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Deep multi-scale video prediction beyond mean square error

17 November 2015

Papers citing "Deep multi-scale video prediction beyond mean square error"

50 / 842 papers shown

Title
Semantics-aware Multi-modal Domain Translation:From LiDAR Point Clouds to Panoramic Color Images Tiago Cortinhal F. Kurnaz E. Aksoy 3DPC 96 13 0 26 Jun 2021
FitVid: Overfitting in Pixel-Level Video Prediction Mohammad Babaeizadeh M. Saffar Suraj Nair Sergey Levine Chelsea Finn D. Erhan VLM 113 84 0 24 Jun 2021
Learning Dynamical Systems from Noisy Sensor Measurements using Multiple Shooting Armand Jordana Justin Carpentier Ludovic Righetti AI4CE 83 5 0 22 Jun 2021
Understanding Object Dynamics for Interactive Image-to-Video Synthesis A. Blattmann Timo Milbich Michael Dorkenwald Bjorn Ommer DiffM VGen 83 40 0 21 Jun 2021
Effects of boundary conditions in fully convolutional networks for learning spatio-temporal dynamics Antonio Alguacil andr Gonccalves Pinto Wagner Gonçalves Pinto Michaël Bauerheim Marc C. Jacob S. Moreau AI4CE 100 19 0 21 Jun 2021
CRIL: Continual Robot Imitation Learning via Generative and Prediction Model Chongkai Gao Haichuan Gao Shangqi Guo Tianren Zhang Feng Chen 86 27 0 17 Jun 2021
Deformation Driven Seq2Seq Longitudinal Tumor and Organs-at-Risk Prediction for Radiotherapy Donghoon Lee S. Alam Jue Jiang Pengpeng Zhang Saad Nadeem Yu-chi Hu AI4CE 85 5 0 16 Jun 2021
Conditional COT-GAN for Video Prediction with Kernel Smoothing Tianlin Xu Beatrice Acciaio GAN AI4TS CML 33 5 0 10 Jun 2021
LipSync3D: Data-Efficient Learning of Personalized 3D Talking Faces from Video using Pose and Lighting Normalization A. Lahiri Vivek Kwatra C. Frueh J. P. Lewis C. Bregler 3DH 86 102 0 08 Jun 2021
Mean-Shifted Contrastive Loss for Anomaly Detection Tal Reiss Yedid Hoshen 83 119 0 07 Jun 2021
Efficient training for future video generation based on hierarchical disentangled representation of latent variables Naoya Fushishita Antonio Tejero-de-Pablos Yusuke Mukuta Tatsuya Harada DRL 56 0 0 07 Jun 2021
Hierarchical Video Generation for Complex Data Lluis Castrejon Nicolas Ballas Aaron Courville VGen 69 4 0 04 Jun 2021
The Boombox: Visual Reconstruction from Acoustic Vibrations Boyuan Chen Mia Chiquier Hod Lipson Carl Vondrick 132 11 0 17 May 2021
On the reproducibility of fully convolutional neural networks for modeling time-space evolving physical systems Wagner Gonçalves Pinto Antonio Alguacil Michaël Bauerheim 41 2 0 12 May 2021
Generative Actor-Critic: An Off-policy Algorithm Using the Push-forward Model Lingwei Peng Hui Qian Zhebang Shen Chao Zhang Fei Li 68 2 0 08 May 2021
FDNet: A Deep Learning Approach with Two Parallel Cross Encoding Pathways for Precipitation Nowcasting Bi Yan Chao Yang F. Chen Kohei Takeda Changjun Wang 60 14 0 06 May 2021
Motion-Augmented Self-Training for Video Recognition at Smaller Scale Kirill Gavrilyuk Mihir Jain I. Karmanov Cees G. M. Snoek 71 21 0 04 May 2021
DriveGAN: Towards a Controllable High-Quality Neural Simulation S. Kim Jonah Philion Antonio Torralba Sanja Fidler 100 119 0 30 Apr 2021
SRDiff: Single Image Super-Resolution with Diffusion Probabilistic Models Haoying Li Yifan Yang Meng Chang H. