OpenCodePapers

weakly-supervised-action-localization-on-4

Weakly Supervised Action Localization
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PaperCodemAP@0.5avg-mAP (0.1-0.5)ModelNameReleaseDate
Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization✓ Link45.3LACP2021-08-11
Weakly-Supervised Temporal Action Localization by Progressive Complementary Learning✓ Link40.558.2ProCL2022-06-22
Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization✓ Link40.0P-MIL2023-05-29
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations✓ Link35.9D2-Net2020-12-11
Point-Level Temporal Action Localization: Bridging Fully-supervised Proposals to Weakly-supervised Losses35.9Ju et al.2020-12-15
ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action Localization✓ Link34.6ACM-Net2021-04-07
Weakly-supervised Temporal Action Localization by Uncertainty Modeling✓ Link33.7Lee et al.2020-06-12
ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization32.4ACS-Net2021-03-28
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning✓ Link32.2CoLA2021-03-30
Weakly-Supervised Action Localization with Expectation-Maximization Multi-Instance Learning✓ Link30.5EM-MIL2020-03-31
Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization✓ Link30.1A2CL-PT2020-07-13
Background Suppression Network for Weakly-supervised Temporal Action Localization✓ Link27.0BasNet2019-11-22
3C-Net: Category Count and Center Loss for Weakly-Supervised Action Localization✓ Link26.63C-Net2019-08-22
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