Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:11:23.167054Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:11:23.167054Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
70 of 70 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3bb0926f-8a10-4230-ad41-a85e8fd943c2 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Vivit: A video vision transformer
Reference 1
Source-reported events for the cited work
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Observation 1a6680cb-8762-4391-81b7-ce41f8b5dd50 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Boundary content graph neural network for temporal action proposal generation
Reference 2
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.
Observation cb8ad928-f109-4993-988f-da3c892ed12d · outbound
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
Source-reported events for the cited work
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Observation 9782d516-15c3-407c-8a6e-4a0bd220198b · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Activitynet: A large-scale video benchmark for human activity understanding
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c634ced-25c8-4600-9973-d200475574cd · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization End-to-end object detection with transformers
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 327cb808-0ffb-4d79-aa55-de7b86fc4cc0 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Quo vadis, action recognition? a new model and the kinetics dataset
Reference 6
Source-reported events for the cited work
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Observation 6863284a-d72a-4c8a-84fa-63c2c7ceb57a · outbound
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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Observation 30450159-c52c-4a87-beac-7eb5948a846a · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Rethinking the faster r-cnn architecture for temporal action localization
Reference 8
Source-reported events for the cited work
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Observation d4f852a2-815a-4477-b816-6ebe8d60bf88 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Dcan: improving temporal action detection via dual context aggregation
Reference 9
Source-reported events for the cited work
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Observation aaa63d1a-3dde-4081-8385-85de56afb3a8 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Tallformer: Temporal action localization with a long-memory transformer
Reference 10
Source-reported events for the cited work
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Observation a8bf9b64-ab4f-4b31-86f5-5fb2db2f5d0b · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Openmmlab's next generation video understanding toolbox and benchmark
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e765b488-c8e5-4a74-8f5b-c6eea73b8db1 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Ms-tct: multi-scale temporal convtransformer for action detection
Reference 12
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.
Observation 41181fe8-18c4-42e2-b456-b7f798de1df3 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6414fb9-bf20-4370-b0eb-407a5bb10e51 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Multiscale vision transformers
Reference 14
Source-reported events for the cited work
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Observation c0af44ff-4227-437a-ac75-cf3b2abb29de · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Holistic interaction transformer network for action detection
Reference 15
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.
Observation 04de8b7a-b8ab-4551-ab38-20b72a4a01e6 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Turn tap: Temporal unit regression network for temporal action proposals
Reference 16
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.
Observation 240de063-86ec-4962-a022-71f3f39a3f55 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Temporal Action Localization with Multi-temporal Scales
Reference 17
Source-reported events for the cited work
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Observation 6711909a-2893-4e8e-b1cd-699a3ee982eb · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization in the wild
Reference 18
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.
Observation 4dd352be-2111-4088-a5b9-6d6783af75d8 · outbound
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
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.
Observation 4c19e4c0-3d27-4554-a5e3-699b31c7fa22 · outbound
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
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.
Observation 6fb3f299-0c4e-49a4-b48c-595d13dd8ab0 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Detal: open-vocabulary temporal action localization with decoupled networks
Reference 21
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.
Observation 859dc22b-f09f-4787-8780-e2357b58487b · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Learning salient boundary feature for anchor-free temporal action localization
Reference 22
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.
Observation ca82a19b-7fbf-434a-9187-3f2e604a1885 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Single shot temporal action detection
Reference 23
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.
Observation 95afcfe7-074f-4ccf-b11c-4765061e1b51 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Bsn: Boundary sensitive network for temporal action proposal generation
Reference 24
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.
Observation de3e779b-8009-4128-b12e-32670a8100bf · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Bmn: Boundary-matching network for temporal action proposal generation
Reference 25
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.
Observation e6973668-f611-4570-be4e-a22b16f01c0a · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Harnessing Temporal Causality for Advanced Temporal Action Detection
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c8b3da9-f5bb-4c1b-8fca-af46187bce2e · outbound
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
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.
Observation 7a8f4e84-fc8e-45bc-b238-3e666bbf8ae2 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization End-to-end temporal action detection with transformer
Reference 28
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.
Observation 3284d5ba-1d59-45d3-9d8a-132cc6c0109a · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Video swin transformer
Reference 29
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.
Observation 5c719a37-5f5f-42e4-8ce3-9025928bdd05 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Gaussian temporal awareness networks for action localization
Reference 30
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.
Observation 0d463549-f33c-4d39-96bc-ae19eda9a1a0 · outbound
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
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.
Observation bbef79e8-014e-4218-80f5-5a7984048065 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Srfnet: selective receptive field network for human pose estimation
Reference 32
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.
Observation efcbffab-40ec-49ce-a1ae-d3970240d499 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Temporal context aggregation network for temporal action proposal refinement
Reference 33
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.
Observation 22bce5a9-0c6e-4c58-9dd8-580b5927aefe · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Action sensitivity learning for temporal action localization
Reference 34
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.
Observation 5c0dfac6-2d64-4d58-934c-3357115886fb · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Tridet: Temporal action detection with relative boundary modeling
Reference 35
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.
