Pith. sign in

Paper Citation Record · LEDGER

Random Sum-Product Forests with Residual Links

As of 22 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 2026-08-22T06:32:14.747728+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
  • metadata mismatch0

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
raw_fallback, observed 2026-08-14T14:25:27.195853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.280147Z digest=sha256:36ce8f09fb4be904a0db41a2746f3e5b3680176ec1bf1b0a789524afb6569cd4

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

This paper cites Random forests.

Random Sum-Product Forests with Residual Links Random forests

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-14T14:25:26.292775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:25:26.292775Z digest=sha256:28a1cc5ae6014d3331c07ab76f933e63c227264d54819426f512f1e6720578e4

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
verified fuzzy
raw_fallback, observed 2026-08-14T14:25:27.050651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.346424Z digest=sha256:31593c5a1021145946376ff7d05727ae5bb25935a1a93ce005d7ea0d4ff43adc

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
unresolved
raw_fallback, observed 2026-08-14T14:25:27.018160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.356503Z digest=sha256:0741ce767a3afe538ed634c98a3a9daafacdb16792c67da6d131fa8f317bb563

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
raw_fallback, observed 2026-08-14T14:25:27.001238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.362722Z digest=sha256:3037cf921ac1d7b2ef3e199359295180ba1cc6bd370bc3074b426d3ba8a0831f

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
raw_fallback, observed 2026-08-14T14:25:26.984258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.367713Z digest=sha256:8da5f593cd97b601f5a4befda1e10a0a544ed6a7f70c70c987ecee376d8874d2

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
raw_fallback, observed 2026-08-14T14:25:26.969634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.372394Z digest=sha256:e6829a7dc45cc06c4c470330fa97729268b3831e788170bca81a3ddbe25eaa31

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
unresolved
raw_fallback, observed 2026-08-14T14:25:26.954405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.377243Z digest=sha256:5f0fbd3cec72a49eef3be3c2028cca031191f06c6b7acd80296f0dddb4a0c0a7

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
raw_fallback, observed 2026-08-14T14:25:26.938333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.382211Z digest=sha256:24e365877254f17e79ab25d1a0ddc8b0aa3befe6bf37e5bf224b032894660252

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
raw_fallback, observed 2026-08-14T14:25:26.924185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.387503Z digest=sha256:c45bfa118de05d96d7267ac39160d95f9ced115af8748ccc56f38d7d8de6d970

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
raw_fallback, observed 2026-08-14T14:25:26.892971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.397274Z digest=sha256:c70dbd180f595344872dff95b959020b0124190879e2d253e1e1d74be1fefc73

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
raw_fallback, observed 2026-08-14T14:25:26.861297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.406799Z digest=sha256:8a2c7074dd36d9959819e1d851f8b72a3e08c0fd73c3ee0488add93ea19c5fa8

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
raw_fallback, observed 2026-08-14T14:25:26.846159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.412010Z digest=sha256:0d12bbc7459a5a1847612c1ba6eff1c650abbd6487c0b6413d1f6487cb77ea22

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
unresolved
no resolver link, observed 2026-08-14T14:25:26.416660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:25:26.416660Z digest=sha256:5b07f19cde60026b9e2f40475c39993f3aca7b18ce5a61637d32d7ae10d1e983

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.431627Z digest=sha256:758abab056ff2e57b762421e87c5288576f30883a9397e1a75d454ea5b885f55

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
raw_fallback, observed 2026-08-14T14:25:26.781264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.436150Z digest=sha256:c5c45275e12c6c23212fa0631f0c17d5da8414c87dc3433d3e914430b34940d4

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.440754Z digest=sha256:93df5c613723731cc8094b6bb1abd571009bb40305a2b2654a60500e40f3243d

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.445257Z digest=sha256:89791c4f4e825d0bedb0cfda106ba77d8e8bd78e3a40781670bafdb52e238e4f

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
raw_fallback, observed 2026-08-14T14:25:26.727736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.449876Z digest=sha256:586e86cd2e20e1dbb36ad08c5a0642671f9eb7b6609b5ba624d8531e85fc02f0

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.454348Z digest=sha256:64cd36c433d379ec169786866c9c72ef4dbfeb3ba48faad3cc42c702a9550285

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
raw_fallback, observed 2026-08-14T14:25:26.690773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.459511Z digest=sha256:0bd192402f84b1e63e993c5c862ad6ba2bb8ceacb94546b3fddf843ee86ea9af

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
raw_fallback, observed 2026-08-14T14:25:26.675814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.464456Z digest=sha256:32391cccd226579167ea4580377b5938b710f2b3826e47e38d6b486604bd8f0b

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.469966Z digest=sha256:25e0c749683e92d09568174705b79598928951ce06f6c9fc76154edec74a3f95

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.474868Z digest=sha256:980690ebbf1aa04cd09f6fe25555114258cd126f9a2aeb6371935b59a4141166

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.479545Z digest=sha256:224bf85e3f48b81a9dd3d38e5f542aa4b2bbcda5e75123fc0ecc10778743fa49

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.484005Z digest=sha256:e24f7bc564f5d28266254772c96f656351bd034a9e179433d9e6f1241c0e0afc

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.488862Z digest=sha256:c9adfb9615e7680c0dea60e133d6a8212c698228d4a3e93e57268c67b3832edd

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.493637Z digest=sha256:dbfbea290a9a84a735f616b6da2579358885807268aed63769cacc7242f7004e

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.427211Z digest=sha256:c9a4cb4635d0f0cadabd65163e1c7fe8a5f1d0e912fe6a8618894b95c7afe930

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.298424Z digest=sha256:4c53f87c7c2fc6e35ed4c1c0c8e285e964d331d83f17eb3b4b91c2afe6404f21

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.340677Z digest=sha256:4cf63203b256edb34ed3b410c102fff5aa6c679636b12e79c2a9ff13a1aa2d0a

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.304360Z digest=sha256:a00eef41b04e293723cc508d6ac8a21e063307d21941acf54290071088722bd1

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.401941Z digest=sha256:5550591a1463afe89a60079562669ef72baa1a808a72f7ff70a388a6d6530700

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.392400Z digest=sha256:92136deb7758f80e802ee1e494489ce0db9481782df90f2f7f70ebc8ae2b5962

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.351397Z digest=sha256:5621a7fa1d34c8ff137277c4218e15980740c3cfabc2d727932751de943f0a5d

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.335992Z digest=sha256:eb5a750eee24f3d4a635fc16bf3b36698527fe9691e4ec23cdee08fb6d4f67b9

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.311132Z digest=sha256:9f37e33bdc89f9b5c08334d65fc670766c0674a262df31555a736d84b06e40e6

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.286809Z digest=sha256:1731d8bc3a3dcc3fd6255789364c5bd387de56f7f5b4c62ab7084774f2ef3974

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.331011Z digest=sha256:22d8edf0f76ec75c64ef6faf899ff39532f2ad530eeea1fb3e450636925f2c6b

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.318137Z digest=sha256:81ecb95575568b52f6845b41d17538b038cd36f9b0e7e382cd3e3d50e7f35848

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:da73cbb49368bcb1b652555059029a615b45ba01d5f194a9301242ce342b58f6

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:25:26.422286Z digest=sha256:50559ada69202584c69e77f08a4edf1a3b92f9d6913fe11f32e7522a4d94c675

Pith citing papers

No inbound Pith citation observations are available.