Paper Citation Record · LEDGER

Multi-Stream Single Shot Spatial-Temporal Action Detection

As of 16 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 1 inbound Pith citation observation for arXiv:1908.08178.

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

pith.paper-citation-record.v1
1908.08178 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T11:50:42.989712Z

measured 27 of 27 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T11:50:42.855390Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-14T11:50:43.076165Z

Reference resolution

26 of 26 outbound references displayed

verified exact1
verified fuzzy22
unresolved1
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7f339d31-0b9c-4b70-a6a8-b61ed13f9dfd · outbound

This paper cites Multi-Stream Single Shot Spatial-Temporal Action Detection.

Multi-Stream Single Shot Spatial-Temporal Action Detection Multi-Stream Single Shot Spatial-Temporal Action Detection

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-08-14T11:50:43.082024Z

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.

Observation c7d9a6ae-e118-44ad-9eea-78cc5f741af0 · outbound

This paper cites Gkioxari and Ma- lik [9] applied a two-stream R-CNN based framework to pro- duce frame level detections, and then linked the result to tubes with a dynamic programming method.

Multi-Stream Single Shot Spatial-Temporal Action Detection Gkioxari and Ma- lik [9] applied a two-stream R-CNN based framework to pro- duce frame level detections, and then linked the result to tubes with a dynamic programming method

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.457697Z

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.

Observation 82e8c3f4-3cef-4500-8f84-b7f8a76438f0 · outbound

This paper cites The architecture of our model is il- lustrated in Fig.1.

Multi-Stream Single Shot Spatial-Temporal Action Detection The architecture of our model is il- lustrated in Fig.1

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.442577Z

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.

Observation e19187b5-90b2-4b4d-89dc-937324482e09 · outbound

This paper cites 2: Details of the inﬂated 3D backbone.

Multi-Stream Single Shot Spatial-Temporal Action Detection 2: Details of the inﬂated 3D backbone

Reference 4

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T11:50:43.426904Z

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.

Observation 97529f97-8c27-43c5-9806-d19e287aa78b · outbound

This paper cites We present an empirical study of the properties of the combinations of 2D RGB, 2D OF, 3D RGB and 3D OF streams.

Multi-Stream Single Shot Spatial-Temporal Action Detection We present an empirical study of the properties of the combinations of 2D RGB, 2D OF, 3D RGB and 3D OF streams

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.411596Z

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.

Observation 8f9394d8-490f-4ed3-9175-cdea70bbfbc5 · outbound

This paper cites UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild.

Multi-Stream Single Shot Spatial-Temporal Action Detection UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T11:50:42.885338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 431132e3-a58e-453d-80d7-4174ebb113f1 · outbound

This paper cites Two-stream convo- lutional networks for action recognition in videos,.

Multi-Stream Single Shot Spatial-Temporal Action Detection Two-stream convo- lutional networks for action recognition in videos,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.395910Z

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.

Observation 9e573844-235c-4b9e-8841-235b3e286486 · outbound

This paper cites Action recognition with im- proved trajectories,.

Multi-Stream Single Shot Spatial-Temporal Action Detection Action recognition with im- proved trajectories,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.380433Z

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.

Observation b20aa00e-ab3c-482d-8253-8c061ddfcb0b · outbound

This paper cites Learn- ing to track for spatio-temporal action localization,.

Multi-Stream Single Shot Spatial-Temporal Action Detection Learn- ing to track for spatio-temporal action localization,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.365142Z

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.

Observation 11725eea-9a14-49e7-bc2c-476f87091d3f · outbound

This paper cites Large-scale video classiﬁca- tion with convolutional neural networks,.

Multi-Stream Single Shot Spatial-Temporal Action Detection Large-scale video classiﬁca- tion with convolutional neural networks,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.349373Z

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.

Observation 53f96ada-578b-4389-85e3-dbd3583a3a00 · outbound

This paper cites Quo vadis, action recog- nition? a new model and the kinetics dataset,.

Multi-Stream Single Shot Spatial-Temporal Action Detection Quo vadis, action recog- nition? a new model and the kinetics dataset,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.333143Z

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.

Observation faa873e8-79db-4131-be09-10990bcc7b35 · outbound

This paper cites Learning spatio-temporal representation with pseudo-3d residual networks,.

Multi-Stream Single Shot Spatial-Temporal Action Detection Learning spatio-temporal representation with pseudo-3d residual networks,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.317624Z

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.

