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video_classification's Introduction

Deep Learning based Video Classification

[TOC]

Video classification

2014

  • Large-scale Video Classification with Convolutional Neural Networks

  • Learning Spatiotemporal Features with 3D Convolutional Networks

  • Two-Stream Convolutional Networks for Action Recognition in Videos

2016

  • Video Classification using Two Stream CNNs

  • Video-Classification-CNN-and-LSTM

  • Video Classification Using 3D ResNet

  • Video classification with CNN(InceptionV3)

  • Two-Stream SR-CNNs for Action Recognition in Videos

2017

  • ActionVLAD: Learning spatio-temporal aggregation for action classification

  • Non-local Neural Networks

  • Learnable pooling with Context Gating for video classification

  • Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset

  • CRF for multi-label video classification

  • Fast Video Classification via Adaptive Cascading of Deep Models

2018

  • Watching a Small Portion could be as Good as Watching All: Towards Efficient Video Classification

  • Real Time action recognition

  • Adversarial Framing for Image and Video Classification

  • Learnable Pooling Methods for Video Classification

  • Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification

  • Appearance-and-Relation Networks for Video Classification

  • Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification

  • Compound Memory Networks for Few-shot Video Classification

  • Deep Discriminative Model for Video Classification

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