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Paper Citation Record · LEDGER

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization

As of 8 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2507.06411.

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

pith.paper-citation-record.v1
2507.06411 v2

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:11:23.167054Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

70 of 70 outbound references displayed

  • verified exact4
  • verified fuzzy54
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3bb0926f-8a10-4230-ad41-a85e8fd943c2 · outbound

This paper cites Vivit: A video vision transformer.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Vivit: A video vision transformer

Reference 1

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:20.882065Z digest=sha256:6f86891d0d7f47bd89c8514d0e0e0214e38145ae1ec2ce024cf31dfea6214ef6

Observation 1a6680cb-8762-4391-81b7-ce41f8b5dd50 · outbound

This paper cites Boundary content graph neural network for temporal action proposal generation.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Boundary content graph neural network for temporal action proposal generation

Reference 2

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raw_fallback, observed 2026-08-06T19:11:23.708965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:20.974232Z digest=sha256:cfc065dc9e64c4708c7063ae8938ab5e4b42aba119126e16925411b4bce93bf1

Observation cb8ad928-f109-4993-988f-da3c892ed12d · outbound

This paper cites Is space-time attention all you need for video understanding? In ICML, volume 2, pp.\ 4, 2021.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Is space-time attention all you need for video understanding? In ICML, volume 2, pp.\ 4, 2021

Reference 3

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Source-reported events for the cited work

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Observation 9782d516-15c3-407c-8a6e-4a0bd220198b · outbound

This paper cites Activitynet: A large-scale video benchmark for human activity understanding.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Activitynet: A large-scale video benchmark for human activity understanding

Reference 4

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no resolver link, observed 2026-08-06T19:11:21.058893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:11:21.058893Z digest=sha256:b76d727254dc0cbe0620c8134213d3625ea5878af8bc27970c0707b91f0c4aa6

Observation 0c634ced-25c8-4600-9973-d200475574cd · outbound

This paper cites End-to-end object detection with transformers.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization End-to-end object detection with transformers

Reference 5

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no resolver link, observed 2026-08-06T19:11:21.198988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:11:21.198988Z digest=sha256:78bb04812ed6370fad50fe7511ee25101079ee0babc7262272f1119b1d06545d

Observation 327cb808-0ffb-4d79-aa55-de7b86fc4cc0 · outbound

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

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Quo vadis, action recognition? a new model and the kinetics dataset

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.683764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:21.379207Z digest=sha256:69087ba3f39a70eb4a6dd3da11244736ce43cdec29abb484c1fdc6ca1709400b

Observation 6863284a-d72a-4c8a-84fa-63c2c7ceb57a · outbound

This paper cites Augmented transformer with adaptive graph for temporal action proposal generation.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Augmented transformer with adaptive graph for temporal action proposal generation

Reference 7

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raw_fallback, observed 2026-08-06T19:11:23.676383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:21.556748Z digest=sha256:c7c8ee966bfa7918c3ab6e2de3c706f68df9207e13f9a5438ecf8e27e3081842

Observation 30450159-c52c-4a87-beac-7eb5948a846a · outbound

This paper cites Rethinking the faster r-cnn architecture for temporal action localization.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Rethinking the faster r-cnn architecture for temporal action localization

Reference 8

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raw_fallback, observed 2026-08-06T19:11:23.668516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:21.763088Z digest=sha256:0855e27cf24e7199085dffe796927452b678aee835f8899035c5da44740a0926

Observation d4f852a2-815a-4477-b816-6ebe8d60bf88 · outbound

This paper cites Dcan: improving temporal action detection via dual context aggregation.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Dcan: improving temporal action detection via dual context aggregation

Reference 9

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verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.660802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:21.874784Z digest=sha256:f56f0ed2bc7b1afb2084565e051963ba5814f4acaf83bc6017bc46078ea3508d

Observation aaa63d1a-3dde-4081-8385-85de56afb3a8 · outbound

This paper cites Tallformer: Temporal action localization with a long-memory transformer.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Tallformer: Temporal action localization with a long-memory transformer

Reference 10

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raw_fallback, observed 2026-08-06T19:11:23.652883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.026525Z digest=sha256:6d116636b48e83cf757f2561419f3e05811515f5ed58bf20f1bb09692df617cd

Observation a8bf9b64-ab4f-4b31-86f5-5fb2db2f5d0b · outbound

This paper cites Openmmlab's next generation video understanding toolbox and benchmark.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Openmmlab's next generation video understanding toolbox and benchmark

