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1904.12165
Cited By
Improved Conditional VRNNs for Video Prediction
IEEE International Conference on Computer Vision (ICCV), 2019
27 April 2019
Lluis Castrejon
Nicolas Ballas
Aaron Courville
VGen
DRL
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Papers citing
"Improved Conditional VRNNs for Video Prediction"
50 / 114 papers shown
SimVP: Towards Simple yet Powerful Spatiotemporal Predictive Learning
IEEE transactions on multimedia (IEEE TMM), 2022
Cheng Tan
Zhangyang Gao
Siyuan Li
Stan Z. Li
VLM
AI4TS
273
40
0
22 Nov 2022
A unified model for continuous conditional video prediction
Xi Ye
Guillaume-Alexandre Bilodeau
AI4TS
247
8
0
11 Oct 2022
See, Plan, Predict: Language-guided Cognitive Planning with Video Prediction
Maria Attarian
Advaya Gupta
Ziyi Zhou
Wei Yu
Igor Gilitschenski
Animesh Garg
LM&Ro
204
8
0
07 Oct 2022
GAUDI: A Neural Architect for Immersive 3D Scene Generation
Neural Information Processing Systems (NeurIPS), 2022
Miguel Angel Bautista
Pengsheng Guo
Samira Abnar
Walter A. Talbott
Alexander Toshev
...
Shuangfei Zhai
Hanlin Goh
Daniel Ulbricht
Afshin Dehghan
J. Susskind
SyDa
3DGS
248
155
0
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
Siyuan Li
Stan Z. Li
287
163
0
24 Jun 2022
Multi-Horizon Representations with Hierarchical Forward Models for Reinforcement Learning
Trevor A. McInroe
Lukas Schafer
Stefano V. Albrecht
228
8
0
22 Jun 2022
SimVP: Simpler yet Better Video Prediction
Computer Vision and Pattern Recognition (CVPR), 2022
Zhangyang Gao
Cheng Tan
Lirong Wu
Stan Z. Li
377
331
0
09 Jun 2022
Patch-based Object-centric Transformers for Efficient Video Generation
Wilson Yan
Ryogo Okumura
Stephen James
Pieter Abbeel
DiffM
ViT
271
6
0
08 Jun 2022
MS-RNN: A Flexible Multi-Scale Framework for Spatiotemporal Predictive Learning
Zhifeng Ma
Hao Zhang
Jie Liu
HAI
AI4CE
617
13
0
07 Jun 2022
Cascaded Video Generation for Videos In-the-Wild
International Conference on Pattern Recognition (ICPR), 2022
Lluis Castrejon
Nicolas Ballas
Aaron Courville
VGen
191
0
0
01 Jun 2022
Iso-Dream: Isolating and Leveraging Noncontrollable Visual Dynamics in World Models
Neural Information Processing Systems (NeurIPS), 2022
Minting Pan
Geng Chen
Yunbo Wang
Xiaokang Yang
344
53
0
27 May 2022
MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation
Vikram S. Voleti
Alexia Jolicoeur-Martineau
Christopher Pal
DiffM
VGen
426
377
0
19 May 2022
Learning Value Functions from Undirected State-only Experience
International Conference on Learning Representations (ICLR), 2022
Matthew Chang
Arjun Gupta
Saurabh Gupta
OffRL
178
9
0
26 Apr 2022
Future Object Detection with Spatiotemporal Transformers
Adam Tonderski
Joakim Johnander
Christoffer Petersson
Kalle AAstrom
ViT
189
1
0
21 Apr 2022
VPTR: Efficient Transformers for Video Prediction
International Conference on Pattern Recognition (ICPR), 2022
Xi Ye
Guillaume-Alexandre Bilodeau
ViT
233
28
0
29 Mar 2022
StretchBEV: Stretching Future Instance Prediction Spatially and Temporally
European Conference on Computer Vision (ECCV), 2022
Adil Kaan Akan
Fatma Guney
