Pith. sign in

Paper Citation Record · LEDGER

Universal Learning of Nonlinear Dynamics

As of 23 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 5 inbound Pith citation observations for arXiv:2508.11990.

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

pith.paper-citation-record.v1
2508.11990 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:28:52.153335Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:40:41.600748Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T10:27:56.991937Z

Reference resolution

47 of 47 outbound references displayed

  • verified exact0
  • verified fuzzy38
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c826f31a-2497-4f64-8ec8-645ddb3935f0 · outbound

This paper cites Beyond rgb: Tri-modal microexpression recognition with rgb, thermal, and event data.

Universal Learning of Nonlinear Dynamics Beyond rgb: Tri-modal microexpression recognition with rgb, thermal, and event data

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.876358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:51.960455Z digest=sha256:904c9ab8f6b0099ce0a317430b0495e291556ec894293b694aafc0b498aab506

Observation cdef86c6-04a7-4328-90af-fd1d2cf92530 · outbound

This paper cites Person re-identification without identification via event anonymiza- tion.

Universal Learning of Nonlinear Dynamics Person re-identification without identification via event anonymiza- tion

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.862048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:51.966236Z digest=sha256:8379bd9d716ea70d31889139e966fbbd45cd3920c3fff47f35a6338ef42560ee

Observation 1c84d7e1-94b4-47ab-a881-c718db6fdf28 · outbound

This paper cites Direct face detection and video reconstruction from event cameras.

Universal Learning of Nonlinear Dynamics Direct face detection and video reconstruction from event cameras

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.848534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:51.970603Z digest=sha256:a5720777ce0a7aec8ddb2da04068efd3dc5afc3cd5ae69ac2edbbd8f36f08bd8

Observation 0abe8cbe-4d07-493f-974f-0021c5067993 · outbound

This paper cites an unresolved cited work.

Universal Learning of Nonlinear Dynamics Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:28:52.834897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:51.975333Z digest=sha256:1ac5598f61a8c33e61d3c5e22846f1ed8b32766215653d720d3a7a36779c0ab8

Observation 258cbc08-a3e2-4cdd-9d63-76031a238695 · outbound

This paper cites Neuromorphic Facial Analysis with Cross-Modal Supervision.

Universal Learning of Nonlinear Dynamics Neuromorphic Facial Analysis with Cross-Modal Supervision

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T17:28:51.979409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:28:51.979409Z digest=sha256:f6e7e5fe87f52a7ec0a4829d224652c3917aa1278277c3e31ea144771dc30291

Observation a8945e7a-fa90-4489-96c4-614407591561 · outbound

This paper cites an unresolved cited work.

Universal Learning of Nonlinear Dynamics Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:28:52.818225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:51.984265Z digest=sha256:a894a91ee4dd793442d277edc6930f8fb4153377b5e55f8de0d5ba6b9d9a0a2f

Observation 0bcc9ca7-1d7b-45dc-99a2-e67009f071da · outbound

This paper cites Neuromorphic Valence and Arousal Estimation.

Universal Learning of Nonlinear Dynamics Neuromorphic Valence and Arousal Estimation

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T17:28:51.988436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:28:51.988436Z digest=sha256:97e8ea5c9639eedcc865c425a13ef66c0db22a50038fe459e0f3a3d6aa541cae

Observation 2c39f3e1-a797-4d11-8152-d1d51bc30070 · outbound

This paper cites Eddd: Event-based drowsiness driving detection through facial motion analysis with neuromorphic vision sensor.

Universal Learning of Nonlinear Dynamics Eddd: Event-based drowsiness driving detection through facial motion analysis with neuromorphic vision sensor

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.804291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:51.992889Z digest=sha256:f76abe194a328a336d38adcf6c826606cb38fde2a2bb7db34ee21e70537ce581

Observation 3d2d820c-40bf-4855-920e-7147650ade67 · outbound

This paper cites Spatio-temporal transformers for action unit classification with event cam- eras, 2024.

Universal Learning of Nonlinear Dynamics Spatio-temporal transformers for action unit classification with event cam- eras, 2024

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.791081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:51.996717Z digest=sha256:ab1bda966bdbe8288e102c34fb5baedad1066dbba914bd4f3da7edbf115f96e6

Observation ce5e0cb8-66e4-46b2-9d32-86d17b956c35 · outbound

This paper cites Chinya, Yongqiang Cao, Sri Harsha Choday, Geor- gios D.