Observation 78417488-ee44-4a23-81ee-d9b17cab55b5 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Temporal action localization in untrimmed videos via multi-stage cnns
Reference 36
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.
Observation e9e7f9d9-ff23-44d9-a000-b20761680ec0 · outbound
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
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.
Observation 2b82db44-5300-4a38-8c26-e0b5024e6417 · outbound
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
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.
Observation d016328b-9815-42a7-8e47-6f86ce01b886 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Pcg-tal: Progressive cross-granularity cooperation for temporal action localization
Reference 39
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.
Observation 7f8b5e62-c450-4f27-99da-de03b14fe008 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Relaxed transformer decoders for direct action proposal generation
Reference 40
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.
Observation 7bdc6940-f170-476e-bb43-3beb2f367d2c · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Learnable feature augmentation framework for temporal action localization
Reference 41
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.
Observation 858549a1-5c71-4a3d-9a5b-9b4345373b48 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Learning spatiotemporal features with 3d convolutional networks
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9acc4167-d534-4981-91de-1a539a0ca6c8 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization A closer look at spatiotemporal convolutions for action recognition
Reference 43
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.
Observation 16d6cb2b-4559-4e9e-9014-407f9cf09e9c · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Attention is all you need
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50ff45a8-d77b-4c7e-9734-6a861669c79f · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Exploring sub-action granularity for weakly supervised temporal action localization
Reference 45
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.
Observation 027be6b3-5c5c-43c8-95c5-69f70c04405b · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Temporal segment networks: Towards good practices for deep action recognition
Reference 46
Source-reported events for the cited work
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Observation cfa96287-2dcb-43c1-9667-79baaefe5edc · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Temporal Action Proposal Generation with Transformers
Reference 47
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.
Observation 3806fb40-c5fd-4884-b8af-6ef89d5d4514 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Rcl: Recurrent continuous localization for temporal action detection
Reference 48
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.
Observation 1bea4208-f818-4f0c-a66c-f510fc042df8 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Ensemble prototype network for weakly supervised temporal action localization
Reference 49
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.
Observation d4e5b11e-cf3b-40fa-8ff8-b8ffd0863552 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization A Pursuit of Temporal Accuracy in General Activity Detection
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14a0ab13-3763-454b-9cbe-24ff7a5acbd9 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization R-c3d: Region convolutional 3d network for temporal activity detection
Reference 51
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.
Observation a266ec98-4d92-4972-90a1-d411ced56ead · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization G-tad: Sub-graph localization for temporal action detection
Reference 52
Source-reported events for the cited work
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Observation 5363e2b6-dce5-4db8-98f1-1a2e0c3b66bf · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Revisiting anchor mechanisms for temporal action localization
Reference 53
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.
Observation 7a454aa4-3a9d-4527-bacb-79dd626db746 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Adapting Short-Term Transformers for Action Detection in Untrimmed Videos
Reference 54
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.
Observation 9adfb4af-1fc8-4048-b214-646f7359f40d · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Weakly-supervised temporal action localization by inferring salient snippet-feature
Reference 55
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.
Observation 30aaaa02-290a-4c04-a542-4bc60a826111 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Graph convolutional networks for temporal action localization
Reference 56
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.
Observation ccabff4a-7999-4737-a2d0-c1ff4ebdb7a9 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Actionformer: Localizing moments of actions with transformers
Reference 57
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.
Observation 99b19b59-cbea-4e72-8454-9a038769bd6c · outbound
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
Source-reported events for the cited work
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Observation d5ceeb7a-0860-47e1-9a4d-4d2f0834d476 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Learning Sparse 2D Temporal Adjacent Networks for Temporal Action Localization
Reference 59
Source-reported events for the cited work
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Observation 76637a1c-2178-43d0-b678-7ff9f19b03df · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Video self-stitching graph network for temporal action localization
Reference 60
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.
Observation b71aaf3b-cb14-4eb0-a3c5-d33492c011b2 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Re2tal: Rewiring pretrained video backbones for reversible temporal action localization
Reference 61
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.
Observation b5f89cef-246a-45fe-85fb-1314210c6e63 · outbound
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
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.
Observation 5d3cc7f5-e12c-4d98-9e31-30b8e2f498f8 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Tuber: Tubelet transformer for video action detection
Reference 63
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.
Observation d498284c-9bc4-42ef-b8e2-11d565bbbf2c · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Bottom-up temporal action localization with mutual regularization
Reference 64
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.
Observation 8ae7598e-f88e-453f-810a-8bd5706f0d77 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Temporal action detection with structured segment networks
Reference 65
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.
Observation 2a3147cc-1ef8-4eae-bc18-228112313a21 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Enriching local and global contexts for temporal action localization
Reference 66
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.
Observation 414911b9-f501-48a4-aec9-83ce202b5cb1 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization write newline
Reference 67
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3701c90-62ec-4afa-8f36-21f7e85dcb25 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization @esa (Ref
Reference 68
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 688d7bf8-5255-4615-8228-bac1635c51c1 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Unresolved cited work
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4dc0094-f7f7-4bb3-bcdc-b1d3866aead0 · outbound
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization Unresolved cited work
Reference 70
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.