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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
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
An Evaluation of Action Recognition Models on EPIC-KitchensCode1
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
Collaborative Spatiotemporal Feature Learning for Video Action RecognitionCode0
MARS: Motion-Augmented RGB Stream for 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
Large Scale Holistic Video UnderstandingCode1
Human Motion Prediction via Pattern Completion in Latent Representation Space—0
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave ConvolutionCode0
What and How Well You Performed? A Multitask Learning Approach to Action Quality AssessmentCode1
Relational Action Forecasting—0
Video Classification with Channel-Separated Convolutional NetworksCode0
VideoBERT: A Joint Model for Video and Language Representation LearningCode0
Activity Driven Weakly Supervised Object Detection—0
StartNet: Online Detection of Action Start in Untrimmed Videos—0
Saliency Tubes: Visual Explanations for Spatio-Temporal ConvolutionsCode0
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition—0
FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network—0
High Quality Monocular Depth Estimation via Transfer LearningCode1
D3D: Distilled 3D Networks for Video Action RecognitionCode0
Multi-Level Sequence GAN for Group Activity Recognition—0
Long-Term Feature Banks for Detailed Video UnderstandingCode0
SlowFast Networks for Video RecognitionCode1
Timeception for Complex Action RecognitionCode1
A^2-Nets: Double Attention NetworksCode0
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