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Paper Citation Record · LEDGER

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization

As of 13 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2511.13039.

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

pith.paper-citation-record.v1
2511.13039 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T21:59:53.297803Z

measured 49 of 49 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Source: cited_works

Reference resolution

49 of 49 outbound references displayed

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Outbound references

Observation 3c78e8d3-1b94-47a3-9e8f-b42c2262190a · outbound

This paper cites Pcpcad: proposal complementary action detector,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Pcpcad: proposal complementary action detector,

Reference 1

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Observation 8a63b159-0b2f-4b12-9f39-8c58d3b85663 · outbound

This paper cites Capsule boundary network with 3d convolutional dynamic routing for temporal action detection,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Capsule boundary network with 3d convolutional dynamic routing for temporal action detection,

Reference 2

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Observation 30fe738b-b9bc-475c-9b07-f5933ba5f906 · outbound

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

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Actionformer: Localizing moments of actions with transformers,

Reference 3

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Observation b7e987fa-6c1e-43e0-b774-3cd184fb452a · outbound

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

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Tridet: Temporal action detection with relative boundary modeling,

Reference 4

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Observation 0d0ea27f-4ee9-4169-a63a-d5ad77c01b25 · outbound

This paper cites Co- occurrence matters: Learning action relation for temporal action localiza- tion,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Co- occurrence matters: Learning action relation for temporal action localiza- tion,

Reference 5

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Observation 293d38a6-ad40-40c2-bb19-98923a151df6 · outbound

This paper cites Lpr: learning point-level temporal action localization through re-training,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Lpr: learning point-level temporal action localization through re-training,

Reference 6

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Observation a1ac4114-5f8e-4732-a9cc-25629d424b6e · outbound

This paper cites Boundary discretization and reliable classification network for temporal action detection,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Boundary discretization and reliable classification network for temporal action detection,

Reference 7

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Observation ba8f2fa9-5267-4bef-a0c6-d510ec164f8d · outbound

This paper cites Throughout procedural transformer for online action detection and anticipation,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Throughout procedural transformer for online action detection and anticipation,

Reference 8

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Observation 1564586d-e020-43c3-9a79-3a75c8525717 · outbound

This paper cites Bfstal: Bidirectional feature splitting with cross-layer fusion for temporal action localization,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Bfstal: Bidirectional feature splitting with cross-layer fusion for temporal action localization,

Reference 9

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Observation dcde52f0-5274-439c-b7c3-8a39b9a31608 · outbound

This paper cites Constructing semantical structure by segmentation integrated video embedding for temporal action detection,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Constructing semantical structure by segmentation integrated video embedding for temporal action detection,

Reference 10

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Observation afc8a6de-c326-430e-b900-d6584b76c3c3 · outbound

This paper cites Opental: Towards open set temporal action localization,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Opental: Towards open set temporal action localization,

Reference 11

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Observation b6affcd7-eb08-4f82-819a-cea53dc4b9bc · outbound

This paper cites Ow-tal: learning unknown human activities for open-world temporal action localization,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Ow-tal: learning unknown human activities for open-world temporal action localization,

Reference 12

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Observation f31b1129-6893-4ee1-9d1b-d15afd9ab7f1 · outbound

This paper cites Prompting visual- language models for efficient video understanding,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Prompting visual- language models for efficient video understanding,

Reference 13

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Observation e692983e-1464-4a50-a0dc-deef9edeaff1 · outbound

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

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Detal: Open- vocabulary temporal action localization with decoupled networks,

Reference 14

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Observation ce1f72ad-aadd-4ba1-9157-63e545cb1339 · outbound

This paper cites Zeetad: Adapting pretrained vision-language model for zero-shot end-to-end temporal action detection,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Zeetad: Adapting pretrained vision-language model for zero-shot end-to-end temporal action detection,

Reference 15

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Observation 0de9fd84-85e3-40dd-b765-0dbd3686ab39 · outbound

