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Weakly-supervised Temporal Action Localization

Papers

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Showing 51–75 of 76 papers

TitleStatusHype
Weakly-Supervised Temporal Action Localization by Progressive Complementary LearningCode0
Exploring Denoised Cross-Video Contrast for Weakly-Supervised Temporal Action Localization—0
ACGNet: Action Complement Graph Network for Weakly-supervised Temporal Action LocalizationCode0
Deep Motion Prior for Weakly-Supervised Temporal Action Localization—0
Transferable Knowledge-Based Multi-Granularity Aggregation Network for Temporal Action Localization: Submission to ActivityNet Challenge 2021—0
Two-Stream Consensus Network: Submission to HACS Challenge 2021 Weakly-Supervised Learning Track—0
Weakly-Supervised Temporal Action Localization Through Local-Global Background Modeling—0
Action Unit Memory Network for Weakly Supervised Temporal Action Localization—0
Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization—0
Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context—0
ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization—0
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised ActivationsCode0
Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization—0
Equivalent Classification Mapping for Weakly Supervised Temporal Action Localization—0
Weakly Supervised Temporal Action Localization with Segment-Level Labels—0
Towards Train-Test Consistency for Semi-supervised Temporal Action Localization—0
Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks—0
3C-Net: Category Count and Center Loss for Weakly-Supervised Action LocalizationCode0
Adversarial Seeded Sequence Growing for Weakly-Supervised Temporal Action Localization—0
Completeness Modeling and Context Separation for Weakly Supervised Temporal Action LocalizationCode0
Marginalized Average Attentional Network for Weakly-Supervised Learning—0
RefineLoc: Iterative Refinement for Weakly-Supervised Action LocalizationCode0
Cascaded Pyramid Mining Network for Weakly Supervised Temporal Action Localization—0
AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos—0
AutoLoc: Weakly-supervised Temporal Action LocalizationCode0
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All datasetsTHUMOS14ActivityNet-1.3UCF101-24

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ASM-LocmAP IOU@0.171.2—Unverified
2CO2-NetmAP@AVG(0.1:0.9)35.7—Unverified
3A2CL-PTmAP@AVG(0.1:0.9)30—Unverified
#ModelMetricClaimedVerifiedStatus
1ASM-LocmAP25.1—Unverified
#ModelMetricClaimedVerifiedStatus
1Structured Keypoint PoolingmAP@0.261.8—Unverified