Observation 0dccd7ae-304d-4e8e-9149-200c6ea414c7 · outbound

This paper cites Multi-region two-stream R- CNN for action detection,.

Multi-Stream Single Shot Spatial-Temporal Action Detection Multi-region two-stream R- CNN for action detection,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.300946Z

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.

Observation 0ec2d0d8-4046-421b-94d6-edc2a1423658 · outbound

This paper cites Finding action tubes,.

Multi-Stream Single Shot Spatial-Temporal Action Detection Finding action tubes,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.283670Z

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.

Observation c0ecfa7b-3661-4173-9ed9-a0e869441d4f · outbound

This paper cites Ava: A video dataset of spatio-temporally localized atomic visual ac- tions,.

Multi-Stream Single Shot Spatial-Temporal Action Detection Ava: A video dataset of spatio-temporally localized atomic visual ac- tions,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.269414Z

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.

Observation 57c0c62d-f275-47de-b9cb-432192ed7d2c · outbound

This paper cites Deep learning for detecting multiple space-time action tubes in videos,.

Multi-Stream Single Shot Spatial-Temporal Action Detection Deep learning for detecting multiple space-time action tubes in videos,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.252616Z

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.

Observation 515dbe42-d447-4807-8704-9f1971942d22 · outbound

This paper cites Online real-time multiple spatiotemporal action localisation and prediction,.

Multi-Stream Single Shot Spatial-Temporal Action Detection Online real-time multiple spatiotemporal action localisation and prediction,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.237343Z

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.

Observation 3f869e18-729a-4796-adbf-f2eb53a952a9 · outbound

This paper cites Action tubelet detector for spatio-temporal action localization,.

Multi-Stream Single Shot Spatial-Temporal Action Detection Action tubelet detector for spatio-temporal action localization,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.220683Z

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.

Observation aef653ec-1b8c-4586-a7ec-99bf3317b9dd · outbound

This paper cites SSD: single shot multibox de- tector,.

Multi-Stream Single Shot Spatial-Temporal Action Detection SSD: single shot multibox de- tector,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.204606Z

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.

Observation 7bdc8e4a-e9c7-4558-9a22-ea95ea186122 · outbound

This paper cites 3d convolutional neural networks for human action recognition,.

Multi-Stream Single Shot Spatial-Temporal Action Detection 3d convolutional neural networks for human action recognition,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.188145Z

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.

Observation d881175b-ba57-4a98-b248-6a1cb56e293a · outbound

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

Multi-Stream Single Shot Spatial-Temporal Action Detection Learning spatiotemporal features with 3d convolutional networks,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.169698Z

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.

Observation 8a3a3382-0b41-4f16-bb80-e18ce62746b5 · outbound

This paper cites An End-to-end 3D Convolutional Neural Network for Action Detection and Segmentation in Videos.

Multi-Stream Single Shot Spatial-Temporal Action Detection An End-to-end 3D Convolutional Neural Network for Action Detection and Segmentation in Videos

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-14T11:50:43.040922Z

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.

Observation c3a09ad3-f2a0-499d-8994-7ea0da981f92 · outbound

This paper cites High accuracy optical ﬂow estimation based on a the- ory for warping,.

Multi-Stream Single Shot Spatial-Temporal Action Detection High accuracy optical ﬂow estimation based on a the- ory for warping,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.152250Z

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.

Observation 130fa65d-402e-4f9d-9801-0aabb0e4d4aa · outbound

This paper cites Con- volutional two-stream network fusion for video action recognition,.

Multi-Stream Single Shot Spatial-Temporal Action Detection Con- volutional two-stream network fusion for video action recognition,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.135557Z

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.

Observation 17401b76-b582-45e8-a2b6-4857fa31179c · outbound

This paper cites Tube convolutional neural network (t-cnn) for action detection in videos,.

Multi-Stream Single Shot Spatial-Temporal Action Detection Tube convolutional neural network (t-cnn) for action detection in videos,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.117652Z

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.

Observation 9cf89abb-1f1d-45e7-abad-9bd2bbfccf17 · outbound

This paper cites YOLO9000: better, faster, stronger,.

Multi-Stream Single Shot Spatial-Temporal Action Detection YOLO9000: better, faster, stronger,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:50:43.100394Z

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.

Pith citing papers

Observation 7f339d31-0b9c-4b70-a6a8-b61ed13f9dfd · inbound