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Action Classification

Image source: The Kinetics Human Action Video Dataset

Papers

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Showing 301–350 of 457 papers

TitleStatusHype
Discriminative Dictionary Design for Action Classification in Still Images and Videos—0
The AVA-Kinetics Localized Human Actions Video Dataset—0
Ensembles of Deep Neural Networks for Action Recognition in Still Images—0
Human Action Recognition using Local Two-Stream Convolution Neural Network Features and Support Vector Machines—0
Audiovisual SlowFast Networks for Video RecognitionCode0
Self-supervising Action Recognition by Statistical Moment and Subspace Descriptors—0
Can x2vec Save Lives? Integrating Graph and Language Embeddings for Automatic Mental Health ClassificationCode0
The Liar's Walk: Detecting Deception with Gait and Gesture—0
Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action RecognitionCode0
SoccerDB: A Large-Scale Database for Comprehensive Video UnderstandingCode0
HalluciNet-ing Spatiotemporal Representations Using a 2D-CNNCode0
Synthetic Humans for Action Recognition from Unseen ViewpointsCode0
ClusterFit: Improving Generalization of Visual RepresentationsCode0
More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal AggregationCode0
AdapNet: Adaptability Decomposing Encoder-Decoder Network for Weakly Supervised Action Recognition and Localization—0
RWF-2000: An Open Large Scale Video Database for Violence DetectionCode0
Human Action Recognition in Drone Videos using a Few Aerial Training Examples—0
Human Action Sequence Classification—0
Toyota Smarthome: Real-World Activities of Daily Living—0
Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks—0
Target-Specific Action Classification for Automated Assessment of Human Motor Behavior from Video—0
Fine-grained Action Segmentation using the Semi-Supervised Action GAN—0
Multi-Modal Three-Stream Network for Action Recognition—0
Graph Convolutional Networks for Temporal Action LocalizationCode0
Deep Concept-wise Temporal Convolutional Networks for Action LocalizationCode0
3C-Net: Category Count and Center Loss for Weakly-Supervised Action LocalizationCode0
Action recognition with spatial-temporal discriminative filter banks—0
STM: SpatioTemporal and Motion Encoding for Action Recognition—0
Two-Stream Video Classification with Cross-Modality Attention—0
Domain-Specific Priors and Meta Learning for Few-Shot First-Person Action Recognition—0
A Short Note on the Kinetics-700 Human Action Dataset—0
Delving into 3D Action Anticipation from Streaming Videos—0
PredNet and Predictive Coding: A Critical ReviewCode0
Hallucinating IDT Descriptors and I3D Optical Flow Features for Action Recognition with CNNs—0
Learning Spatio-Temporal Representation with Local and Global DiffusionCode0
FASTER Recurrent Networks for Efficient Video Classification—0
Video Modeling with Correlation Networks—0
Global Textual Relation Embedding for Relational UnderstandingCode0
How Much Does Audio Matter to Recognize Egocentric Object Interactions?—0
MARS: Motion-Augmented RGB Stream for Action RecognitionCode0
Collaborative Spatiotemporal Feature Learning for Video Action RecognitionCode0
AssembleNet: Searching for Multi-Stream Neural Connectivity in Video ArchitecturesCode0
What Makes Training Multi-Modal Classification Networks Hard?Code0
Improving Action Localization by Progressive Cross-stream Cooperation—0
Representation Learning on Visual-Symbolic Graphs for Video Understanding—0
Unified Generator-Classifier for Efficient Zero-Shot Learning—0
Large-scale weakly-supervised pre-training for video action recognitionCode0
Human Motion Prediction via Pattern Completion in Latent Representation Space—0
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave ConvolutionCode0
Relational Action Forecasting—0
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