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:11:22.154217Z digest=sha256:3c9984c546410245fff1ca7999acd8b9758715a8ed04ad627069f20a9b7fb190

Observation e765b488-c8e5-4a74-8f5b-c6eea73b8db1 · outbound

This paper cites Ms-tct: multi-scale temporal convtransformer for action detection.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Ms-tct: multi-scale temporal convtransformer for action detection

Reference 12

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verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.640570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.275358Z digest=sha256:921e03299f77a60415db59d9c93f01bf1a62ae9b3e946bba4a92bf217880baa0

Observation 41181fe8-18c4-42e2-b456-b7f798de1df3 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:11:22.366775Z digest=sha256:d807581fb78f91f2946bb20a0497594d07ad3d9a2569d37c595778c4d9ccbf7e

Observation d6414fb9-bf20-4370-b0eb-407a5bb10e51 · outbound

This paper cites Multiscale vision transformers.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Multiscale vision transformers

Reference 14

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raw_fallback, observed 2026-08-06T19:11:23.633355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.574892Z digest=sha256:686c4c4c17b4440fa008ca7ad6d28128bed982d7d2fb001065c6f2db523f67a2

Observation c0af44ff-4227-437a-ac75-cf3b2abb29de · outbound

This paper cites Holistic interaction transformer network for action detection.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Holistic interaction transformer network for action detection

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.626452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.710028Z digest=sha256:293836166f7842e4761285d9e07fc2e26cff5e448439a71045e75868305bc498

Observation 04de8b7a-b8ab-4551-ab38-20b72a4a01e6 · outbound

This paper cites Turn tap: Temporal unit regression network for temporal action proposals.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Turn tap: Temporal unit regression network for temporal action proposals

Reference 16

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raw_fallback, observed 2026-08-06T19:11:23.618786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.790682Z digest=sha256:d258fa351f7423152949fd677293e29db7d72b116bd8245502d716413465fd44

Observation 240de063-86ec-4962-a022-71f3f39a3f55 · outbound

This paper cites Temporal Action Localization with Multi-temporal Scales.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Temporal Action Localization with Multi-temporal Scales

Reference 17

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verified exact
local_arxiv, observed 2026-08-06T19:11:23.246231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.811371Z digest=sha256:6f1ca19e7d69c56f7c7ce5e4439150c00afd0d41aff3671d29bc0fb35bbeafc3

Observation 6711909a-2893-4e8e-b1cd-699a3ee982eb · outbound

This paper cites in the wild.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization in the wild

Reference 18

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verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.611809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.845000Z digest=sha256:12264c3020e63e69f78ef2afbc14de6d284590fe79cd61fcacb49a7b26172062

Observation 4dd352be-2111-4088-a5b9-6d6783af75d8 · outbound

This paper cites Action-aware masking network with group-based attention for temporal action localization.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Action-aware masking network with group-based attention for temporal action localization

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.604772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.885940Z digest=sha256:a3a2325c43072057ecf7595ac9a5013029fb9f9da2bed80f368ac7020a812221

Observation 4c19e4c0-3d27-4554-a5e3-699b31c7fa22 · outbound

This paper cites Neighbor-guided pseudo-label generation and refinement for single-frame supervised temporal action localization.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Neighbor-guided pseudo-label generation and refinement for single-frame supervised temporal action localization

Reference 20

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raw_fallback, observed 2026-08-06T19:11:23.597128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.927948Z digest=sha256:9e0fcf0c6fac94c853a3bcc3a8b98e5216ae9910573664d1441526b1148b1939

Observation 6fb3f299-0c4e-49a4-b48c-595d13dd8ab0 · outbound

This paper cites Detal: open-vocabulary temporal action localization with decoupled networks.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Detal: open-vocabulary temporal action localization with decoupled networks

Reference 21

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raw_fallback, observed 2026-08-06T19:11:23.590044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.985536Z digest=sha256:6bbf4557eb8da64b0c3aa614f87d6e83dae52cfd39bc21d5bb6ecbff8826b47b

Observation 859dc22b-f09f-4787-8780-e2357b58487b · outbound

This paper cites Learning salient boundary feature for anchor-free temporal action localization.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Learning salient boundary feature for anchor-free temporal action localization

Reference 22

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raw_fallback, observed 2026-08-06T19:11:23.582813Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.995657Z digest=sha256:c3a3873db70e8e9d52cddd7a5f878d99041650d1ac2d04c40f7387d2944be53c

