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Weakly-supervised Temporal Action Localization

Papers

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Showing 51–76 of 76 papers

TitleStatusHype
Weakly-Supervised Temporal Action Localization Through Local-Global Background Modeling—0
Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise Correction—0
AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos—0
Slow Motion Matters: A Slow Motion Enhanced Network for Weakly Supervised Temporal Action Localization—0
STAT: Towards Generalizable Temporal Action Localization—0
Sub-action Prototype Learning for Point-level Weakly-supervised Temporal Action Localization—0
Adversarial Seeded Sequence Growing 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 for Weakly-Supervised Temporal Action Localization—0
Two-Stream Consensus Network: Submission to HACS Challenge 2021 Weakly-Supervised Learning Track—0
Two-Stream Networks for Weakly-Supervised Temporal Action Localization With Semantic-Aware Mechanisms—0
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling—0
Video-Specific Query-Key Attention Modeling for Weakly-Supervised Temporal Action Localization—0
ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization—0
Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization—0
Weakly Supervised Temporal Action Localization via Dual-Prior Collaborative Learning Guided by Multimodal Large Language Models—0
Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks—0
Enabling Weakly-Supervised Temporal Action Localization from On-Device Learning of the Video Stream—0
Equivalent Classification Mapping for Weakly Supervised Temporal Action Localization—0
Exploring Denoised Cross-Video Contrast for Weakly-Supervised Temporal Action Localization—0
Distilling Vision-Language Pre-training to Collaborate with Weakly-Supervised Temporal Action Localization—0
Forcing the Whole Video as Background: An Adversarial Learning Strategy for Weakly Temporal Action Localization—0
Deep Motion Prior for Weakly-Supervised Temporal Action Localization—0
Action Unit Memory Network for Weakly Supervised Temporal Action Localization—0
Weakly Supervised Temporal Action Localization with Segment-Level Labels—0
Cross-Video Contextual Knowledge Exploration and Exploitation for Ambiguity Reduction in Weakly Supervised Temporal Action Localization—0
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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