231
57
0
25 Mar 2022
Stochastic Video Prediction with Structure and Motion
Adil Kaan Akan
Sadra Safadoust
Fatma Guney
VGen
179
10
0
20 Mar 2022
MSPred: Video Prediction at Multiple Spatio-Temporal Scales with Hierarchical Recurrent Networks
British Machine Vision Conference (BMVC), 2022
Angel Villar-Corrales
Ani J. Karapetyan
Andreas Boltres
Sven Behnke
382
13
0
17 Mar 2022
Diffusion Probabilistic Modeling for Video Generation
Ruihan Yang
Prakhar Srivastava
Stephan Mandt
DiffM
VGen
592
313
0
16 Mar 2022
Controllable Animation of Fluid Elements in Still Images
Computer Vision and Pattern Recognition (CVPR), 2021
Aniruddha Mahapatra
K. Kulkarni
VGen
419
54
0
06 Dec 2021
Make It Move: Controllable Image-to-Video Generation with Text Descriptions
Computer Vision and Pattern Recognition (CVPR), 2021
Yaosi Hu
Chong Luo
Zhenzhong Chen
VGen
245
102
0
06 Dec 2021
Variational Predictive Routing with Nested Subjective Timescales
International Conference on Learning Representations (ICLR), 2021
Alexey Zakharov
Qinghai Guo
Zafeirios Fountas
BDL
AI4TS
139
11
0
21 Oct 2021
ModeRNN: Harnessing Spatiotemporal Mode Collapse in Unsupervised Predictive Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Zhiyu Yao
Yunbo Wang
Haixu Wu
Jianmin Wang
Mingsheng Long
AI4TS
236
12
0
08 Oct 2021
A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction
Moitreya Chatterjee
Narendra Ahuja
A. Cherian
UQCV
VGen
BDL
247
18
0
06 Oct 2021
VP-GO: a "light" action-conditioned visual prediction model
International Conference on Advanced Robotics and Mechatronics (ICARM), 2021
Anji Ma
Yoann Fleytoux
Jean-Baptiste Mouret
S. Ivaldi
134
1
0
26 Sep 2021
Simple Video Generation using Neural ODEs
David Kanaa
Vikram S. Voleti
Samira Ebrahimi Kahou
Christopher Pal
123
21
0
07 Sep 2021
Conditional Temporal Variational AutoEncoder for Action Video Prediction
International Journal of Computer Vision (IJCV), 2021
Xiaohan Li
Yi Wang
Liwei Wang
Bei Yu
Jiaya Jia
VGen
171
8
0
12 Aug 2021
SLAMP: Stochastic Latent Appearance and Motion Prediction
IEEE International Conference on Computer Vision (ICCV), 2021
Adil Kaan Akan
Erkut Erdem
Aykut Erdem
Fatma Guney
153
43
0
05 Aug 2021
Accurate Grid Keypoint Learning for Efficient Video Prediction
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Xiaojie Gao
Yueming Jin
Qi Dou
Chi-Wing Fu
Pheng-Ann Heng
VGen
181
18
0
28 Jul 2021
CCVS: Context-aware Controllable Video Synthesis
Neural Information Processing Systems (NeurIPS), 2021
G. L. Moing
Jean Ponce
Cordelia Schmid
259
90
0
16 Jul 2021
Diverse Video Generation using a Gaussian Process Trigger
International Conference on Learning Representations (ICLR), 2021
Gaurav Shrivastava
Abhinav Shrivastava
VGen
140
22
0
09 Jul 2021
iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis
A. Blattmann
Timo Milbich
Michael Dorkenwald
Bjorn Ommer
DiffM
VGen
188
48
0
06 Jul 2021
FitVid: Overfitting in Pixel-Level Video Prediction
Mohammad Babaeizadeh
M. Saffar
Suraj Nair
Sergey Levine
Chelsea Finn
D. Erhan
VLM
297
101
0
24 Jun 2021
Understanding Object Dynamics for Interactive Image-to-Video Synthesis
