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Paper Citation Record · LEDGER

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

As of 18 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 2026-08-18T06:34:40.430872+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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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-06T19:11:20.882065Z digest=sha256:955056c04067afed758d18a3a6f67035b0829003efa9ea3629ee8e525d92c003

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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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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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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:21.379207Z digest=sha256:dd99c75ec85f395c2c1ef1740abc8022fef7e734e4d5eb0024ff3eee3874f149

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:21.556748Z digest=sha256:858fb4cd2d7db4fe536882d962106863b9874b294563a6e505a53c66716f5807

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:21.874784Z digest=sha256:14aab51fb4e31ed34349ea6416f8b9ef9ad563abe15850175dffbe00b24eeee4

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.026525Z digest=sha256:5d2e5159219f733388dfad41189fb712482c3386742a2f9dc5b87cfc96452876

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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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 2026-08-18T06:34:40.430872+00:00.

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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=sha256:9795797a7fb7ef9c64f4bb77f79f31c4e6fe889f93cb2e1c49cc8f3ff9018ab5

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.574892Z digest=sha256:f127a14021a53acc38d24f56e1296df28379be9497223ab6571f55f5a41c2195

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.710028Z digest=sha256:7679ce399d5904da3cadbbd9d92432a6835e5130107f6d7a0ddadcbca4f88c78

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.790682Z digest=sha256:de570d360476c39e024bbda85e1d0e355b48f0e9a0971af2e6a93baf0a40bea0

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

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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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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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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.845000Z digest=sha256:72e87ab2f19babe269ebcf4690bab1f31fbcacfe57160a68cce134acc3f298ae

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

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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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.885940Z digest=sha256:3838ef25689888de4e8339d64f0081feabd6f70f6e265dc70407508f82f2f18f

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.927948Z digest=sha256:fef01862a467d595678c60391f7d6c64a82ccc56321b146319aa77ad426808e2

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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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.985536Z digest=sha256:3512d27724cdc1c139b49870cd6d85b96e12fdd92ad427b951c97bf3f16263ef

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:22.995657Z digest=sha256:b6de8389076144da596eef6abc83e329ed31386007ce15eb6aa453a3ffd31a28

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.002110Z digest=sha256:63b00fe4c800f5f33f8fc1a6d7f2e6311f625104efebec5894076cf52766169a

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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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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.008857Z digest=sha256:cf1e986fcee2de60427dcb064bb240a2ea9d07fbd0e6085a3421e6aaecdf46cb

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

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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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.016258Z digest=sha256:e2fa8db0ad87e96bbe0a2ac20bef0faba175638b407292216954dcd9f51cdfd3

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:11:23.021340Z digest=sha256:220e9774723bd1f147feee67c07060a4341169f5f229b31b541d7940632c9794

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

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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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.027800Z digest=sha256:915c033a40c3713f76ea114e351e431bb9752a62ac89994d3add76bdb0237410

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

Resolution
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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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.031999Z digest=sha256:3dd7042b5cb8fcb83488fb937956de4718a9b44d0bfc4767afbaf2237ad4230e

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

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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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.034463Z digest=sha256:4bc8bf4cc1f73c683f995153670c458d5025348fed4fec4f6b53ecbee2e029bc

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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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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.039044Z digest=sha256:816fbdc7267addce89bc16f7cb32ac95baf6966a4cb0bc85ebb333d6c623fec9

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

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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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.046980Z digest=sha256:695df38ce034e417664405dd5b3d87eaba966fb6f72ef825ff4bbd88ef8f4c12

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
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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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.049789Z digest=sha256:050f1397d1ce5d6cbcc68bc8f50cb9ce59b2e2933624c5962f96b6da5aab2ef4

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.053564Z digest=sha256:93f99aebe04c6047116b431c9d406d60bfaf483e812179f88fa53cf497fee068

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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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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.056671Z digest=sha256:5a1aab5d5bfc6fee48da86b13e6d7a47c6bf79aa1078ffe65d0f96c07fb5f743

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.059972Z digest=sha256:6f688da54b13ddb6d30dea8ea3b5a808eab96d020d199779a06935733b7f1049