Observation ca82a19b-7fbf-434a-9187-3f2e604a1885 · outbound

This paper cites Single shot temporal action detection.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Single shot temporal action detection

Reference 23

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raw_fallback, observed 2026-08-06T19:11:23.574750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.002110Z digest=sha256:eaed3e27575d98063c046df52eb623f33475f72367f49fa314f4c0820c431ff9

Observation 95afcfe7-074f-4ccf-b11c-4765061e1b51 · outbound

This paper cites Bsn: Boundary sensitive network for temporal action proposal generation.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Bsn: Boundary sensitive network for temporal action proposal generation

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.567051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.008857Z digest=sha256:ce8f4655ad0edbd564a92daf3029d99bb4af6fa574651bc55ac773b0d28d3701

Observation de3e779b-8009-4128-b12e-32670a8100bf · outbound

This paper cites Bmn: Boundary-matching network for temporal action proposal generation.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Bmn: Boundary-matching network for temporal action proposal generation

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.559452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.016258Z digest=sha256:b1ca4aeb9c81390777915e6e09a021cd8fdfd5fba2a4ca2d21f7606dda06628c

Observation e6973668-f611-4570-be4e-a22b16f01c0a · outbound

This paper cites Harnessing Temporal Causality for Advanced Temporal Action Detection.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Harnessing Temporal Causality for Advanced Temporal Action Detection

Reference 26

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no resolver link, observed 2026-08-06T19:11:23.021340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:11:23.021340Z digest=sha256:9ebbb2eb81925dc4c6c95d2a3af4150c750cc0c5a0e0af679abcb93a62f38e6c

Observation 0c8b3da9-f5bb-4c1b-8fca-af46187bce2e · outbound

This paper cites End-to-end temporal action detection with 1b parameters across 1000 frames.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization End-to-end temporal action detection with 1b parameters across 1000 frames

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.551339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.027800Z digest=sha256:c4cc4d30732c7290837c1ebc755d22bde91293beaa2d2700d95549c387a1e591

Observation 7a8f4e84-fc8e-45bc-b238-3e666bbf8ae2 · outbound

This paper cites End-to-end temporal action detection with transformer.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization End-to-end temporal action detection with transformer

Reference 28

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verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.543891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.031999Z digest=sha256:4bcc6d4f7aa2f2d104ac585491e6a6fe8b5c34d29ed888211ab67ada976bff69

Observation 3284d5ba-1d59-45d3-9d8a-132cc6c0109a · outbound

This paper cites Video swin transformer.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Video swin transformer

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.536661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.034463Z digest=sha256:7762fca28d360b055d5c65d098c7ad9b0de6ee9a6a94c4a32d8d662904473d2b

Observation 5c719a37-5f5f-42e4-8ce3-9025928bdd05 · outbound

This paper cites Gaussian temporal awareness networks for action localization.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Gaussian temporal awareness networks for action localization

Reference 30

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verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.529622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.039044Z digest=sha256:e08db401055edc99286abacd08138169ab692aa4156894017694bf969ad65d46

Observation 0d463549-f33c-4d39-96bc-ae19eda9a1a0 · outbound

This paper cites Enhancing temporal action localization in an end-to-end network through estimation error incorporation.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Enhancing temporal action localization in an end-to-end network through estimation error incorporation

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.522149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.046980Z digest=sha256:34469a522c472aa97ae6ec31adb8903f5c43f440bfd214eaf3609b134a47bd7d

Observation bbef79e8-014e-4218-80f5-5a7984048065 · outbound

This paper cites Srfnet: selective receptive field network for human pose estimation.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Srfnet: selective receptive field network for human pose estimation

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.514061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.049789Z digest=sha256:8a62adeeb177624301e4d4567fab5e5d699b229906a841fa560d325a021d3bb4

Observation efcbffab-40ec-49ce-a1ae-d3970240d499 · outbound

This paper cites Temporal context aggregation network for temporal action proposal refinement.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Temporal context aggregation network for temporal action proposal refinement

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.506362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.053564Z digest=sha256:5ca25c00d14b17bdd043340f099c0e83a8693a34fef15bd06ce587b310760680

Observation 22bce5a9-0c6e-4c58-9dd8-580b5927aefe · outbound

This paper cites Action sensitivity learning for temporal action localization.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Action sensitivity learning for temporal action localization

Reference 34

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verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.498985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.056671Z digest=sha256:ee74ec4de1f6106bb9d0b8d622f57ada0970e9f95428efe86d92f050760b62dc