Computer Vision and Pattern Recognition (CVPR), 2021
A. Blattmann
Timo Milbich
Michael Dorkenwald
Bjorn Ommer
DiffM
VGen
137
46
0
21 Jun 2021
Conditional COT-GAN for Video Prediction with Kernel Smoothing
Tianlin Xu
Beatrice Acciaio
GAN
AI4TS
CML
119
6
0
10 Jun 2021
Hierarchical Video Generation for Complex Data
Lluis Castrejon
Nicolas Ballas
Aaron Courville
VGen
171
4
0
04 Jun 2021
Taylor saves for later: disentanglement for video prediction using Taylor representation
Ting Pan
Zhuqing Jiang
Jianan Han
S. Wen
Aidong Men
Haiying Wang
188
5
0
24 May 2021
Stochastic Image-to-Video Synthesis using cINNs
Computer Vision and Pattern Recognition (CVPR), 2021
Michael Dorkenwald
Timo Milbich
A. Blattmann
Robin Rombach
Konstantinos G. Derpanis
Bjorn Ommer
DiffM
VGen
239
64
0
10 May 2021
Comparing Correspondences: Video Prediction with Correspondence-wise Losses
Computer Vision and Pattern Recognition (CVPR), 2021
Daniel Geng
Max Hamilton
Andrew Owens
3DH
198
18
0
19 Apr 2021
Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction
International Conference on Learning Representations (ICLR), 2021
Wonkwang Lee
Whie Jung
Han Zhang
Ting Chen
Jing Yu Koh
Thomas E. Huang
Hyungsuk Yoon
Honglak Lee
Seunghoon Hong
167
29
0
14 Apr 2021
Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning
Computer Vision and Pattern Recognition (CVPR), 2021
Sangmin Lee
Hak Gu Kim
Dae Hwi Choi
Hyungil Kim
Yong Man Ro
207
123
0
02 Apr 2021
PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Yunbo Wang
Haixu Wu
Jianjin Zhang
Zhifeng Gao
Jianmin Wang
Philip S. Yu
Mingsheng Long
464
525
0
17 Mar 2021
Self-Supervision by Prediction for Object Discovery in Videos
International Conference on Information Photonics (ICIP), 2021
Beril Besbinar
P. Frossard
SSL
177
7
0
09 Mar 2021
Greedy Hierarchical Variational Autoencoders for Large-Scale Video Prediction
Computer Vision and Pattern Recognition (CVPR), 2021
Bohan Wu
Suraj Nair
Roberto Martin-Martin
Li Fei-Fei
Chelsea Finn
DRL
335
114
0
06 Mar 2021
MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions
Computer Vision and Pattern Recognition (CVPR), 2021
Haixu Wu
Zhiyu Yao
J. Wan
Mingsheng Long
223
165
0
03 Mar 2021
SLPC: a VRNN-based approach for stochastic lidar prediction and completion in autonomous driving
European Signal Processing Conference (EUSIPCO), 2021
George Eskandar
Alexander Braun
M. Meinke
Karim Armanious
Bin Yang
3DV
137
4
0
19 Feb 2021
Clockwork Variational Autoencoders
Neural Information Processing Systems (NeurIPS), 2021
Vaibhav Saxena
Jimmy Ba
Danijar Hafner
VGen
DRL
187
56
0
18 Feb 2021
Understanding in Artificial Intelligence
S. Maetschke
D. M. Iraola
Pieter Barnard
Elaheh Shafieibavani
Peter Zhong
Ying Xu
Antonio Jimeno Yepes
ELM
VLM
188
0
0
17 Jan 2021
Learning the Predictability of the Future
Computer Vision and Pattern Recognition (CVPR), 2021
Dídac Surís
Ruoshi Liu
Carl Vondrick
250
86
0
01 Jan 2021
A Log-likelihood Regularized KL Divergence for Video Prediction with A 3D Convolutional Variational Recurrent Network
Haziq Razali
Basura Fernando
DRL
162
6
0
11 Dec 2020
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