This paper cites Exploring scala- bility of self-training for open-vocabulary temporal action localization,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Exploring scala- bility of self-training for open-vocabulary temporal action localization,

Reference 16

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Observation 855dc047-5274-45cf-9814-be46e8ead56b · outbound

This paper cites Zero-shot temporal action detection via vision-language prompting,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Zero-shot temporal action detection via vision-language prompting,

Reference 17

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Observation d7cc556d-eb64-42d0-b7f2-378ba92fe292 · outbound

This paper cites Unloc: A unified framework for video localization tasks,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Unloc: A unified framework for video localization tasks,

Reference 18

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Observation df260d1e-4dba-4c96-a820-bd6ab1078ddc · outbound

This paper cites Zero-shot temporal action detection by learning multimodal prompts and text-enhanced actionness,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Zero-shot temporal action detection by learning multimodal prompts and text-enhanced actionness,

Reference 19

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Observation 8eb113c0-1a39-4913-a8a3-64bbae09abf1 · outbound

This paper cites Text-infused attention and foreground-aware modeling for zero-shot temporal action detection,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Text-infused attention and foreground-aware modeling for zero-shot temporal action detection,

Reference 20

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Observation 5811bc1f-1600-41d5-969c-81acba2e1af1 · outbound

This paper cites Open-Vocabulary Temporal Action Localization using Multimodal Guidance.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Open-Vocabulary Temporal Action Localization using Multimodal Guidance

Reference 21

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Observation f3504dc1-509e-422e-93ab-2b97c63d32c9 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Learning transferable visual models from natural language supervision,

Reference 22

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Observation 087e91ff-384b-4921-8ec8-a51846042246 · outbound

This paper cites Scaling up visual and vision-language representation learning with noisy text supervision,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Scaling up visual and vision-language representation learning with noisy text supervision,

Reference 23

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Observation 3ba94f67-869b-4015-9bfa-5b15a0161d51 · outbound

This paper cites Vltint: Visual-linguistic transformer-in-transformer for coherent video para- graph captioning,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Vltint: Visual-linguistic transformer-in-transformer for coherent video para- graph captioning,

Reference 24

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Observation 6e7cafdb-f317-46b1-8356-45714c370f46 · outbound

This paper cites Decoupling zero-shot semantic segmentation,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Decoupling zero-shot semantic segmentation,

Reference 25

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Observation 8b31b868-84ae-4b2c-81de-87c13647518a · outbound

This paper cites AISFormer: Amodal Instance Segmentation with Transformer.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization AISFormer: Amodal Instance Segmentation with Transformer

Reference 26

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Observation 40970e52-ac13-4a2d-9105-75df4881c073 · outbound

This paper cites The Power of Scale for Parameter-Efficient Prompt Tuning.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization The Power of Scale for Parameter-Efficient Prompt Tuning

Reference 27

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Observation 07c5bf7d-56ec-447a-a0f9-f03b5883a5e5 · outbound

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

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization R-c3d: Region convolutional 3d network for temporal activity detection,

Reference 28

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Observation aa3529ae-b920-4a83-a08d-3217c1ff555f · outbound

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

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization G-tad: Sub- graph localization for temporal action detection,

Reference 29

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Observation 346b8b8f-caa2-4a6c-99bd-6fd2dc02af6e · outbound

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

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Tallformer: Temporal action localization with a long-memory transformer,

Reference 30

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Observation fb2ebf84-4243-4b77-8f33-3c8d226dec02 · outbound

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

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization End- to-end temporal action detection with transformer,

Reference 31

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Observation 1e8de330-75fe-4eeb-b1e4-98d82993826e · outbound

This paper cites Attention is all you need,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Attention is all you need,

Reference 32

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Observation e7febb0c-2ea6-44cf-84d8-a3c21c3ac917 · outbound

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

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization End-to-end object detection with transformers,

Reference 33

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Observation 6a7d8369-8e42-46fb-a882-35ad3a2fbc9a · outbound

