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Paper Citation Record · LEDGER

Random Sum-Product Forests with Residual Links

As of 16 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:1908.03250.

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

pith.paper-citation-record.v1
1908.03250 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T14:25:26.493637Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

42 of 42 outbound references displayed

  • verified exact0
  • verified fuzzy34
  • unresolved8
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 43018806-24cd-419b-bd5c-5364a22f80b3 · outbound

This paper cites Learning the structure of sum-product networks via an svd-based algorithm.

Random Sum-Product Forests with Residual Links Learning the structure of sum-product networks via an svd-based algorithm

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 89689e21-c04a-440d-ba34-0ba448896d30 · outbound

This paper cites Random forests.

Random Sum-Product Forests with Residual Links Random forests

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a137ed82-e627-40d9-a268-be15dbde240b · outbound

This paper cites Markov network structure learning: A randomized feature generation approach.

Random Sum-Product Forests with Residual Links Markov network structure learning: A randomized feature generation approach

Reference 12

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 301f35a3-5f7d-4769-bd51-6982194f8aeb · outbound

This paper cites an unresolved cited work.

Random Sum-Product Forests with Residual Links Unresolved cited work

Reference 14

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation b0314baf-00da-4443-89bb-8c43fdcb4aa0 · outbound

This paper cites Learning deep ResNet blocks sequentially using boosting theory.

Random Sum-Product Forests with Residual Links Learning deep ResNet blocks sequentially using boosting theory

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation eaf398b3-2571-4ca2-8945-d8878413373a · outbound

This paper cites Online algorithms for sum-product networks with continuous variables.

Random Sum-Product Forests with Residual Links Online algorithms for sum-product networks with continuous variables

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation bc5be168-0c17-4509-ab50-2b9465b74627 · outbound

This paper cites Jaini, A.

Random Sum-Product Forests with Residual Links Jaini, A

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 4aac4c92-3420-4d7c-9b1b-b7d89e11774a · outbound

This paper cites an unresolved cited work.

Random Sum-Product Forests with Residual Links Unresolved cited work

Reference 18

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation cad8900b-115d-4e1b-8ce9-6af66037580e · outbound

This paper cites an unresolved cited work.

Random Sum-Product Forests with Residual Links Unresolved cited work

Reference 19

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 95d64a59-7347-4ac0-bd1b-2db5ff145b2b · outbound

This paper cites The Neural Autoregressive Distribution Estima- tor.

Random Sum-Product Forests with Residual Links The Neural Autoregressive Distribution Estima- tor

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 64b914cd-c768-4d30-be7e-aa7ed864f644 · outbound

This paper cites Learning Markov network structure with decision trees.

Random Sum-Product Forests with Residual Links Learning Markov network structure with decision trees

Reference 22

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 6f0587e6-41af-4bac-8679-7b8f8f149264 · outbound

This paper cites Poisson sum-product networks: A deep architecture for tractable multivariate poisson distri- butions.

Random Sum-Product Forests with Residual Links Poisson sum-product networks: A deep architecture for tractable multivariate poisson distri- butions

Reference 24

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation a5b87aa8-b7ac-495b-8ab1-acd100a39b1c · outbound

This paper cites Mixed sum-product networks: A deep architecture for hybrid domains.

Random Sum-Product Forests with Residual Links Mixed sum-product networks: A deep architecture for hybrid domains

Reference 25

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 04bbfce2-6f05-4570-8279-c1b1d2e4bb45 · outbound

This paper cites SPFlow: An Easy and Extensible Library for Deep Probabilistic Learning using Sum-Product Networks.

Random Sum-Product Forests with Residual Links SPFlow: An Easy and Extensible Library for Deep Probabilistic Learning using Sum-Product Networks

Reference 26

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a3d3f28d-8fdb-453e-8926-5361b39a57ce · outbound

This paper cites Modeling speech with sum-product networks: Application to bandwidth exten- sion.

Random Sum-Product Forests with Residual Links Modeling speech with sum-product networks: Application to bandwidth exten- sion

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:26.798515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation af600cec-a4da-49f8-9a82-d5844174893f · outbound

This paper cites Random Sum-Product Net- works: A Simple and Effective Approach to Probabilistic Deep Learning.

Random Sum-Product Forests with Residual Links Random Sum-Product Net- works: A Simple and Effective Approach to Probabilistic Deep Learning

Reference 30

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 3fd74efa-f755-4ceb-ac14-1597fcc10e47 · outbound

This paper cites Foundations of Sum-Product Networks for Probabilistic Modeling.