Universal Learning of Nonlinear Dynamics Chinya, Yongqiang Cao, Sri Harsha Choday, Geor- gios D

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.777667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.001245Z digest=sha256:5728dc72581c0a395105a71ff9666002276ccdfca423535431a730a07ff701c5

Observation e9c769ad-a8ef-4d5e-813e-73aeb98a71d2 · outbound

This paper cites an unresolved cited work.

Universal Learning of Nonlinear Dynamics Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:28:52.760410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.005889Z digest=sha256:cebf7e8d83db257ccd149b666dc092575dbb56815376623effa1a6c3a43b90f5

Observation 324e2dc2-117e-4380-8220-2520851fccea · outbound

This paper cites Universal and cultural differences in facial ex- pression of emotion.

Universal Learning of Nonlinear Dynamics Universal and cultural differences in facial ex- pression of emotion

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.744549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.009629Z digest=sha256:4a01a881a31400f50ce216efe504488d13b02db3ed3eb9df7d48c0dec143ead0

Observation 4f3f50dd-a073-4b97-91e9-056b01bbb3db · outbound

This paper cites an unresolved cited work.

Universal Learning of Nonlinear Dynamics Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:28:52.729684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.013760Z digest=sha256:544158880578e97d818b692a6d66b14d8f06d22c7f5a5e48d9dc178f94ab2642

Observation e9cc398f-ab43-4105-81d6-7de36b4ee9b0 · outbound

This paper cites Incorporating learnable membrane time constant to enhance learning of spiking neu- ral networks.

Universal Learning of Nonlinear Dynamics Incorporating learnable membrane time constant to enhance learning of spiking neu- ral networks

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.716123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.017977Z digest=sha256:28ec9d6bfdc02371b8fc7a296f84631b38904188561692ac69e82e398cc464ba

Observation 1417d432-62d1-4c83-9d42-36ff4bfc5ac3 · outbound

This paper cites Friesen and Paul Ekman.

Universal Learning of Nonlinear Dynamics Friesen and Paul Ekman

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.703230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.021732Z digest=sha256:49f9e249089de377aca6557703975bb0106748b3060aad27685dfc25d0dfccfd

Observation c519a6de-3c1f-4648-b6d2-1c3b1ddf7cd1 · outbound

This paper cites v2e: From video frames to realistic dvs events.

Universal Learning of Nonlinear Dynamics v2e: From video frames to realistic dvs events

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.690715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.025169Z digest=sha256:b257ce594e7e06eae3a71c27e49631fdd4f33976f8a6b02922f160bc7c291934

Observation e87d8505-31fa-4928-b8c7-f7237b29ab5a · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Universal Learning of Nonlinear Dynamics Adam: A Method for Stochastic Optimization

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-15T17:28:52.028799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:28:52.028799Z digest=sha256:d7c1a5f9b65164218275ef2877f260a79e1647ba7bc205d1a700d28b58dfb1c0

Observation cfde9b1c-cd5e-4a16-a7b8-e86178b88910 · outbound

This paper cites Advances in facial expression recognition: A survey of methods, benchmarks, models, and datasets.Inf., 15:135, 2024.

Universal Learning of Nonlinear Dynamics Advances in facial expression recognition: A survey of methods, benchmarks, models, and datasets.Inf., 15:135, 2024

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.675625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.033559Z digest=sha256:6f09acd10a6b1d83ed5a45269bf642205849a459b986a2c0410ff3e6612192f4

Observation 895a92d0-7cc4-4e44-ab17-00bba9955ab2 · outbound

This paper cites Foster, Pamela Ventola, Fr ´ed´erick Shic, and Linda G.

Universal Learning of Nonlinear Dynamics Foster, Pamela Ventola, Fr ´ed´erick Shic, and Linda G

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.662039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.037549Z digest=sha256:f20aee9a52eaa2718a4eff5cebd1fff8e0ff10ca07bd52f989b7b453ff215089

Observation a15bb4b4-f62f-4408-a619-4c18b0e4176f · outbound

This paper cites Deep learning for micro-expression recogni- tion: A survey.

Universal Learning of Nonlinear Dynamics Deep learning for micro-expression recogni- tion: A survey

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.648935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.041263Z digest=sha256:988d60a9450b3a60db283df7ef5091f103f1fc79a83c4964141220777fd28a66

Observation fd730df5-e455-4a4b-958d-5084a891c702 · outbound

This paper cites Sgdr: Stochastic gradient descent with warm restarts.

