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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 51–100 of 369 papers

TitleStatusHype
Improving Weakly Supervised Temporal Action Localization by Bridging Train-Test Gap in Pseudo LabelsCode1
Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationCode1
Learning Sparse 2D Temporal Adjacent Networks for Temporal Action LocalizationCode1
Learning Salient Boundary Feature for Anchor-free Temporal Action LocalizationCode1
Realigning Confidence with Temporal Saliency Information for Point-Level Weakly-Supervised Temporal Action LocalizationCode1
Localizing the Common Action Among a Few VideosCode1
Boosting Weakly-Supervised Temporal Action Localization with Text InformationCode1
Modeling Multi-Label Action Dependencies for Temporal Action LocalizationCode1
Multimodal Clustering Networks for Self-supervised Learning from Unlabeled VideosCode1
Multi-shot Temporal Event Localization: a BenchmarkCode1
HAT: History-Augmented Anchor Transformer for Online Temporal Action LocalizationCode1
MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports ActionsCode1
E^2TAD: An Energy-Efficient Tracking-based Action DetectorCode1
PDAN: Pyramid Dilated Attention Network for Action DetectionCode1
EgoExo-Fitness: Towards Egocentric and Exocentric Full-Body Action UnderstandingCode1
ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationCode1
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
Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action LocalizationCode1
Entity-aware and Motion-aware Transformers for Language-driven Action Localization in VideosCode1
Chaotic World: A Large and Challenging Benchmark for Human Behavior Understanding in Chaotic EventsCode1
Enriching Local and Global Contexts for Temporal Action LocalizationCode1
Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismCode1
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive LearningCode1
Everything at Once -- Multi-modal Fusion Transformer for Video RetrievalCode1
Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based ApproachCode1
Set-Supervised Action Learning in Procedural Task Videos via Pairwise Order ConsistencyCode1
End-to-End Learning of Visual Representations from Uncurated Instructional VideosCode1
TALLFormer: Temporal Action Localization with a Long-memory TransformerCode1
ASTRA: An Action Spotting TRAnsformer for Soccer VideosCode1
Convex Combination Consistency between Neighbors for Weakly-supervised Action LocalizationCode1
Few-Shot Temporal Action Localization with Query Adaptive TransformerCode1
Multi-Granularity Hand Action DetectionCode1
Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action LocalizationCode1
Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationCode1
Probabilistic Vision-Language Representation for Weakly Supervised Temporal Action LocalizationCode1
Cross-modal Consensus Network forWeakly Supervised Temporal Action LocalizationCode1
Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action TripletsCode1
UniAV: Unified Audio-Visual Perception for Multi-Task Video Event LocalizationCode1
AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual ActionsCode1
ActionSwitch: Class-agnostic Detection of Simultaneous Actions in Streaming VideosCode1
DDG-Net: Discriminability-Driven Graph Network for Weakly-supervised Temporal Action LocalizationCode1
BABEL: Bodies, Action and Behavior with English LabelsCode1
Background-Click Supervision for Temporal Action LocalizationCode1
1st place solution for AVA-Kinetics Crossover in AcitivityNet Challenge 2020Code1
Weakly-supervised Temporal Action Localization by Uncertainty ModelingCode1
Multiscale Vision Transformers meet Bipartite Matching for efficient single-stage Action LocalizationCode0
Object Priors for Classifying and Localizing Unseen ActionsCode0
ACGNet: Action Complement Graph Network for Weakly-supervised Temporal Action LocalizationCode0
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