Random Sum-Product Forests with Residual Links Foundations of Sum-Product Networks for Probabilistic Modeling

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:26.763518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 9e1bd9f5-04ed-45c7-b2ac-99f9063fcec8 · outbound

This paper cites Sum-Product Networks: a New Deep Architecture.

Random Sum-Product Forests with Residual Links Sum-Product Networks: a New Deep Architecture

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:26.745709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation bc4c6107-97c6-4674-a989-49da704ae996 · outbound

This paper cites Merging strategies for sum-product networks: From trees to graphs.

Random Sum-Product Forests with Residual Links Merging strategies for sum-product networks: From trees to graphs

Reference 33

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 27e34e29-f02c-4339-bb5d-126f458f363a · outbound

This paper cites Discriminative non-parametric learning of arithmetic circuits.

Random Sum-Product Forests with Residual Links Discriminative non-parametric learning of arithmetic circuits

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:26.709187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 683b8cff-27b4-4d40-9a5a-80b5d6be0f7d · outbound

This paper cites Black box variational inference.

Random Sum-Product Forests with Residual Links Black box variational inference

Reference 35

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 33cc181b-e8eb-4f5e-b4ea-3f40f29445db · outbound

This paper cites Sum-product networks for structured pre- diction: Context-specific deep conditional random fields.

Random Sum-Product Forests with Residual Links Sum-product networks for structured pre- diction: Context-specific deep conditional random fields

Reference 36

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 2cc64ac4-5565-4c70-89ea-83338ddbb41a · outbound

This paper cites an unresolved cited work.

Random Sum-Product Forests with Residual Links Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:25:26.659594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 7f76e490-8e25-4655-b43d-7fe41d5828fb · outbound

This paper cites Learning Sum-Product Networks with Direct and Indirect Variable Interactions.

Random Sum-Product Forests with Residual Links Learning Sum-Product Networks with Direct and Indirect Variable Interactions

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:26.640661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 02a40386-b4fa-4b99-ab58-64a4edb6e948 · outbound

This paper cites Faster attend-infer-repeat with tractable probabilistic models.

Random Sum-Product Forests with Residual Links Faster attend-infer-repeat with tractable probabilistic models

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:26.624503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 837c9cc2-c7ff-478b-bf80-a1cbe38983be · outbound

This paper cites Wilber, and Serge J.

Random Sum-Product Forests with Residual Links Wilber, and Serge J

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:26.608303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation dcf6c591-ce3c-4c37-b800-a0c6c0d6efc7 · outbound

This paper cites Simplifying, Regularizing and Strengthening Sum-Product Network Structure Learning.

Random Sum-Product Forests with Residual Links Simplifying, Regularizing and Strengthening Sum-Product Network Structure Learning

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:26.591584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:25:26.488862Z digest=sha256:a0fc68654c148314fdb542a4bbea1a3f72354c36fdd104ad883a7a2e58e9a512

Observation 629612a0-b558-4775-a2db-b5f33e989248 · outbound

This paper cites Modeling spatial layout for scene image understanding via a novel multiscale sum-product network.

Random Sum-Product Forests with Residual Links Modeling spatial layout for scene image understanding via a novel multiscale sum-product network

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:26.574568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:25:26.493637Z digest=sha256:a5d2dbe7a7015962b1925ef92b1ec76fa84dcfaf73c6dc066957b6bb790d474a

Observation 579ac381-fc72-4939-88e4-9680b64a71b8 · outbound

This paper cites Greedy Part-Wise Learning of Sum- Product Networks.

Random Sum-Product Forests with Residual Links Greedy Part-Wise Learning of Sum- Product Networks

Reference 1998

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:26.814868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:25:26.427211Z digest=sha256:f9d9adabab7710009c396a746c5be49bdc52d7cf557bb5f6b7361bf77e21317c

Observation 85d1f39d-ab7a-4710-a419-4f400edac496 · outbound

This paper cites Efficient principled learning of thin junction trees.

Random Sum-Product Forests with Residual Links Efficient principled learning of thin junction trees

Reference 2001

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:27.153404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:25:26.298424Z digest=sha256:c5e6f2f64fb8ba80113648b75ad7f0e63eca3c3c5bc244e78123d7c946b94868

Observation 17b40dd6-3c19-46e8-9024-ef31e0f7fbe7 · outbound

This paper cites an unresolved cited work.