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.062643Z digest=sha256:75b6aef9492e30ccd4669630c11ba890b1e211417ef1a5ec1bed4e7c363df997

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.065493Z digest=sha256:a1ec11c26fa1dcac64987c3e9355bf55c19bd63454323cdb2e5eff20d737b6af

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.069889Z digest=sha256:dad382913db4bf72b8d62b6042bf46b119add96b1e67c1c542f95ffa63b023cc

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.076577Z digest=sha256:d1c36721816c00c52a0735910fd5c610d0d816a1c7e62607c674e25e941027ac

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.079312Z digest=sha256:7cd94f7c63be3f70e112ae4fc180a427505054a46663450da22f45682dee7747

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.082217Z digest=sha256:335a72dd0daa95023e0da2ed29e4a06fae3b5bbd251e184e313d308f7994f371

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.087383Z digest=sha256:d73843bb22cbef5232a1c2a50f0b251b2fcd46f13720adf1573ad9db73a5260e

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.092878Z digest=sha256:f5c357e2ef1e0aa0919b44171316c05d30cfd8b8c37a191fd3f7741c4905a6b0

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.095593Z digest=sha256:553c9145c0f4fa0f789721641b8462ab13d6646b7660990dbd848a4bcea0e639

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.098006Z digest=sha256:49ca7c82b866bdf3c4372773d2ce6abf72404d93ccbd385f96eacbde4b6c2a91

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.101415Z digest=sha256:7faaed5187d0a21e52496ea1b717c13208de69ea554dcca8f23ece090e395069

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.103962Z digest=sha256:1f4356eeb5a1f3b26087cc4dc80897af44ad2950d919a48e9285462a80f6ab89

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:f2eb898d4eb659ab4a3b8a1af0a321a5664d902b6ae26d034f3480dc732d45ed

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.111408Z digest=sha256:691155c63b32fe39f2a51c58ccc9e85e69d7390e960ab51a3bed71ae247fd1cf

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.114526Z digest=sha256:54aadc7dcd13dc3df19e3427d490b7e317c655ce5e2d947fc5fc7ba3083de027

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.117244Z digest=sha256:958cf2aac1889149ccffafeda0876beeaa99fee752ad65a22f98dfde526cca3a

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.119629Z digest=sha256:0307bb514028cf79b16f66dd6f36aa35d8759c9ce6a9894ade3a28c2116caeac

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.123013Z digest=sha256:469222cd6ab69eea065761411a1ba248607c98fed530fdbd8ef51cc254c9eb4d

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.126263Z digest=sha256:e42fa4d403a100964ee5eaffa3cc63667b66224f0047bb94bf23cd015398651b

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.128663Z digest=sha256:8113d2d2daef4e35acf40bbf9b53d62308eab1d0a059087288048c6a27c89283

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.131608Z digest=sha256:53d6061a642559e2fa8e148832f0f5a09e6f818680083f62e7dbad7b093f81ea

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.134539Z digest=sha256:ef323e8639bd00289b3765169287ec8f32f7c3a816b7e0fca515dfd7d46b21d6

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.137556Z digest=sha256:17ec15651b7180c70e789da582d58de0705240a271af73f4997bfa2fc199a317

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.140925Z digest=sha256:b448c17af31a0257a6ebc67a5d537e8d00e06ad97deeac9f46312a2a639390fa

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.144070Z digest=sha256:8b2ec431898ea4f80ef02335f99af119a52a0f06522d00c582062d1eceacd64d

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.147046Z digest=sha256:022bde1f5702985fad8ba3ce48de523974663cfa029aa2f20bf6a738de081b1e

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.149702Z digest=sha256:5adeadbbf6caa555da77a09c698146b016db089a7e7248c80377f97afe4369d6

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.152873Z digest=sha256:852ad0c7b497297e579350255f51cd13fbfdc9f70e7c9d3b0e87b64ab52384b5

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T19:11:23.155707Z digest=sha256:76464f43524ec98ea2573bd94b6d3ebb0da33bc39cb8481b321ce911c97dafda

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

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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

Reference 70

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Pith citing papers

No inbound Pith citation observations are available.