z(2,η) i (x)≤W (2) ij [y+t] + +b (2,η) i =b (2,η) i =b (2) i −tW (2) ij ≤0.

The Symmetries of Three-Layer ReLU Networks Moreover, it holds that z(2,η) i (x)≤W (2) ij [y+t] + +b (2,η) i =b (2,η) i =b (2) i −tW (2) ij ≤0

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T12:13:16.654571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:a9277c26f037166cdc451414dba5fc2ab24bf86da07cd30cb7f216121b3911b0

Observation 05577505-982c-45b3-af7d-e7e5b6e20760 · outbound

This paper cites Moreover, it holds that z(2,θ) i (x)≤W (2) ij [y]+ +b (2) i =b (2) i ≤0.

The Symmetries of Three-Layer ReLU Networks Moreover, it holds that z(2,θ) i (x)≤W (2) ij [y]+ +b (2) i =b (2) i ≤0

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T12:13:16.630853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:83fb3d9eb82af633d2af6137ad3e1bf9dba859b30c30d883823b1678f6d0b015

Observation c6eb6cb3-51d8-4d98-9d2a-c50eac2eaa06 · outbound

This paper cites In all four cases, a(2,η) i (x) =a (2,θ) i (x), and thus η∈ ˜S(θ).

The Symmetries of Three-Layer ReLU Networks In all four cases, a(2,η) i (x) =a (2,θ) i (x), and thus η∈ ˜S(θ)

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T12:13:16.626637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:1e96af1b2c8155f46db3e406f896657bec45303e24d47cca76818c7a12fec715

Observation 885b4641-497a-4656-9233-ebef24d63e5e · outbound

This paper cites an unresolved cited work.

The Symmetries of Three-Layer ReLU Networks Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-05-20T12:13:16.629093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:406e0314da56874573dae0af76d8fecda35fb16a2bdcaed5446108d780022b7a

Observation 5ffb52b5-4694-4883-9120-b3c3939ab9b4 · outbound

This paper cites The statements follow from established results on hyperplane arrangements (see, e.g., Orlik and Terao, 1992, Chapter 2).

The Symmetries of Three-Layer ReLU Networks The statements follow from established results on hyperplane arrangements (see, e.g., Orlik and Terao, 1992, Chapter 2)

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T12:13:16.633056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:075885dd42b0e2aaa92e58d8d223b2dd8a80984ccf58be9d9bb789d003c71391

Observation ab58344d-bc68-438b-8244-e30ebe84fd9b · outbound

This paper cites If P∩B j(θ)̸=∅ , then the facet P∩B j(θ) is parallel to a first-layer hyperplaneH i ∈ H 1(θ)if and only ifS 1(P) ={i}.

The Symmetries of Three-Layer ReLU Networks If P∩B j(θ)̸=∅ , then the facet P∩B j(θ) is parallel to a first-layer hyperplaneH i ∈ H 1(θ)if and only ifS 1(P) ={i}

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T12:13:16.622923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:307533f4a900d9a83d8e117681945692f3365d191a60bd7167de5849ba6a441f

Observation acc2e083-06c5-4d0b-b41b-3b4c9559da36 · outbound

This paper cites linear evidence.

The Symmetries of Three-Layer ReLU Networks linear evidence

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T12:13:16.624716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T12:12:01.073779Z digest=sha256:997bdfc8d9f9d48793c6e36c2f193e339699b365560a1cc2057524de62321b43

Pith citing papers

Observation 9cd6e4e2-04eb-4282-ab38-cd209c4bc771 · inbound

Implicit Bias of SGD in Multivariate ReLU Networks: Effective Width Collapse cites this paper.

Implicit Bias of SGD in Multivariate ReLU Networks: Effective Width Collapse The Symmetries of Three-Layer ReLU Networks

Reference 22

Resolution
unresolved
no resolver link, observed 2026-07-12T01:11:50.444218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T01:11:50.444218Z digest=sha256:978ec5079d62e154c27ec4299fd066b49f99dadda02001cc2445560469cd9ddf