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2002.09905
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Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction
Computer Vision and Pattern Recognition (CVPR), 2020
23 February 2020
Beibei Jin
Yu Hu
Qiankun Tang
Jingyu Niu
Zhiping Shi
Yinhe Han
Xiaowei Li
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Papers citing
"Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction"
50 / 54 papers shown
UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines
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Tuning-Free Long Video Generation via Global-Local Collaborative Diffusion
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State-space Decomposition Model for Video Prediction Considering Long-term Motion Trend
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194
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Enhancing Bandwidth Efficiency for Video Motion Transfer Applications using Deep Learning Based Keypoint Prediction
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STDiff: Spatio-temporal Diffusion for Continuous Stochastic Video Prediction
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Ilya Zharkov
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323
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Long-Term Prediction of Natural Video Sequences with Robust Video Predictors
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346
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Song Tang
Chuang Li
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S-HR-VQVAE: Sequential Hierarchical Residual Learning Vector Quantized Variational Autoencoder for Video Prediction
IEEE transactions on multimedia (IEEE TMM), 2023
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Kalin Stefanov
Sabato Marco Siniscalchi
G. Salvi
351
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Fast Fourier Inception Networks for Occluded Video Prediction
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Chenhan Zhang
Xianghua Xu
272
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17 Jun 2023
PCPNet: An Efficient and Semantic-Enhanced Transformer Network for Point Cloud Prediction
IEEE Robotics and Automation Letters (RA-L), 2023
Zheng Luo
Junyi Ma
Zijie Zhou
Guang-ming Xiong
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190
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Model-Based Reinforcement Learning with Isolated Imaginations
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Geng Chen
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Anti-aliasing Predictive Coding Network for Future Video Frame Prediction
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DaDe: Delay-adaptive Detector for Streaming Perception
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Dongho Choi
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372
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Video Prediction by Efficient Transformers
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Motion and Context-Aware Audio-Visual Conditioned Video Prediction
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09 Dec 2022
SimVP: Towards Simple yet Powerful Spatiotemporal Predictive Learning
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Cheng Tan
Zhangyang Gao
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Advancing Learned Video Compression with In-loop Frame Prediction
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Radu Timofte
Luc Van Gool
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A unified model for continuous conditional video prediction
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285
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Wildfire Forecasting with Satellite Images and Deep Generative Model
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301
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Look at Adjacent Frames: Video Anomaly Detection without Offline Training
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Guodong Shen
Victor Sanchez
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27 Jul 2022
Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Cheng Tan
Zhangyang Gao
Lirong Wu
Yongjie Xu
Jun Xia
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Stan Z. Li
349
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24 Jun 2022
STIP: A SpatioTemporal Information-Preserving and Perception-Augmented Model for High-Resolution Video Prediction
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Xinfeng Zhang
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252
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SimVP: Simpler yet Better Video Prediction
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Zhangyang Gao
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Iso-Dream: Isolating and Leveraging Noncontrollable Visual Dynamics in World Models
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27 May 2022
Deep-learning-based prediction of nanoparticle phase transitions during in situ transmission electron microscopy
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Steven Spurgeon
Chongmin Wang
Yuyan Shao
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A. Peles
204
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23 May 2022
MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation
Vikram S. Voleti
Alexia Jolicoeur-Martineau
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597
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STAU: A SpatioTemporal-Aware Unit for Video Prediction and Beyond
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Zheng Chang
Xinfeng Zhang
Shanshe Wang
Siwei Ma
Wen Gao
300
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20 Apr 2022
STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction
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Siwei Ma
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195
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30 Mar 2022
VPTR: Efficient Transformers for Video Prediction
International Conference on Pattern Recognition (ICPR), 2022
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Guillaume-Alexandre Bilodeau
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On the Viability of Monocular Depth Pre-training for Semantic Segmentation
European Conference on Computer Vision (ECCV), 2022
Dong Lao
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Daniel Wang
Hyoungseob Park
Samuel Lu
Alex Wong
Stefano Soatto
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464
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Autoencoding Video Latents for Adversarial Video Generation
Sai Hemanth Kasaraneni
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181
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18 Jan 2022
Two-stage Rule-induction Visual Reasoning on RPMs with an Application to Video Prediction
Wentao He
Jianfeng Ren
Ruibin Bai
Xudong Jiang
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438
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0
24 Nov 2021
Wide and Narrow: Video Prediction from Context and Motion
British Machine Vision Conference (BMVC), 2021
Jaehoon Cho
Jiyoung Lee
Changjae Oh
Wonil Song
Kwanghoon Sohn
226
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ModeRNN: Harnessing Spatiotemporal Mode Collapse in Unsupervised Predictive Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
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Yunbo Wang
Haixu Wu
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Mingsheng Long
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280
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A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction
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Accurate Grid Keypoint Learning for Efficient Video Prediction
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
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Physics-informed generative neural network: an application to troposphere temperature prediction
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Computer Vision and Pattern Recognition (CVPR), 2021
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Timo Milbich
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Taylor saves for later: disentanglement for video prediction using Taylor representation
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Zhuqing Jiang
Jianan Han
S. Wen
Aidong Men
Haiying Wang
259
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Learning Semantic-Aware Dynamics for Video Prediction
Computer Vision and Pattern Recognition (CVPR), 2021
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Stefano Soatto
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Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning
Computer Vision and Pattern Recognition (CVPR), 2021
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Hak Gu Kim
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Yong Man Ro
258
130
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Future Frame Prediction for Robot-assisted Surgery
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Yueming Jin
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Modular Action Concept Grounding in Semantic Video Prediction
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