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Towards Accurate Generative Models of Video: A New Metric & Challenges
3 December 2018
Thomas Unterthiner
Sjoerd van Steenkiste
Karol Kurach
Raphaël Marinier
Marcin Michalski
Sylvain Gelly
EGVM
VGen
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Papers citing
"Towards Accurate Generative Models of Video: A New Metric & Challenges"
50 / 715 papers shown
DVC-P: Deep Video Compression with Perceptual Optimizations
Visual Communications and Image Processing (VCIP), 2021
Saiping Zhang
M. Mrak
Luis Herranz
Marc Górriz
Shuai Wan
Fuzheng Yang
97
10
0
22 Sep 2021
Learning Fine-Grained Motion Embedding for Landscape Animation
Hongwei Xue
Bei Liu
Huan Yang
Jianlong Fu
Houqiang Li
Jiebo Luo
209
12
0
06 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
RockGPT: Reconstructing three-dimensional digital rocks from single two-dimensional slice from the perspective of video generation
Computational Geosciences (Comput. Geosci.), 2021
Qi Zheng
Dongxiao Zhang
127
27
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
258
90
0
16 Jul 2021
StyleVideoGAN: A Temporal Generative Model using a Pretrained StyleGAN
British Machine Vision Conference (BMVC), 2021
Gereon Fox
A. Tewari
Mohamed A. Elgharib
Christian Theobalt
346
53
0
15 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
185
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
Novel View Video Prediction Using a Dual Representation
International Conference on Information Photonics (ICIP), 2021
Sarah Shiraz
Krishna Regmi
Shruti Vyas
Yogesh S Rawat
M. Shah
166
6
0
07 Jun 2021
Hierarchical Video Generation for Complex Data
Lluis Castrejon
Nicolas Ballas
Aaron Courville
VGen
171
4
0
04 Jun 2021
Temporally coherent video anonymization through GAN inpainting
Thangapavithraa Balaji
P. Blies
Georg Göri
Raphael Mitsch
Marcel Wasserer
Torsten Schön
PICV
104
11
0
04 Jun 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
A Good Image Generator Is What You Need for High-Resolution Video Synthesis
International Conference on Learning Representations (ICLR), 2021
Yu Tian
Jian Ren
Menglei Chai
Kyle Olszewski
Xi Peng
Dimitris N. Metaxas
Sergey Tulyakov
VGen
275
204
0
30 Apr 2021
DriveGAN: Towards a Controllable High-Quality Neural Simulation
Computer Vision and Pattern Recognition (CVPR), 2021
S. Kim
Jonah Philion
Antonio Torralba
Sanja Fidler
257
135
0
30 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
GATSBI: Generative Agent-centric Spatio-temporal Object Interaction
Computer Vision and Pattern Recognition (CVPR), 2021
Cheol-Hui Min
Jinseok Bae
Junho Lee
Y. Kim
235
9
0
09 Apr 2021
Strumming to the Beat: Audio-Conditioned Contrastive Video Textures
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Medhini Narasimhan
Shiry Ginosar
Andrew Owens
Alexei A. Efros
Trevor Darrell
DiffM
136
19
0
06 Apr 2021
M3L: Language-based Video Editing via Multi-Modal Multi-Level Transformers
Tsu-Jui Fu
Xinze Wang
Scott T. Grafton
Miguel P. Eckstein
Wenjie Wang
286
10
0
02 Apr 2021
Trusted Artificial Intelligence: Towards Certification of Machine Learning Applications
P. M. Winter
Sebastian K. Eder
J. Weissenbock
Christoph Schwald
Thomas Doms
Tom Vogt
Sepp Hochreiter
Bernhard Nessler
215
30
0
31 Mar 2021
A Shape-Aware Retargeting Approach to Transfer Human Motion and Appearance in Monocular Videos
International Journal of Computer Vision (IJCV), 2021
Thiago L. Gomes
Renato Martins
João Ferreira
Rafael Azevedo
Guilherme Torres
Erickson R. Nascimento
3DH
211
17
0
29 Mar 2021
Conditional Frechet Inception Distance
Michael Soloveitchik
Tzvi Diskin
E. Morin
A. Wiesel
EGVM
215
42
0
21 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
162
0
03 Mar 2021
Predicting Video with VQVAE
Jacob Walker
Ali Razavi
Aaron van den Oord
DRL
236
75
0
02 Mar 2021