Universal Learning of Nonlinear Dynamics Sgdr: Stochastic gradient descent with warm restarts

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.633457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.044975Z digest=sha256:7d6e066b85f88a2bd8b3ff484a182980fae6447c90b4978eac58c1c495d2810e

Observation 70f92ad6-f4c6-4e45-a3f0-f7f04fd86c56 · outbound

This paper cites Cohn, Takeo Kanade, Jason M.

Universal Learning of Nonlinear Dynamics Cohn, Takeo Kanade, Jason M

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.619379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.048967Z digest=sha256:bf1ea45d97a452556433959791970f5f12201f5abbf61d725c6adeaadc06fcae

Observation 4ac1becf-f0e1-49a1-b8ed-cdcef319fecb · outbound

This paper cites Networks of spiking neurons: The third generation of neural network models.

Universal Learning of Nonlinear Dynamics Networks of spiking neurons: The third generation of neural network models

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.605656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.053052Z digest=sha256:e1e78f7f3caea02f7623e592aa6782756e60b28870d49a91c2e3f46407f7a6a2

Observation 25883fd2-983b-4bf0-8dcf-99fe3c56defa · outbound

This paper cites Arthur, Rodrigo Alvarez-Icaza, An- drew S.

Universal Learning of Nonlinear Dynamics Arthur, Rodrigo Alvarez-Icaza, An- drew S

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.590552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.056931Z digest=sha256:2d279525c242a876f71b913ceb192b0a7b06ee158945679bc1b4c7c1caaafdd6

Observation 2ef0da6d-b7cb-4127-bc27-44a526711083 · outbound

This paper cites Event-based Asynchronous Sparse Convolutional Networks.

Universal Learning of Nonlinear Dynamics Event-based Asynchronous Sparse Convolutional Networks

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T17:28:52.060709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:28:52.060709Z digest=sha256:2fce33355f55bf457a98abe322a12488e2dda335eedd36baffc145d6a9b1cca6

Observation 62c11097-9ee0-49e4-938a-215693c3d94f · outbound

This paper cites Neftci, Hesham Mostafa, and Friedemann Zenke.

Universal Learning of Nonlinear Dynamics Neftci, Hesham Mostafa, and Friedemann Zenke

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.574741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.065600Z digest=sha256:22a0dabc3b69a2f40b65352a6c77591457005db99d4d4a9699e406a5a79fe1eb

Observation 4596b9f9-e2fe-4d9f-8655-c77056c3eeca · outbound

This paper cites High Frame Rate Video Re- construction Based on an Event Camera .IEEE Transactions on Pattern Analysis & Machine Intelligence , 44(05):2519– 2533, 2022.

Universal Learning of Nonlinear Dynamics High Frame Rate Video Re- construction Based on an Event Camera .IEEE Transactions on Pattern Analysis & Machine Intelligence , 44(05):2519– 2533, 2022

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.560823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.069391Z digest=sha256:53b27adfa87858e782f260ec8d95b877bf30ea4e6d54b35e8fcd82d88a669530

Observation 96519d3b-4048-430a-b91a-4fe97fab12aa · outbound

This paper cites Valstar, Ron Rademaker, and Ludo Maat.

Universal Learning of Nonlinear Dynamics Valstar, Ron Rademaker, and Ludo Maat

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.545740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.073650Z digest=sha256:cddfcf5407fd81bf6812b816a7ba176f981b8013d975a6123469e6b7604a78c5

Observation 2e8cc2f8-e404-4fe9-9c42-3f6f7f154407 · outbound

This paper cites A general psychoevolutionary theory of emotion.

Universal Learning of Nonlinear Dynamics A general psychoevolutionary theory of emotion

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.531676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.077901Z digest=sha256:d7cc0c50b6742a16b648b07876bb097ac5e040a4a25c5c17bc66431c65bbab19

Observation 144de7e5-b7a1-4c76-b09e-805cc7f43b3e · outbound

This paper cites Perales L ´opez.

Universal Learning of Nonlinear Dynamics Perales L ´opez

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.517801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.082769Z digest=sha256:86c2513e2dc08db51763766506e52c2dd37fac542ffa431b5502d78184be7443

Observation ba018ff0-066c-4060-8ca6-a42c9c9ee867 · outbound

This paper cites Esim: an open event camera simulator.

Universal Learning of Nonlinear Dynamics Esim: an open event camera simulator

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.503962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.086913Z digest=sha256:a817a6dc0f4e9c1dbf0ceda570596bec094b3dd8081b51b2a7e641a4a4fd2d32

Observation edbbffa8-4142-48d2-a7fd-9b0686d42292 · outbound

This paper cites Mahony, and Davide Scaramuzza.

