A Review on Deep Learning Techniques for Video Prediction

10 April 2020

Sergiu Oprea

P. Martinez-Gonzalez

Alberto Garcia-Garcia

John Alejandro Castro-Vargas

S. Orts-Escolano

Jose Garcia-Rodriguez

Antonis Argyros

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Papers citing "A Review on Deep Learning Techniques for Video Prediction"

28 / 28 papers shown

Title
Real-time Video Prediction With Fast Video Interpolation Model and Prediction Training Shota Hirose Kazuki Kotoyori Kasidis Arunruangsirilert Fangzheng Lin Heming Sun J. Katto 3DH 44 1 0 29 Mar 2025
Networking Systems for Video Anomaly Detection: A Tutorial and Survey Jing Liu Yang Liu Jieyu Lin Jielin Li Peng Sun Bo Hu Liang Song Azzedine Boukerche Victor C.M. Leung Victor C.M. Leung 43 10 0 16 May 2024
Hypergraph-Transformer (HGT) for Interactive Event Prediction in Laparoscopic and Robotic Surgery Lianhao Yin Yutong Ban J. Eckhoff O. Meireles Daniela Rus Guy Rosman 37 1 0 03 Feb 2024
Long-Term Prediction of Natural Video Sequences with Robust Video Predictors Luke Ditria Tom Drummond 30 0 0 21 Aug 2023
Enabling Real-time Neural Recovery for Cloud Gaming on Mobile Devices Zhaoyuan He Yifan Yang Shuozhe Li Diyuan Dai Lili Qiu Yuqing Yang 12 0 0 15 Jul 2023
MIGPerf: A Comprehensive Benchmark for Deep Learning Training and Inference Workloads on Multi-Instance GPUs Huaizheng Zhang Yuanming Li Wencong Xiao Yizheng Huang Xing Di Jianxiong Yin Simon See Yong Luo C. Lau Yang You VLM 9 3 0 01 Jan 2023
On the Learning Mechanisms in Physical Reasoning Shiqian Li Ke Wu Chi Zhang Yixin Zhu AI4CE 37 13 0 05 Oct 2022
Temporal View Synthesis of Dynamic Scenes through 3D Object Motion Estimation with Multi-Plane Images Nagabhushan Somraj Pranali Sancheti R. Soundararajan 21 4 0 19 Aug 2022
Visual-Assisted Sound Source Depth Estimation in the Wild Wei Sun L. Qiu MDE 9 0 0 07 Jul 2022
Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning Cheng Tan Zhangyang Gao Lirong Wu Yongjie Xu Jun-Xiong Xia Siyuan Li Stan Z. Li 25 102 0 24 Jun 2022
SimVP: Simpler yet Better Video Prediction Zhangyang Gao Cheng Tan Lirong Wu Stan Z. Li 14 208 0 09 Jun 2022
Deep-learning-based prediction of nanoparticle phase transitions during in situ transmission electron microscopy W. Fu Steven Spurgeon Chongmin Wang Yuyan Shao Wei Wang A. Peles 23 1 0 23 May 2022
Performing Video Frame Prediction of Microbial Growth with a Recurrent Neural Network Connor Robertson J. Wilmoth S. Retterer M. Fuentes-Cabrera 8 2 0 12 May 2022
STAU: A SpatioTemporal-Aware Unit for Video Prediction and Beyond Zheng Chang Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao 25 1 0 20 Apr 2022
VPTR: Efficient Transformers for Video Prediction Xi Ye Guillaume-Alexandre Bilodeau ViT 8 18 0 29 Mar 2022
MSPred: Video Prediction at Multiple Spatio-Temporal Scales with Hierarchical Recurrent Networks Angel Villar-Corrales Ani J. Karapetyan Andreas Boltres Sven Behnke 19 11 0 17 Mar 2022
Diffusion Probabilistic Modeling for Video Generation Ruihan Yang Prakhar Srivastava Stephan Mandt DiffM VGen 13 255 0 16 Mar 2022
Video Transformers: A Survey Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 20 101 0 16 Jan 2022
FREGAN : an application of generative adversarial networks in enhancing the frame rate of videos Rishik Mishra Neeraj Gupta Nitya Shukla 26 0 0 01 Nov 2021
Predicting decision-making in the future: Human versus Machine H. Ryu Uijong Ju C. Wallraven 3DH 15 0 0 09 Oct 2021
Sequential Point Cloud Prediction in Interactive Scenarios: A Survey Haowen Wang Zirui Li Jian-wei Gong 3DPC 13 1 0 15 Sep 2021
Meta-Learning Dynamics Forecasting Using Task Inference Rui Wang Robin G. Walters Rose Yu OOD AI4TS AI4CE 9 31 0 20 Feb 2021
Photo-Realistic Video Prediction on Natural Videos of Largely Changing Frames O. Shouno GAN 22 21 0 19 Mar 2020
Transformation-based Adversarial Video Prediction on Large-Scale Data Pauline Luc Aidan Clark Sander Dieleman Diego de Las Casas Yotam Doron Albin Cassirer Karen Simonyan VGen 212 86 0 09 Mar 2020
When Deep Learning Meets Data Alignment: A Review on Deep Registration Networks (DRNs) Victor Villena-Martinez Sergiu Oprea Marcelo Saval-Calvo J. Azorín-López Andrés Fuster-Guilló Robert B. Fisher 26 32 0 06 Mar 2020
Incorporating Symmetry into Deep Dynamics Models for Improved Generalization Rui Wang Robin G. Walters Rose Yu AI4CE 22 166 0 08 Feb 2020
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 225 2,542 0 25 Jan 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 201 7,816 0 13 Jun 2015