Clockwork Variational Autoencoders
Neural Information Processing Systems (NeurIPS), 2021
Vaibhav Saxena
Jimmy Ba
Danijar Hafner
VGen
DRL
187
56
0
18 Feb 2021
Playable Video Generation
Computer Vision and Pattern Recognition (CVPR), 2021
Willi Menapace
Stéphane Lathuilière
Sergey Tulyakov
Aliaksandr Siarohin
Elisa Ricci
SSL
VGen
178
74
0
28 Jan 2021
ArrowGAN : Learning to Generate Videos by Learning Arrow of Time
Neurocomputing (Neurocomputing), 2021
Kibeom Hong
Youngjung Uh
H. Byun
GAN
277
10
0
11 Jan 2021
An Efficient Recurrent Adversarial Framework for Unsupervised Real-Time Video Enhancement
International Journal of Computer Vision (IJCV), 2020
Dario Fuoli
Zhiwu Huang
D. Paudel
Luc Van Gool
Radu Timofte
248
9
0
24 Dec 2020
HeadGAN: One-shot Neural Head Synthesis and Editing
IEEE International Conference on Computer Vision (ICCV), 2020
M. Doukas
Stefanos Zafeiriou
V. Sharmanska
CVBM
3DH
267
154
0
15 Dec 2020
Modular Action Concept Grounding in Semantic Video Prediction
Computer Vision and Pattern Recognition (CVPR), 2020
Wei Yu
Wenxin Chen
Songheng Yin
S. Easterbrook
Animesh Garg
361
13
0
23 Nov 2020
Game Plan: What AI can do for Football, and What Football can do for AI
Journal of Artificial Intelligence Research (JAIR), 2020
K. Tuyls
Shayegan Omidshafiei
Paul Muller
Zhe Wang
Jerome T. Connor
...
Simon Bouton
Nathalie Beauguerlange
Jackson Broshear
T. Graepel
Demis Hassabis
234
97
0
18 Nov 2020
Hierarchical Style-based Networks for Motion Synthesis
Jingwei Xu
Huazhe Xu
Bingbing Ni
Xiaokang Yang
Xinyu Wang
Trevor Darrell
3DH
132
36
0
24 Aug 2020
DeepLandscape: Adversarial Modeling of Landscape Video
Elizaveta Logacheva
Roman Suvorov
Oleg Khomenko
Anton Mashikhin
Victor Lempitsky
145
24
0
21 Aug 2020
Dynamic Object Removal and Spatio-Temporal RGB-D Inpainting via Geometry-Aware Adversarial Learning
IEEE Transactions on Intelligent Vehicles (TIV), 2020
Borna Bevsić
Abhinav Valada
366
37
0
12 Aug 2020
PDE-Driven Spatiotemporal Disentanglement
Jérémie Donà
Jean-Yves Franceschi
Sylvain Lamprier
Patrick Gallinari
OOD
DRL
297
32
0
04 Aug 2020
Video Prediction via Example Guidance
Jingwei Xu
Huazhe Xu
Bingbing Ni
Xiaokang Yang
Trevor Darrell
AI4TS
177
17
0
03 Jul 2020
RELATE: Physically Plausible Multi-Object Scene Synthesis Using Structured Latent Spaces
Sébastien Ehrhardt
Oliver Groth
Áron Monszpart
Martin Engelcke
Ingmar Posner
Niloy Mitra
Andrea Vedaldi
3DPC
233
57
0
02 Jul 2020
Deep Learning for Vision-based Prediction: A Survey
Amir Rasouli
372
45
0
30 Jun 2020
Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors
Neural Information Processing Systems (NeurIPS), 2020
Karl Pertsch
Oleh Rybkin
F. Ebert
Chelsea Finn
Dinesh Jayaraman
Sergey Levine
256
81
0
23 Jun 2020
Head2Head++: Deep Facial Attributes Re-Targeting
M. Doukas
Mohammad Rami Koujan
V. Sharmanska
A. Roussos
CVBM
3DH
226
48
0
17 Jun 2020
COT-GAN: Generating Sequential Data via Causal Optimal Transport
Tianlin Xu
L. Wenliang
Michael Munn
Beatrice Acciaio
GAN
CML
188
121
0
15 Jun 2020
A Review on Deep Learning Techniques for Video Prediction
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Sergiu Oprea
P. Martinez-Gonzalez
Alberto Garcia-Garcia
John Alejandro Castro-Vargas
S. Orts-Escolano
Jose Garcia-Rodriguez
Antonis Argyros
283
296
0
10 Apr 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
1.0K
91
0
09 Mar 2020
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction
Computer Vision and Pattern Recognition (CVPR), 2020
Beibei Jin
Yu Hu
Qiankun Tang
Jingyu Niu
Zhiping Shi
Yinhe Han
Xiaowei Li
170
103
0
23 Feb 2020
Stochastic Latent Residual Video Prediction
International Conference on Machine Learning (ICML), 2020
Jean-Yves Franceschi
E. Delasalles
Mickaël Chen
Sylvain Lamprier
Patrick Gallinari
VGen
410
163
0
21 Feb 2020
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