Random Sum-Product Forests with Residual Links Unresolved cited work

Reference 2006

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:25:27.065984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:25:26.340677Z digest=sha256:264169b5df2cbb3ed296115df921c69353210666a796491708549e373afd1dcf

Observation d2e242fb-8166-4ba4-998e-ea2f7a669501 · outbound

This paper cites Language modeling with Sum-Product Networks.

Random Sum-Product Forests with Residual Links Language modeling with Sum-Product Networks

Reference 2008

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:27.139532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:25:26.304360Z digest=sha256:99c28f666f96d0dfc2cbc2a8b888498c4106a1da24eacf0ed31e03c38b4df4f3

Observation 2e17fbec-4d44-4d22-b394-7a8335fee2f3 · outbound

This paper cites Learning Markov networks with arithmetic circuits.

Random Sum-Product Forests with Residual Links Learning Markov networks with arithmetic circuits

Reference 2010

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:26.877013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:25:26.401941Z digest=sha256:edcfa980404fbc2cccd074181ca8aa75ccb4f6aa79e59cc8226fa1802280fc09

Observation 206f11ba-a897-4f92-9aa2-1b196cf1f7ba · outbound

This paper cites Liang, J.

Random Sum-Product Forests with Residual Links Liang, J

Reference 2011

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:26.908348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:25:26.392400Z digest=sha256:78bc3dfa5d57efbd81a98e8ef52d03e125fcaf898ed2fc484622b7b02e9d0819

Observation a19908cc-2889-411f-b3b3-41cd706d7f60 · outbound

This paper cites Deep residual learning for image recog- nition.

Random Sum-Product Forests with Residual Links Deep residual learning for image recog- nition

Reference 2012

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:27.034193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:25:26.351397Z digest=sha256:2b7b1e19dac99305a0b72285196d51e459f80b37d94f19df61a9f17516a33367

Observation f14d7784-2079-469f-8e78-5293a1de2da8 · outbound

This paper cites Extremely randomized trees.

Random Sum-Product Forests with Residual Links Extremely randomized trees

Reference 2013

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:27.080737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:25:26.335992Z digest=sha256:30a3a587639bad7e9a93336b7935fc52b0f239907d0fefae22861149b4bd1203

Observation e6a21ba8-5b80-416a-a1f2-9ef61a906d0e · outbound

This paper cites Di Mauro, A.

Random Sum-Product Forests with Residual Links Di Mauro, A

Reference 2014

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:27.124415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:25:26.311132Z digest=sha256:8a6a6e485e2b3ac05402bd4a3e774cc8cb78e81ad5710d21213cfabf3570e5f2

Observation c039b6af-921f-49e6-a6be-7649a44ffb9a · outbound

This paper cites Sum product networks for activity recognition.

Random Sum-Product Forests with Residual Links Sum product networks for activity recognition

Reference 2015

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:27.179413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:25:26.286809Z digest=sha256:2764f7824b1b9d7a5fea138b783745d72bfc238500658bd0f48ad1edbbafde1c

Observation 9c115945-aa9c-458d-8311-835baaeb5081 · outbound

This paper cites Learning the Structure of Sum-Product Networks.

Random Sum-Product Forests with Residual Links Learning the Structure of Sum-Product Networks

Reference 2016

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:27.095456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:25:26.331011Z digest=sha256:478255881a0b51b8baa3c0b42c59654e96fa8a25f5124152ad3af2f09fdc7fc2

Observation 1d949a5e-6b14-496d-a6cd-a4c2d1b1f4a4 · outbound

This paper cites Ventola, and Antonio Vergari.

Random Sum-Product Forests with Residual Links Ventola, and Antonio Vergari

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:27.110524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:25:26.318137Z digest=sha256:787f48bf7807966dc6006db379511e5eb93cf44877032fa7900a47aa4c1f9142

Observation 21afd0e5-d312-428f-8b7a-a9669793641e · outbound

This paper cites Density estimation using Real NVP.

Random Sum-Product Forests with Residual Links Density estimation using Real NVP

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-14T14:25:26.323680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:25:26.323680Z digest=sha256:97c698119399f5e24bee809b41df9d00e0b6c12e179116deb650eb7b8606a7f1

Observation 0b026428-94f4-4c90-9078-de215bc35f78 · outbound

This paper cites Newman, Blake D.J., and C.J.

Random Sum-Product Forests with Residual Links Newman, Blake D.J., and C.J

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:26.830495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:25:26.422286Z digest=sha256:79f2c3fbaa2e8f32baa8ce2a0c056964ceae3c34b8fd9df9a6950736c47f0516

Pith citing papers

No inbound Pith citation observations are available.