Observation 5c0dfac6-2d64-4d58-934c-3357115886fb · outbound

This paper cites Tridet: Temporal action detection with relative boundary modeling.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Tridet: Temporal action detection with relative boundary modeling

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.491370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.059972Z digest=sha256:41236c2191d9c32a300032066e52eedc5e2cdbc85f9355c7704cfe48882e0b25

Observation 78417488-ee44-4a23-81ee-d9b17cab55b5 · outbound

This paper cites Temporal action localization in untrimmed videos via multi-stage cnns.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Temporal action localization in untrimmed videos via multi-stage cnns

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.483508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.062643Z digest=sha256:274c9fde022d39ccfe376773a6a4778a5b78996fa98aed3b7985471cc06263fb

Observation e9e7f9d9-ff23-44d9-a000-b20761680ec0 · outbound

This paper cites Cdc: Convolutional-de-convolutional networks for precise temporal action localization in untrimmed videos.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Cdc: Convolutional-de-convolutional networks for precise temporal action localization in untrimmed videos

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.474864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.065493Z digest=sha256:33de128c1b07bda1b8188f58cb3fd41ffa672625ea165f404f4a480da088e452

Observation 2b82db44-5300-4a38-8c26-e0b5024e6417 · outbound

This paper cites Bsn++: Complementary boundary regressor with scale-balanced relation modeling for temporal action proposal generation.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Bsn++: Complementary boundary regressor with scale-balanced relation modeling for temporal action proposal generation

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.466724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.069889Z digest=sha256:1c05ba77535b93b611b4434d2d2823d84046aefe3652fc4d75164a7ef9ac9a65

Observation d016328b-9815-42a7-8e47-6f86ce01b886 · outbound

This paper cites Pcg-tal: Progressive cross-granularity cooperation for temporal action localization.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Pcg-tal: Progressive cross-granularity cooperation for temporal action localization

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.458945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.076577Z digest=sha256:b93ae157949fa19f692cc3287dc82e5172a85af6392c7bd57161366cf94b9855

Observation 7f8b5e62-c450-4f27-99da-de03b14fe008 · outbound

This paper cites Relaxed transformer decoders for direct action proposal generation.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Relaxed transformer decoders for direct action proposal generation

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.451250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.079312Z digest=sha256:23be0271d91a90508c69df377a9279ef2086e3f2c15b3ad7ffc4997a8cb9b9f8

Observation 7bdc6940-f170-476e-bb43-3beb2f367d2c · outbound

This paper cites Learnable feature augmentation framework for temporal action localization.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Learnable feature augmentation framework for temporal action localization

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.443523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.082217Z digest=sha256:1608730ed5a65b24f90b58481155a8867dfd1e33f8c170fcecfe5ee23d6532ba

Observation 858549a1-5c71-4a3d-9a5b-9b4345373b48 · outbound

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

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Learning spatiotemporal features with 3d convolutional networks

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:23.084608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:11:23.084608Z digest=sha256:5736d194a9f8af63585b234a196c6140549069e12a20f63f806b4b3257605236

Observation 9acc4167-d534-4981-91de-1a539a0ca6c8 · outbound

This paper cites A closer look at spatiotemporal convolutions for action recognition.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization A closer look at spatiotemporal convolutions for action recognition

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.430511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.087383Z digest=sha256:f45e92bcccd8360f8d5af068a11421f169421208d79b6e098d4c83082e0c9f10

Observation 16d6cb2b-4559-4e9e-9014-407f9cf09e9c · outbound

This paper cites Attention is all you need.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Attention is all you need

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:23.089697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:11:23.089697Z digest=sha256:9905e9ca90a1edb9d690a21937b69b42937039551d19df36dccdeb1672ef678c

Observation 50ff45a8-d77b-4c7e-9734-6a861669c79f · outbound

This paper cites Exploring sub-action granularity for weakly supervised temporal action localization.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Exploring sub-action granularity for weakly supervised temporal action localization

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.418380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.092878Z digest=sha256:18df67560f47593f142a056063b1104f16a0274b2c3938a6b045f8646f25b6f2

Observation 027be6b3-5c5c-43c8-95c5-69f70c04405b · outbound

This paper cites Temporal segment networks: Towards good practices for deep action recognition.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Temporal segment networks: Towards good practices for deep action recognition

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.410584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.095593Z digest=sha256:691e4350b4b5ef326746de27e802e45231177314b8ccbe69b240e502a2e3ff51