This paper cites Weakly supervised action localization by sparse temporal pooling network,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Weakly supervised action localization by sparse temporal pooling network,

Reference 34

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Observation e13b1938-eab7-41ab-a063-c386a86440ec · outbound

This paper cites Pivotal: Prior-driven supervision for weakly-supervised temporal action localization,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Pivotal: Prior-driven supervision for weakly-supervised temporal action localization,

Reference 35

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Observation 3938ad28-38fe-4041-a4c0-22fe23ba8c3f · outbound

This paper cites Improving weakly supervised temporal action localization by bridging train-test gap in pseudo labels,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Improving weakly supervised temporal action localization by bridging train-test gap in pseudo labels,

Reference 36

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Observation 07edc35b-a63c-4c9e-90ef-a3f51c16a464 · outbound

This paper cites Learning action completeness from points for weakly-supervised temporal action localization,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Learning action completeness from points for weakly-supervised temporal action localization,

Reference 37

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Observation 5ce5bcf1-6638-4c5b-b5de-60d4587b961d · outbound

This paper cites Hr-pro: Point-supervised temporal action localization via hierarchical reliability propagation,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Hr-pro: Point-supervised temporal action localization via hierarchical reliability propagation,

Reference 38

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Observation f0fa7ed0-7ab7-4a0f-b223-24bc3088d54b · outbound

This paper cites Stepwise multi-grained boundary detector for point-supervised tempo- ral action localization,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Stepwise multi-grained boundary detector for point-supervised tempo- ral action localization,

Reference 39

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Observation 25b4e5bf-d48d-4377-9ee0-ddb23f9a46b3 · outbound

This paper cites Distance-iou loss: Faster and better learning for bounding box regression,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Distance-iou loss: Faster and better learning for bounding box regression,

Reference 40

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Observation 0202f36b-e1bb-4fbd-b4e2-955a27b31a02 · outbound

This paper cites Focal loss for dense object detection,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Focal loss for dense object detection,

Reference 41

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Observation 4d051476-eed3-464c-a774-24c2b88e1c62 · outbound

This paper cites Open-vocabulary object detection via vision and language knowledge distillation,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Open-vocabulary object detection via vision and language knowledge distillation,

Reference 42

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Observation 7efedcd0-cfc5-489e-8d72-ff016fcfc87c · outbound

This paper cites Ov-dquo: Open-vocabulary detr with denoising text query training and open-world unknown objects supervision,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Ov-dquo: Open-vocabulary detr with denoising text query training and open-world unknown objects supervision,

Reference 43

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Observation d5bd4985-a310-4521-ad4b-196cb8350909 · outbound

This paper cites The thumos challenge on action recognition for videos “in the wild.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization The thumos challenge on action recognition for videos “in the wild

Reference 44

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Observation 6c7a1405-1317-4421-af7e-6b490851e0e5 · outbound

This paper cites Activitynet: A large-scale video benchmark for human activity under- standing,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Activitynet: A large-scale video benchmark for human activity under- standing,

Reference 45

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Observation 473fe919-17c5-4fad-81f2-d2ec7756aa88 · outbound

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

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Quo vadis, action recognition? a new model and the kinetics dataset,

Reference 46

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Observation 80c14f32-3d37-4b03-bfac-161fdb7085e6 · outbound

This paper cites Tsp: Temporally-sensitive pretraining of video encoders for localization tasks,.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization Tsp: Temporally-sensitive pretraining of video encoders for localization tasks,

Reference 47

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Observation 178cce43-8e1e-43d6-8c99-20ad7946f073 · outbound

This paper cites The Kinetics Human Action Video Dataset.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization The Kinetics Human Action Video Dataset

Reference 48

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Observation b21935f3-e19c-4ea4-8f35-12eb11702828 · outbound

This paper cites SGDR: Stochastic Gradient Descent with Warm Restarts.

MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization SGDR: Stochastic Gradient Descent with Warm Restarts

Reference 49

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