Paper Citation Record · LEDGER

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations

As of 13 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2412.17499.

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

pith.paper-citation-record.v1
2412.17499 v2

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:31:11.444554Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

34 of 34 outbound references displayed

verified exact4
verified fuzzy13
unresolved17
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d07872e8-135f-48a4-bf7d-7aba71fede2d · outbound

This paper cites merlin.mbs aipnum4-1.bst 2010-07-25 4.21a (PWD, AO, DPC) hacked.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations merlin.mbs aipnum4-1.bst 2010-07-25 4.21a (PWD, AO, DPC) hacked

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T05:31:11.306408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62edc472-b841-42f9-b147-c63757abbda2 · outbound

This paper cites Hasselmann ,\ title title Stochastic climate models part i.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Hasselmann ,\ title title Stochastic climate models part i

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T05:31:11.311758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e60fa16-ddfd-45dd-832a-954d3aa36f4d · outbound

This paper cites an unresolved cited work.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T05:31:11.316566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62574a9a-a745-4473-a540-f52969c04a1a · outbound

This paper cites an unresolved cited work.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-11T05:31:11.519554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 947fdb89-7f3e-4768-85dd-9db710d970b4 · outbound

This paper cites Dong , author M.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Dong , author M

Reference 5

Resolution: verified exact; doi, observed 2026-08-11T05:31:11.507655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 409ccea5-e3c7-41b9-a22b-9cbb6c856628 · outbound

This paper cites Fagin , author J.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Fagin , author J

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:31:11.879919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c116a171-6e44-4fe5-be3d-e7d2c67f4146 · outbound

This paper cites Black \ and\ author M.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Black \ and\ author M

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T05:31:11.335135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3e12b6e-1219-430b-9a99-3efbb3182d52 · outbound

This paper cites Li , author T.-K.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Li , author T.-K

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:31:11.867026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 777d19a9-0658-4f22-bccc-e0bacf5b599a · outbound

This paper cites Kidger ,\ title On neural differential equations ,\ @noop Ph.D.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Kidger ,\ title On neural differential equations ,\ @noop Ph.D

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:31:11.854763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 271d47c7-22d3-42dd-898c-09721aae8e0e · outbound

This paper cites Kidger , author J.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Kidger , author J

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:31:11.843019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3c8964c9-500f-4e24-a020-bfd63dc3ee60 · outbound

This paper cites Kidger , author J.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Kidger , author J

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:31:11.830212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation adc95579-0668-44f3-8118-4070604f5b40 · outbound

This paper cites Zeng , author F.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Zeng , author F

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:31:11.815256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2c82400d-1b79-4d86-a1c1-9cdac517f205 · outbound

This paper cites an unresolved cited work.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-11T05:31:11.487422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bfc7f639-de2c-4ca8-b021-62ec302bdf23 · outbound

This paper cites an unresolved cited work.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:31:11.800943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5a2f321c-d16e-49d2-97d4-0967432e4888 · outbound

This paper cites Xu , author R.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Xu , author R

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:31:11.787248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fa555e5b-0a8b-42c3-a1c1-c3af2e6b3777 · outbound

This paper cites Hasan , author J.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Hasan , author J

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:31:11.775030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ea5e0d20-d116-4367-a00c-99500bd4c5a0 · outbound

This paper cites Neural Jump Stochastic Differential Equations.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Neural Jump Stochastic Differential Equations

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T05:31:11.376170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4222807e-9368-4581-b81b-faebb286829e · outbound

This paper cites Herrera , author F.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Herrera , author F

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:31:11.760572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d948d98f-1a0d-4740-b77c-13c97bb0e303 · outbound

This paper cites Djeumou , author C.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Djeumou , author C

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:31:11.745245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8438cd99-131e-4772-8cd9-d906c70317bc · outbound

This paper cites an unresolved cited work.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:31:11.732689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 600993ed-84f3-40ca-bba4-15905198417a · outbound

This paper cites an unresolved cited work.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:31:11.719160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a054fb32-53a5-4c2d-bd1c-727ef7b3e3f3 · outbound

This paper cites Long-term prediction of El Ni\~no-Southern Oscillation using reservoir computing with data-driven realtime filter.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Long-term prediction of El Ni\~no-Southern Oscillation using reservoir computing with data-driven realtime filter

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-11T05:31:11.600806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 59793944-28f2-4022-9e6d-b3c996ce33fd · outbound

This paper cites Neural Stochastic Differential Equations: Deep Latent Gaussian Models in the Diffusion Limit.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Neural Stochastic Differential Equations: Deep Latent Gaussian Models in the Diffusion Limit

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T05:31:11.400483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2290321d-7c43-4e33-b9db-b68e79b33bca · outbound

This paper cites Auto-Encoding Variational Bayes.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Auto-Encoding Variational Bayes

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T05:31:11.404672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce006413-71bd-4d4f-9f6e-a42dbc6313a4 · outbound

This paper cites Higgins , author L.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Higgins , author L

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:31:11.705892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 774f5668-697b-4435-a7fc-7c3675fef84c · outbound

This paper cites an unresolved cited work.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:31:11.693382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4e57e9f8-909f-4999-a1b0-e99df66d28ef · outbound

This paper cites Ghil ,\ title title Climate stability for a sellers-type model , \ @noop journal journal Journal of Atmospheric Sciences \ volume 33 ,\ pages 3--20 ( year 1976 ) NoStop.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Ghil ,\ title title Climate stability for a sellers-type model , \ @noop journal journal Journal of Atmospheric Sciences \ volume 33 ,\ pages 3--20 ( year 1976 ) NoStop

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:31:11.680665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b7d085c5-2449-4383-8447-667fc41bd3b8 · outbound

This paper cites an unresolved cited work.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:31:11.669016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bdf3b9d3-ca9d-43b9-b95d-47e1983e278d · outbound

This paper cites Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T05:31:11.424836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb4c762f-1280-4ef5-aa97-71d0c7b49074 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Adam: A Method for Stochastic Optimization

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T05:31:11.428646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1d2c7e5-9f66-46c5-8dd2-781389883caf · outbound

This paper cites an unresolved cited work.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:31:11.656811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 420e00a4-4f3e-4a87-b724-0d9875abce04 · outbound

This paper cites an unresolved cited work.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T05:31:11.435868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b017475-1272-46f1-8d12-2cb51b80ead1 · outbound

This paper cites Lohmann \ and\ author P.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Lohmann \ and\ author P

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:31:11.643324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b1467358-27ba-4209-8223-1b9aa38c3a85 · outbound

This paper cites an unresolved cited work.

Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:31:11.630017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

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