Observation cfa96287-2dcb-43c1-9667-79baaefe5edc · outbound

This paper cites Temporal Action Proposal Generation with Transformers.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Temporal Action Proposal Generation with Transformers

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:11:23.225903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.098006Z digest=sha256:bda7bf64417ab520ad61d70de38d599c4abf8cc47762adc6e4b0eaac2f5df81b

Observation 3806fb40-c5fd-4884-b8af-6ef89d5d4514 · outbound

This paper cites Rcl: Recurrent continuous localization for temporal action detection.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Rcl: Recurrent continuous localization for temporal action detection

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.402853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.101415Z digest=sha256:7575df67d151f7c674229f299df868740d8db1589b95adec156e74b7169840f4

Observation 1bea4208-f818-4f0c-a66c-f510fc042df8 · outbound

This paper cites Ensemble prototype network for weakly supervised temporal action localization.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Ensemble prototype network for weakly supervised temporal action localization

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.395056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.103962Z digest=sha256:367e7ead5afa3bf4fed6eeebe4d3b0fb181452a716fda6a5e70ec5ac3bba9f39

Observation d4e5b11e-cf3b-40fa-8ff8-b8ffd0863552 · outbound

This paper cites A Pursuit of Temporal Accuracy in General Activity Detection.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization A Pursuit of Temporal Accuracy in General Activity Detection

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:23.106652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:11:23.106652Z digest=sha256:47ffda692e14878976f71f131d455b964d35beeec217bb5dd8076ac4db5cd600

Observation 14a0ab13-3763-454b-9cbe-24ff7a5acbd9 · outbound

This paper cites R-c3d: Region convolutional 3d network for temporal activity detection.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization R-c3d: Region convolutional 3d network for temporal activity detection

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.387447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.111408Z digest=sha256:bfa15251103bff87dbace67640daa1bed51917e755b4ee09e7c5c24a42c52dc9

Observation a266ec98-4d92-4972-90a1-d411ced56ead · outbound

This paper cites G-tad: Sub-graph localization for temporal action detection.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization G-tad: Sub-graph localization for temporal action detection

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.379845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.114526Z digest=sha256:58aaf147a56513774c6224af8dbff1edda9675e03bdeceb55cf6787cb8d535cb

Observation 5363e2b6-dce5-4db8-98f1-1a2e0c3b66bf · outbound

This paper cites Revisiting anchor mechanisms for temporal action localization.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Revisiting anchor mechanisms for temporal action localization

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.372488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.117244Z digest=sha256:10c33c7032227f4d9ef6076bd0bc0ab52b7b13f59f7cb7222e23595630d0f465

Observation 7a454aa4-3a9d-4527-bacb-79dd626db746 · outbound

This paper cites Adapting Short-Term Transformers for Action Detection in Untrimmed Videos.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Adapting Short-Term Transformers for Action Detection in Untrimmed Videos

Reference 54

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:11:23.206926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.119629Z digest=sha256:ccf035cdf6d12c4d787a039c96b9c0d517de6a18a0052c9791103b73f4eb7693

Observation 9adfb4af-1fc8-4048-b214-646f7359f40d · outbound

This paper cites Weakly-supervised temporal action localization by inferring salient snippet-feature.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Weakly-supervised temporal action localization by inferring salient snippet-feature

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.365071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.123013Z digest=sha256:cbc92fcf69dc8a2c3a53dc81173c6b725db7bce94c23a0d83ddad885b35878b2

Observation 30aaaa02-290a-4c04-a542-4bc60a826111 · outbound

This paper cites Graph convolutional networks for temporal action localization.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Graph convolutional networks for temporal action localization

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.357105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.126263Z digest=sha256:5d670e0edbb0a711938a2386685248a66afedc692a03520584c59e507719682c

Observation ccabff4a-7999-4737-a2d0-c1ff4ebdb7a9 · outbound

This paper cites Actionformer: Localizing moments of actions with transformers.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Actionformer: Localizing moments of actions with transformers

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.349484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.128663Z digest=sha256:6e536c08f695b1a9ed72c1db376d50f27223c2acd78c41afbbdee7371536c145

Observation 99b19b59-cbea-4e72-8454-9a038769bd6c · outbound

This paper cites Towards efficient use of multi-scale features in transformer-based object detectors.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Towards efficient use of multi-scale features in transformer-based object detectors