Universal Learning of Nonlinear Dynamics Mahony, and Davide Scaramuzza

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.489966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.090417Z digest=sha256:222dd293ef7fc4d44cc943cf4b93addc558dadedb985d8b88a77d374eba19502

Observation 3e2edb8e-3448-4f8b-9d3c-4a6b927d4115 · outbound

This paper cites TenHouten.

Universal Learning of Nonlinear Dynamics TenHouten

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.475389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.093905Z digest=sha256:df38b68952cd204103235fafe6f954ba64537076592102ce23cbac978cbc7460

Observation e0c55bd5-e26e-4645-9455-42a8e76b5ca8 · outbound

This paper cites Learning spatiotemporal features with 3d convolutional networks.

Universal Learning of Nonlinear Dynamics Learning spatiotemporal features with 3d convolutional networks

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.461854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.097534Z digest=sha256:c43a8e0c6bbca6409d9a6cb3f599b2c268e819e1cde756708f4c88bbf8c856d8

Observation e0edb722-bafd-4939-90cb-0ba2b10d9513 · outbound

This paper cites Sl- animals-dvs: event-driven sign language animals dataset.

Universal Learning of Nonlinear Dynamics Sl- animals-dvs: event-driven sign language animals dataset

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.446626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.101355Z digest=sha256:2e06768da2919978e7cac5fa4992580cf35e7b29f99272222021e6c932aa12e1

Observation d325d026-f487-473e-83d9-3aff3a3f7518 · outbound

This paper cites Event- based gesture and facial expression recognition: A compara- tive analysis.

Universal Learning of Nonlinear Dynamics Event- based gesture and facial expression recognition: A compara- tive analysis

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.432525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.105622Z digest=sha256:1b490d5b82a796f5c35de6dfdf25908419478454708efd27c6999b353728dcf5

Observation 2104c982-ca27-44d4-a0c0-5742533a7600 · outbound

This paper cites evtrans- fer: A transfer learning framework for event-based facial ex- pression recognition, 2025.

Universal Learning of Nonlinear Dynamics evtrans- fer: A transfer learning framework for event-based facial ex- pression recognition, 2025

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.412304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.109442Z digest=sha256:c8dd92fda42c3c05918686319f55e73cbcecf3d7742757c0311d3baa2ba17efd

Observation 809d9a2f-b0db-454b-8336-f6819dd4c83e · outbound

This paper cites Real-time driver drowsiness detection using facial action units.

Universal Learning of Nonlinear Dynamics Real-time driver drowsiness detection using facial action units

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.395514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.115678Z digest=sha256:17f83502a47d7fd79ef84371e262843d9669178c3e0532227e5d493a53dc6a0a

Observation 6ec1c5ef-3f82-4750-bd72-30a9e5a3f0a6 · outbound

This paper cites Movellan.

Universal Learning of Nonlinear Dynamics Movellan

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.374988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.121039Z digest=sha256:d8d2e0f14b94f0001b21b65e377c2ef5a7f896d0639cd0b9c7f4c555d32460e6

Observation 05b38bec-9293-44e6-b135-3d9b573f4126 · outbound

This paper cites A multi-modal driver emotion dataset and study: In- cluding facial expressions and synchronized physiological signals.

Universal Learning of Nonlinear Dynamics A multi-modal driver emotion dataset and study: In- cluding facial expressions and synchronized physiological signals

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.354895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.125266Z digest=sha256:b3f5b9de5e4ebe91c2f36ccb579d983323abe0057ffa95ba154d3f6bd3c555e5

Observation ff890334-dac4-479a-8ad1-8183e5eb184d · outbound

This paper cites Joint face detection and facial expression recognition with mtcnn.

Universal Learning of Nonlinear Dynamics Joint face detection and facial expression recognition with mtcnn

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.333738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.128984Z digest=sha256:9759b983403ad6e050edc84948e07674d9779793f30155e2b9d6c769966a9449

Observation 9baacb88-179b-46bf-b0d8-690d4cd0bb3f · outbound

This paper cites an unresolved cited work.

Universal Learning of Nonlinear Dynamics Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:28:52.317193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.133326Z digest=sha256:07a49adf9830d8c7cce10e03dfa0f41f2ade58e2fbb23a5f9f49d6fc78068419

Observation 5b4a6f61-5fb1-46b6-bcb2-586771be79fe · outbound

This paper cites How fast are the leaked facial expressions: The duration of micro-expressions.

