Pith. sign in

Paper Citation Record · LEDGER

Understanding Mode Connectivity via Parameter Space Symmetry

As of 21 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2505.23681.

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

pith.paper-citation-record.v1
2505.23681 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:51:54.083693Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

  • verified exact0
  • verified fuzzy14
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ddd0e29f-da12-48a8-9f94-309827f7f50d · outbound

This paper cites an unresolved cited work.

Understanding Mode Connectivity via Parameter Space Symmetry Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:51:57.832234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:52.109532Z digest=sha256:553a5d60234d39d2c0d27595b6a5259bd1e3002ac1127ed4a8f281052ce5d961

Observation b4ad161d-d249-4a1b-9bf0-8c6be15c86d9 · outbound

This paper cites an unresolved cited work.

Understanding Mode Connectivity via Parameter Space Symmetry Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:51:57.611267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:52.233713Z digest=sha256:909da62174eb67f5c8f2532974de3154044da70d7bf514f4f23ae0705642ada5

Observation 6b4e625c-02de-4858-b5c1-a137e834ceef · outbound

This paper cites For any g ∈ GL(h) such that det(g) < 0, g · (W1, W2) and (W ′ 1, W′.

Understanding Mode Connectivity via Parameter Space Symmetry For any g ∈ GL(h) such that det(g) < 0, g · (W1, W2) and (W ′ 1, W′

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:51:57.376976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:52.350485Z digest=sha256:2fafcb3e324c1689fee500fba993aa4c77c7659262a054cc7b96022995f92759

Observation 571a76dd-6500-4c6c-ab24-70028680e546 · outbound

This paper cites an unresolved cited work.

Understanding Mode Connectivity via Parameter Space Symmetry Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:51:57.176093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:52.433197Z digest=sha256:ae7028d2ad820c4f4184d3652cbedfe60cca4935e9b3eec53fde01afb6a6bbf5

Observation 271d8241-fbdf-48e6-80be-3aa60b242d3c · outbound

This paper cites Equivalently, det(gg ′) < 0.

Understanding Mode Connectivity via Parameter Space Symmetry Equivalently, det(gg ′) < 0

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:51:56.992325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:52.516921Z digest=sha256:4fce42366722394cc5fb48d782b53174a3fa769615f42cdc78767199abb9437e

Observation 86f4cde0-1e88-4edd-a49c-c12637dd56e9 · outbound

This paper cites an unresolved cited work.

Understanding Mode Connectivity via Parameter Space Symmetry Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:51:56.780838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:52.636964Z digest=sha256:469a863ac741425df848d28e449db3a31cb67f405509ed6dbc71d18bf6f1edd5

Observation b7bc7e22-193d-4ce9-9a56-f9b9499592c5 · outbound

This paper cites By Lemma 5.1, any g ∈ GL(h) with det(g) < 0 can bring (W1, W2) and (W ′ 1, W′.

Understanding Mode Connectivity via Parameter Space Symmetry By Lemma 5.1, any g ∈ GL(h) with det(g) < 0 can bring (W1, W2) and (W ′ 1, W′

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:51:56.600100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:52.747456Z digest=sha256:edd958b089195b422adbc731d460a8bd89f2c488c092aa16cca8b5598bdb4a96

Observation 8ccbf496-c9f8-4e61-806b-90e98512179c · outbound

This paper cites Let g be the permutation matrix 0 1 1 0.

Understanding Mode Connectivity via Parameter Space Symmetry Let g be the permutation matrix 0 1 1 0

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:51:56.450488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:52.825837Z digest=sha256:4ae40bcbe8c1a211fa6f43eaa20484ba4ee61b098fae406f325750ef417cffd6

Observation 672719e0-5f78-41ce-bce8-1ff1a294dc52 · outbound

This paper cites Then W, W′ belong to the same connected component of L−1(0), connected by curve γ : R → Param, γ(t) = ((1− t)Wl + tWlm−k, (1 − t)Wl−1 + tmWl−1, Wl−2, ..., W1).

Understanding Mode Connectivity via Parameter Space Symmetry Then W, W′ belong to the same connected component of L−1(0), connected by curve γ : R → Param, γ(t) = ((1− t)Wl + tWlm−k, (1 − t)Wl−1 + tmWl−1, Wl−2, ..., W1)

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:51:56.274995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:52.919249Z digest=sha256:2bbeaa716edc2f0a5f052f98c52aaee289b53f5964e054a3bc7efead5dd32aba

Observation efa16d2f-00af-4ef3-9659-dd16c885d4ad · outbound

This paper cites Then L ((1 − α)W + αW ′) = 1 − 1 2 + 1 2 m−k 1 2 + 1 2 m k!2 ||Y ||2 2 = 1 − 2−(k+1)(1 +m−k)(1 +m)k 2 ||Y ||2 2 (15) Let m = 2k+1 √ b ||Y ||2 + 1 − 1 k.

Understanding Mode Connectivity via Parameter Space Symmetry Then L ((1 − α)W + αW ′) = 1 − 1 2 + 1 2 m−k 1 2 + 1 2 m k!2 ||Y ||2 2 = 1 − 2−(k+1)(1 +m−k)(1 +m)k 2 ||Y ||2 2 (15) Let m = 2k+1 √ b ||Y ||2 + 1 − 1 k

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:51:56.144745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:53.028950Z digest=sha256:ada6b996dbca8b4318e2c7384a15c2b82e84b557e03d76434c594f17c07d6bfd

Observation 74d28a4a-e160-435a-91ed-b699e11e4112 · outbound

This paper cites At large m, the two minima are farther apart, and the loss evaluated at the middle point of their linear interpolation grows unboundedly as predicted by Proposition 5.3.

