SOTAVerified

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
VideoMix: Rethinking Data Augmentation for Video ClassificationCode1
Video Self-Stitching Graph Network for Temporal Action LocalizationCode1
Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action LocalizationCode1
HAT: History-Augmented Anchor Transformer for Online Temporal Action LocalizationCode1
Boosting Weakly-Supervised Temporal Action Localization with Text InformationCode1
Learning to Localize Actions from MomentsCode1
Modeling Multi-Label Action Dependencies for Temporal Action LocalizationCode1
Multimodal Clustering Networks for Self-supervised Learning from Unlabeled VideosCode1
BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationCode1
Multi-shot Temporal Event Localization: a BenchmarkCode1
E^2TAD: An Energy-Efficient Tracking-based Action DetectorCode1
OpenTAL: Towards Open Set Temporal Action LocalizationCode1
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
PDAN: Pyramid Dilated Attention Network for Action DetectionCode1
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
Referring Atomic Video Action RecognitionCode1
Revisiting Anchor Mechanisms for Temporal Action LocalizationCode1
End-to-End Learning of Visual Representations from Uncurated Instructional VideosCode1
Open-Vocabulary Action Localization with Iterative Visual PromptingCode1
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
Re^2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action LocalizationCode1
Cross-modal Consensus Network forWeakly Supervised Temporal Action LocalizationCode1
SF-Net: Single-Frame Supervision for Temporal Action LocalizationCode1
TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationCode1
AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual ActionsCode1
ActionSwitch: Class-agnostic Detection of Simultaneous Actions in Streaming VideosCode1
TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization TasksCode1
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
Multilevel semantic and adaptive actionness learning for weakly supervised temporal action localizationCode0
ACGNet: Action Complement Graph Network for Weakly-supervised Temporal Action LocalizationCode0
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