Universal Learning of Nonlinear Dynamics How fast are the leaked facial expressions: The duration of micro-expressions

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.299129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.137566Z digest=sha256:e44517b698dddef437e77d8ceed8359f51c21a990f3601c67a6431f7c15bfcd8

Observation 8d7b4a06-7c9e-4c83-a639-13acb32c87d5 · outbound

This paper cites Aide: A vision-driven multi-view, multi- modal, multi-tasking dataset for assistive driving perception.

Universal Learning of Nonlinear Dynamics Aide: A vision-driven multi-view, multi- modal, multi-tasking dataset for assistive driving perception

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.283092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.141297Z digest=sha256:40afdf34517bdccf615a165d842bfc90329c311152a346ba170bb4dc2b1af5d6

Observation 098060e5-da58-4752-a064-20c78eec0e33 · outbound

This paper cites Shan, and Xilin Chen.

Universal Learning of Nonlinear Dynamics Shan, and Xilin Chen

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.268569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.144941Z digest=sha256:1fbe688d931970b7cc1a0591e9b1c803bac96b945e316bb24b17f9239dfce7ba

Observation c779332f-144a-4cab-a33c-c52f36a3c77b · outbound

This paper cites V2ce: Video to continuous events simulator.

Universal Learning of Nonlinear Dynamics V2ce: Video to continuous events simulator

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.254340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.149330Z digest=sha256:17fbd0cf87eb840726d0b031b0c13368eaec0048db27f6c748b9719aadf90b48

Observation f768e1f3-df4d-4efc-8265-c76804305ed5 · outbound

This paper cites Learning to reconstruct high speed and high dynamic range videos from events.

Universal Learning of Nonlinear Dynamics Learning to reconstruct high speed and high dynamic range videos from events

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:28:52.239748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:28:52.153335Z digest=sha256:b640d2a03e055b020fb71bc1a54ac0fe16c722ed3a6a1c4d52056f03fe25eabb

Pith citing papers

Observation d6dfa338-dbc0-4756-b005-f372eb49ec50 · inbound

SFO: Learning PDE Operators via Spectral Filtering cites this paper.

SFO: Learning PDE Operators via Spectral Filtering Universal Learning of Nonlinear Dynamics

Reference 1984

Resolution
unresolved
no resolver link, observed 2026-08-03T08:36:45.564249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:36:45.564249Z digest=sha256:f7599dd2d2401e865fca3f60e711cedf0a9e52cf7a5b9540446875b50ae13344

Observation cc2827b1-10db-4ea9-acf3-928327a76696 · inbound

The Power of Second Order Methods for Sequence Preconditioning cites this paper.

The Power of Second Order Methods for Sequence Preconditioning Universal Learning of Nonlinear Dynamics

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-12T01:46:14.910556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-12T01:36:58.400005Z digest=sha256:4ad45f1d1a6b4cac1abc89a2f9d7e3122a8dfd9bc2dca1a32da7c2ba02727bdc

Observation c375d567-ddfe-4a8f-a6fc-5d0fd62bbb56 · inbound

The Power of Second Order Methods for Sequence Preconditioning cites this paper.

The Power of Second Order Methods for Sequence Preconditioning Universal Learning of Nonlinear Dynamics

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-07-01T13:35:46.681205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-30T22:56:52.617559Z digest=sha256:1ff7db8157e20104190aa8ac7c25234182d80482071400949ca2a538f9daae51

Observation 78e09560-9052-4792-9b3c-00b0ac7e2351 · inbound

Two-Layer Linear Auto-Regressive Models Estimate Latent States cites this paper.

Two-Layer Linear Auto-Regressive Models Estimate Latent States Universal Learning of Nonlinear Dynamics

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-07-03T10:27:56.993439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-27T09:58:20.309479Z digest=sha256:7210395e854640db155fc09aed4d17d7b9471c9c150a16688fbd37d9425f73dc

Observation 7aa115b4-29f2-4b80-bef1-cfbe8e8967f1 · inbound

Spectral Distillation: From Nonlinear Dynamics to Linear State-Space Models cites this paper.

Spectral Distillation: From Nonlinear Dynamics to Linear State-Space Models Universal Learning of Nonlinear Dynamics

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-08T13:40:41.600748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:40:41.600748Z digest=sha256:482ab9ccb7c5a722dcc502c0223d9140917c849fd64a88d752c5a428fb8b731c