Understanding Mode Connectivity via Parameter Space Symmetry At large m, the two minima are farther apart, and the loss evaluated at the middle point of their linear interpolation grows unboundedly as predicted by Proposition 5.3

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:51:55.958870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:53.143352Z digest=sha256:b0014a0f661217b2903baac25deec9548e02ce171a48f2cfb52c82dc0410024b

Observation c5a2e286-9545-439e-9cce-17542dc965b1 · outbound

This paper cites Since W ∈ L−1(0), we have Wlσ [Wl−1f (Wl−2, ..., W1, X)] =Y.

Understanding Mode Connectivity via Parameter Space Symmetry Since W ∈ L−1(0), we have Wlσ [Wl−1f (Wl−2, ..., W1, X)] =Y

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:51:55.792841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:53.300382Z digest=sha256:797e20f51370683c811707e1cc332c298a0ff018c8de8eadfc66369d9994833c

Observation 9cdf196e-4244-4fa4-9e0a-eda162c8a8b1 · outbound

This paper cites Then L ((1 − α)W + αW ′) =||Y − 1 4 Wl(I + m−kP )σ (I + mP −1)Wl−1f (Wl−2, ..., W1, X) ||2.

Understanding Mode Connectivity via Parameter Space Symmetry Then L ((1 − α)W + αW ′) =||Y − 1 4 Wl(I + m−kP )σ (I + mP −1)Wl−1f (Wl−2, ..., W1, X) ||2

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:51:55.572217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:53.412186Z digest=sha256:86ed130b8844ea9510db121c6756462d2a5e8fba34218c63509c4f6ef804c146

Observation 3eef6d25-a3e3-46c5-bc5f-4b04aedeab76 · outbound

This paper cites an unresolved cited work.

Understanding Mode Connectivity via Parameter Space Symmetry Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:51:55.383579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:53.493660Z digest=sha256:8c9c88c2502370e5f3c8e18234cbdfa5ada36485ea8700e03349a6d7b5086d07

Observation 1e1afdde-d229-4518-aa53-139b77a07bcc · outbound

This paper cites Therefore, L ((1 − α)W + αW ′) is unbounded for any P.

Understanding Mode Connectivity via Parameter Space Symmetry Therefore, L ((1 − α)W + αW ′) is unbounded for any P

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:51:55.198525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:53.602246Z digest=sha256:f428aeecf429c5e12e36667584938391c7baed716b351d10d16195bd4432f9b5

Observation 66c91ef4-c6a7-4df4-b05c-176515dacd0b · outbound

This paper cites an unresolved cited work.

Understanding Mode Connectivity via Parameter Space Symmetry Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:51:54.995591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:53.751908Z digest=sha256:d1357b30f7ad0759c4a07a640a4ae1de300e36d39bc4dd6935efc40a432189f4

Observation 74de1ee3-7aff-4d80-8127-ba0509a6a1bd · outbound

This paper cites Let α = 1.

Understanding Mode Connectivity via Parameter Space Symmetry Let α = 1

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:51:54.820965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:53.857566Z digest=sha256:56725a16b96c87c43b5816c6a4f6e3ac91afdb48c74f367c7a3bb4c7135d2831

Observation 0582a42b-45bf-4300-866b-274e26447dd9 · outbound

This paper cites (23) As β → ∞, g and g−1 cannot approach β+β−1 2 I simultaneously.

Understanding Mode Connectivity via Parameter Space Symmetry (23) As β → ∞, g and g−1 cannot approach β+β−1 2 I simultaneously

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:51:54.589548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:53.966089Z digest=sha256:11c38fffe79102c52bcbe6b55df3b74fae881e1c1eed17cc0267117cc19c8852

Observation 681d458a-a0f9-4f43-83c2-9ac5e34b260d · outbound

This paper cites The connectedness results derived from symmetry raise several interesting questions about mode connectivity.

Understanding Mode Connectivity via Parameter Space Symmetry The connectedness results derived from symmetry raise several interesting questions about mode connectivity

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:51:54.334587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:54.083693Z digest=sha256:059b80a339d9fd214b49b8c8ab6fcc23fb0bd128e8eb10f9598cd93f2590906c

Observation e1c06f88-fb73-434e-9d12-b1dbd40f7808 · outbound

This paper cites Freeman, C.

Understanding Mode Connectivity via Parameter Space Symmetry Freeman, C

Reference 3269

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:51:58.011853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:51:51.894692Z digest=sha256:d1b3c9d53fe5fc31973345f6752f6c410c9180c93d7de69ae5067a1c04902dcd

Observation fa0d2c83-da96-4350-8ef7-d9971ddf499d · outbound

This paper cites A Note on Connectivity of Sublevel Sets in Deep Learning.

Understanding Mode Connectivity via Parameter Space Symmetry A Note on Connectivity of Sublevel Sets in Deep Learning

Reference 4799

Resolution
unresolved
no resolver link, observed 2026-08-07T12:51:52.006681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:51:52.006681Z digest=sha256:9e4b0f7c3321af63ab1ce3885f3be05cdb8303edbe5a2673e218f623b4830237

Pith citing papers

No inbound Pith citation observations are available.