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Action Localization

Action Localization is finding the spatial and temporal co ordinates for an action in a video. An action localization model will identify which frame an action start and ends in video and return the x,y coordinates of an action. Further the co ordinates will change when the object performing action undergoes a displacement.

Papers

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Showing 51–75 of 369 papers

TitleStatusHype
Everything at Once -- Multi-modal Fusion Transformer for Video RetrievalCode1
Everything at Once - Multi-Modal Fusion Transformer for Video RetrievalCode1
Few-Shot Temporal Action Localization with Query Adaptive TransformerCode1
Multi-Granularity Hand Action DetectionCode1
Actor-Context-Actor Relation Network for Spatio-Temporal Action LocalizationCode1
FineAction: A Fine-Grained Video Dataset for Temporal Action LocalizationCode1
Boosting Weakly-Supervised Temporal Action Localization with Text InformationCode1
Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action LocalizationCode1
End-to-End Learning of Visual Representations from Uncurated Instructional VideosCode1
SimOn: A Simple Framework for Online Temporal Action LocalizationCode1
BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationCode1
GPT-4V in Wonderland: Large Multimodal Models for Zero-Shot Smartphone GUI NavigationCode1
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive LearningCode1
ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationCode1
Convex Combination Consistency between Neighbors for Weakly-supervised Action LocalizationCode1
Bottom-Up Temporal Action Localization with Mutual RegularizationCode1
CBR-Net: Cascade Boundary Refinement Network for Action Detection: Submission to ActivityNet Challenge 2020 (Task 1)Code1
Actionness Inconsistency-guided Contrastive Learning for Weakly-supervised Temporal Action LocalizationCode1
A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action LocalizationCode1
Hear Me Out: Fusional Approaches for Audio Augmented Temporal Action LocalizationCode1
Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationCode1
Chaotic World: A Large and Challenging Benchmark for Human Behavior Understanding in Chaotic EventsCode1
DDG-Net: Discriminability-Driven Graph Network for Weakly-supervised Temporal Action LocalizationCode1
Learning Sparse 2D Temporal Adjacent Networks for Temporal Action LocalizationCode1
HAT: History-Augmented Anchor Transformer for Online Temporal Action LocalizationCode1
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