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Memory in Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity From Spatiotemporal Dynamics
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2019
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Yunbo Wang
Jianjin Zhang
Hongyu Zhu
Mingsheng Long
Jianmin Wang
Philip S. Yu
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2
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Pose Guided Human Video Generation
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2018
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Ceyuan Yang
Zhe Wang
Xinge Zhu
Chen Huang
Jianping Shi
Dahua Lin
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2
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MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions
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2021
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Haixu Wu
Zhiyu Yao
Jianmin Wang
Mingsheng Long
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2
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Disentangling Physical Dynamics From Unknown Factors for Unsupervised Video Prediction
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2020
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Vincent Le Guen
Nicolas Thome
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2
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Folded Recurrent Neural Networks for Future Video Prediction
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2018
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Marc Oliu
Javier Selva
SĂ©rgio Escalera
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2
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The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
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2018
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Richard Zhang
Phillip Isola
Alexei A. Efros
Eli Shechtman
Oliver Wang
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2
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CrevNet: Conditionally Reversible Video Prediction
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2019
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Wei Yu
Yichao Lu
Steve Easterbrook
Sanja Fidler
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2
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Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
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2015
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Xingjian Shi
Zhourong Chen
Hao Wang
DitâYan Yeung
Wai Kin Wong
Wangâchun Woo
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2
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Decomposing Motion and Content for Natural Video Sequence Prediction
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2017
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Ruben Villegas
Shuicheng Yan
Seunghoon Hong
Xunyu Lin
Honglak Lee
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1
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Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model
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2017
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Xingjian Shi
Zhihan Gao
Leonard Lausen
Hao Wang
DitâYan Yeung
Wai Kin Wong
Wangâchun Woo
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1
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PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning
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2018
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Yunbo Wang
Zhifeng Gao
Mingsheng Long
Jianmin Wang
Philip S. Yu
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1
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Toward Characteristic-Preserving Image-Based Virtual Try-On Network
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2018
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Bochao Wang
Huabin Zheng
Xiaodan Liang
Yimin Chen
Liang Lin
Meng Yang
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1
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MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics
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2018
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Xinchen Yan
Akash Rastogi
Ruben Villegas
Kalyan Sunkavalli
Eli Shechtman
Sunil Hadap
Ersin Yumer
Honglak Lee
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1
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Recurrent Flow-Guided Semantic Forecasting
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2019
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Adam M. Terwilliger
Garrick Brazil
Xiaoming Liu
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1
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A Style-Based Generator Architecture for Generative Adversarial Networks
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2019
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Tero Karras
Samuli Laine
Timo Aila
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1
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Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks
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2017
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Jun-Yan Zhu
Taesung Park
Phillip Isola
Alexei A. Efros
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1
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Semantic Image Synthesis With Spatially-Adaptive Normalization
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2019
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Taesung Park
Ming-Yu Liu
Ting-Chun Wang
Jun-Yan Zhu
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1
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Video Scene Parsing with Predictive Feature Learning
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2017
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Xiaojie Jin
Xin Li
Huaxin Xiao
Xiaohui Shen
Zhe Lin
Shuicheng Yan
Yunpeng Chen
Jian Dong
Luoqi Liu
Zequn Jie
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1
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Delving Deeper into Convolutional Networks for Learning Video Representations
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2015
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Nicolas Ballas
Li Yao
Chris Pal
Aaron Courville
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1
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End-to-End Dense Video Captioning with Masked Transformer
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2018
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Luowei Zhou
Yingbo Zhou
Jason J. Corso
Richard Socher
Caiming Xiong
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1
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Unsupervised Learning for Physical Interaction through Video Prediction
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2016
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Chelsea Finn
Ian J. Goodfellow
Sergey Levine
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1
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Video Action Transformer Network
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2019
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Rohit Girdhar
JoĂŁo Carreira
Carl Doersch
Andrew Zisserman
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1
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The Pose Knows: Video Forecasting by Generating Pose Futures
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2017
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Jacob Walker
Kenneth Marino
Abhinav Gupta
Martial Hebert
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1
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Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model
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2017
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Xingjian Shi
Zhihan Gao
Leonard Lausen
Hao Wang
Dit Yan Yeung
Wai Kin Wong
Wang Chun Woo
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1
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Adam: A Method for Stochastic Optimization
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2014
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Diederik P. Kingma
Jimmy Ba
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1
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Stochastic Video Generation with a Learned Prior
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2018
