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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 1–25 of 369 papers

TitleStatusHype
NMS Threshold matters for Ego4D Moment Queries -- 2nd place solution to the Ego4D Moment Queries Challenge 2023Code2
Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries ChallengeCode2
ActionFormer: Localizing Moments of Actions with TransformersCode2
Structured Attention Composition for Temporal Action LocalizationCode2
Test-Time Zero-Shot Temporal Action LocalizationCode2
The Surprising Effectiveness of Multimodal Large Language Models for Video Moment RetrievalCode2
Temporal Action Localization with Enhanced Instant DiscriminabilityCode2
DDG-Net: Discriminability-Driven Graph Network for Weakly-supervised Temporal Action LocalizationCode1
Cross-modal Consensus Network forWeakly Supervised Temporal Action LocalizationCode1
E^2TAD: An Energy-Efficient Tracking-based Action DetectorCode1
AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual ActionsCode1
Weakly-supervised Temporal Action Localization by Uncertainty ModelingCode1
Background-Click Supervision for Temporal Action LocalizationCode1
BABEL: Bodies, Action and Behavior with English LabelsCode1
Bottom-Up Temporal Action Localization with Mutual RegularizationCode1
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive LearningCode1
Convex Combination Consistency between Neighbors for Weakly-supervised Action LocalizationCode1
Boosting Weakly-Supervised Temporal Action Localization with Text InformationCode1
Chaotic World: A Large and Challenging Benchmark for Human Behavior Understanding in Chaotic EventsCode1
A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action LocalizationCode1
Actor-Context-Actor Relation Network for Spatio-Temporal Action LocalizationCode1
ActionSwitch: Class-agnostic Detection of Simultaneous Actions in Streaming VideosCode1
1st place solution for AVA-Kinetics Crossover in AcitivityNet Challenge 2020Code1
ASTRA: An Action Spotting TRAnsformer for Soccer VideosCode1
BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationCode1
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