Video Summarisation by Classification with Deep Reinforcement Learning

9 July 2018

Andrea Cavallaro

Papers citing "Video Summarisation by Classification with Deep Reinforcement Learning"

26 / 26 papers shown

Title
Video Summarization by Learning from Unpaired Data Mrigank Rochan Yang Wang 58 120 0 30 May 2018
FFNet: Video Fast-Forwarding via Reinforcement Learning Shuyue Lan Yikang Shen Qi Zhu Amit K. Roy-Chowdhury 53 50 0 08 May 2018
Dilated Temporal Relational Adversarial Network for Generic Video Summarization Yujia Zhang Michael C. Kampffmeyer Xiaodan Liang Dingwen Zhang Min Tan Eric Xing ViT 54 49 0 30 Apr 2018
Learning Deep Sketch Abstraction U. Muhammad Yongxin Yang Yi-Zhe Song Tao Xiang Timothy M. Hospedales 37 96 0 13 Apr 2018
Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward Kaiyang Zhou Yu Qiao Tao Xiang 46 430 0 29 Dec 2017
Video Captioning via Hierarchical Reinforcement Learning Xin Eric Wang Wenhu Chen Jiawei Wu Yuan-fang Wang William Yang Wang 78 229 0 29 Nov 2017
Learning Policies for Adaptive Tracking with Deep Feature Cascades Chen Huang Simon Lucey Deva Ramanan 65 223 0 09 Aug 2017
Tracking as Online Decision-Making: Learning a Policy from Streaming Videos with Reinforcement Learning J. Supančič Deva Ramanan OffRL 51 109 0 17 Jul 2017
Actor-Critic Sequence Training for Image Captioning Li Zhang Flood Sung Feng Liu Tao Xiang S. Gong Yongxin Yang Timothy M. Hospedales 48 111 0 29 Jun 2017
Collaborative Summarization of Topic-Related Videos Yikang Shen Amit K. Roy-Chowdhury EgoV 47 79 0 09 Jun 2017
Discovering Visual Concept Structure with Sparse and Incomplete Tags Jingya Wang Xiatian Zhu S. Gong 35 15 0 30 May 2017
Curiosity-driven Exploration by Self-supervised Prediction Deepak Pathak Pulkit Agrawal Alexei A. Efros Trevor Darrell LRM SSL 108 2,437 0 15 May 2017
Deep Reinforcement Learning-based Image Captioning with Embedding Reward Zhou Ren Xiaoyu Wang Ning Zhang Xutao Lv Li Li 52 324 0 12 Apr 2017
Video Summarization using Deep Semantic Features Mayu Otani Yuta Nakashima Esa Rahtu J. Heikkilä N. Yokoya 48 113 0 28 Sep 2016
Video Summarization with Long Short-term Memory Ke Zhang Wei-Lun Chao Fei Sha Kristen Grauman 93 689 0 26 May 2016
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 883 27,358 0 02 Dec 2015
Dueling Network Architectures for Deep Reinforcement Learning Ziyun Wang Tom Schaul Matteo Hessel H. V. Hasselt Marc Lanctot Nando de Freitas OffRL 91 3,755 0 20 Nov 2015
Unsupervised Extraction of Video Highlights Via Robust Recurrent Auto-encoders Huan Yang Baoyuan Wang Stephen Lin David Wipf Minyi Guo B. Guo 104 178 0 06 Oct 2015
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 167 7,641 0 22 Sep 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 323 18,613 0 06 Feb 2015
Learning from Multiple Sources for Video Summarisation Xiatian Zhu Chen Change Loy S. Gong 56 26 0 13 Jan 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 465 43,658 0 17 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,344 0 03 Jun 2014
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 127 12,231 0 19 Dec 2013
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 190 5,346 0 21 Nov 2012