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Emily Denton
Rob Fergus
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1
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PyTorch: An Imperative Style, High-Performance Deep Learning Library
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2019
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Adam Paszke
Sam Gross
Francisco Massa
Adam Lerer
James Bradbury
Gregory Chanan
Trevor Killeen
Zeming Lin
Natalia Gimelshein
Luca Antiga
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1
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Unsupervised Keypoint Learning for Guiding Class-Conditional Video Prediction
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2019
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Yunji Kim
Seonghyeon Nam
In Cho
Seon Joo Kim
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1
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FUTUREGAN: ANTICIPATING THE FUTURE FRAMES OF VIDEO SEQUENCES USING SPATIO-TEMPORAL 3D CONVOLUTIONS IN PROGRESSIVELY GROWING GANS
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2019
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Sandra Aigner
Marco Körner
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1
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Convolutional Tensor-Train LSTM for Spatio-temporal Learning
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2020
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Jiahao Su
Wonmin Byeon
Jean Kossaifi
Furong Huang
Jan Kautz
Animashree Anandkumar
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1
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A Review on Deep Learning Techniques for Video Prediction
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2020
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Sergiu Oprea
Pablo MartĂnez-GonzĂĄlez
Alberto GarcĂa-GarcĂa
John Alejandro Castro-Vargas
Sergio OrtsâEscolano
JosĂ© GarcĂaâRodrĂguez
Antonis Argyros
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1
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Future Video Synthesis With Object Motion Prediction
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2020
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Yue Wu
Rongrong Gao
Jaesik Park
Qifeng Chen
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1
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Analyzing and Improving the Image Quality of StyleGAN
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2020
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Tero Karras
Samuli Laine
Miika Aittala
Janne Hellsten
Jaakko Lehtinen
Timo Aila
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1
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Multi-modal Transformer for Video Retrieval
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2020
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Valentin Gabeur
Chen Sun
Karteek Alahari
Cordelia Schmid
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1
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Neural Re-rendering of Humans from a Single Image
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2020
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Kripasindhu Sarkar
Dushyant Mehta
Weipeng Xu
Vladislav Golyanik
Christian Theobalt
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1
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An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
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2020
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Alexey Dosovitskiy
Lucas Beyer
Alexander Kolesnikov
Dirk Weissenborn
Xiaohua Zhai
Thomas Unterthiner
Mostafa Dehghani
Matthias Minderer
Georg Heigold
Sylvain Gelly
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1
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Generative adversarial networks
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2020
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Ian Goodfellow
Jean Pouget-Abadie
Mehdi Mirza
Bing Xu
David Warde-Farley
Sherjil Ozair
Aaron Courville
Yoshua Bengio
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1
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ConvTransformer: A Convolutional Transformer Network for Video Frame Synthesis
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2020
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Zhouyong Liu
Shun Luo
Wubin Li
Jingben Lu
Yufan Wu
Chunguo Li
Yang Luxi
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1
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Is Space-Time Attention All You Need for Video Understanding?
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2021
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Gedas Bertasius
Heng Wang
Lorenzo Torresani
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1
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Latent Video Transformer
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2021
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Ruslan Rakhimov
Denis Volkhonskiy
Alexey Artemov
Denis Zorin
Evgeny Burnaev
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1
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Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
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2021
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Ze Liu
Yutong Lin
Yue Cao
Han Hu
Yixuan Wei
Zheng Zhang
Stephen Lin
Baining Guo
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1
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Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction
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2021
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Wonkwang Lee
Whie Jung
Han Zhang
Ting Chen
Jing Yu Koh
Thomas Huang
Hyung-Suk Yoon
Honglak Lee
Seunghoon Hong
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1
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Efficient Semantic Image Synthesis via Class-Adaptive Normalization
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2021
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Zhentao Tan
Dongdong Chen
Qi Chu
Menglei Chai
Jing Liao
Mingming He
Lu Yuan
Gang Hua
Nenghai Yu
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1
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End-to-End Video Instance Segmentation with Transformers
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2021
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Yuqing Wang
Zhaoliang Xu
Xinlong Wang
Chunhua Shen
Baoshan Cheng
Hao Shen
Huaxia Xia
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1
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Closed-Form Factorization of Latent Semantics in GANs
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2021
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Yujun Shen
Bolei Zhou
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1
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Taming Transformers for High-Resolution Image Synthesis
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2021
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Patrick Esser
Robin Rombach
Björn Ommer
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1
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MDMMT: Multidomain Multimodal Transformer for Video Retrieval
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2021
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Maksim Dzabraev
Maksim Kalashnikov
Stepan Komkov
Aleksandr Petiushko
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1
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Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning
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2021
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Sangmin Lee
Hak Gu Kim
Dae Hwi Choi
Hyung-Il Kim
Yong Man Ro
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1
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Token Shift Transformer for Video Classification
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2021
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Hao Zhang
Yanbin Hao
ChongâWah Ngo
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1
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ViViT: A Video Vision Transformer
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2021
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Anurag Arnab
Mostafa Dehghani
Georg Heigold
Chen Sun
Mario LuÄiÄ
Cordelia Schmid
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1
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