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.341654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.131608Z digest=sha256:e4a094d5ccfa5c899eafcd1519e6c02212b69eba54052797331c4a377c8aa6ce

Observation d5ceeb7a-0860-47e1-9a4d-4d2f0834d476 · outbound

This paper cites Learning Sparse 2D Temporal Adjacent Networks for Temporal Action Localization.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Learning Sparse 2D Temporal Adjacent Networks for Temporal Action Localization

Reference 59

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:11:23.194866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.134539Z digest=sha256:0aff9545e1088969195696098ec400b5a9dc168217d9fae919814c1b345dc37b

Observation 76637a1c-2178-43d0-b678-7ff9f19b03df · outbound

This paper cites Video self-stitching graph network for temporal action localization.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Video self-stitching graph network for temporal action localization

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.334089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.137556Z digest=sha256:3c82f67b1fa0f7d3aee53c241b634372b7dd8ef196cdd7e0e0e49649bdbce884

Observation b71aaf3b-cb14-4eb0-a3c5-d33492c011b2 · outbound

This paper cites Re2tal: Rewiring pretrained video backbones for reversible temporal action localization.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Re2tal: Rewiring pretrained video backbones for reversible temporal action localization

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.326010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.140925Z digest=sha256:cc07a5c257b508fd96e0411e9dc5a3c3baf6010f9f4af8ce9b53f710943d26cf

Observation b5f89cef-246a-45fe-85fb-1314210c6e63 · outbound

This paper cites Hacs: Human action clips and segments dataset for recognition and temporal localization.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Hacs: Human action clips and segments dataset for recognition and temporal localization

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.316905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.144070Z digest=sha256:fafb838565ea153379eacc85be675301a114cdcf15081cf0ba4146593aaed568

Observation 5d3cc7f5-e12c-4d98-9e31-30b8e2f498f8 · outbound

This paper cites Tuber: Tubelet transformer for video action detection.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Tuber: Tubelet transformer for video action detection

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.307891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.147046Z digest=sha256:f30844c2b1b999476cd8697eaa5e1a459344f413c5c40e250c9c461e6b18dfa2

Observation d498284c-9bc4-42ef-b8e2-11d565bbbf2c · outbound

This paper cites Bottom-up temporal action localization with mutual regularization.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Bottom-up temporal action localization with mutual regularization

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.299813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.149702Z digest=sha256:5b8183f5d7e814bfa885c8bde1e363f1e76a7b251d5a13194109b69960aea338

Observation 8ae7598e-f88e-453f-810a-8bd5706f0d77 · outbound

This paper cites Temporal action detection with structured segment networks.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Temporal action detection with structured segment networks

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.290518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.152873Z digest=sha256:30d28ee1997f8c0adb2ff5610bcf134aec55c63806e6326d6d3b6857e3c6e4e3

Observation 2a3147cc-1ef8-4eae-bc18-228112313a21 · outbound

This paper cites Enriching local and global contexts for temporal action localization.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Enriching local and global contexts for temporal action localization

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:23.282056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.155707Z digest=sha256:aa7425582ced2ba8342e3df629d4df44dade0ac8ea49e4b8060ce3f33bafef95

Observation 414911b9-f501-48a4-aec9-83ce202b5cb1 · outbound

This paper cites write newline.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization write newline

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:23.158293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:11:23.158293Z digest=sha256:a18bf6ae1e72c267ed0d1d5c681049a03f1e895daefdcd70c1d6bc326cdaf0b1

Observation b3701c90-62ec-4afa-8f36-21f7e85dcb25 · outbound

This paper cites @esa (Ref.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization @esa (Ref

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:23.161431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:11:23.161431Z digest=sha256:9b63e742dd5971b43ffe5cbafedb0a85bcf0f38b8615501fb9ab86972d1949d0

Observation 688d7bf8-5255-4615-8228-bac1635c51c1 · outbound

This paper cites an unresolved cited work.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:23.164460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:11:23.164460Z digest=sha256:b0fd30f1048657276bd24b37f4039496092c902ec5c57df27bc211ce666c2695

Observation b4dc0094-f7f7-4bb3-bcdc-b1d3866aead0 · outbound

This paper cites an unresolved cited work.

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Unresolved cited work

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no resolver link, observed 2026-08-06T19:11:23.167054Z

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source=arxiv_source observed=2026-08-06T19:11:23.167054Z digest=sha256:525c9012af72f225a09f0555a3a608b5f4854cdb0ba0543cbdddacd38e7e3b4d

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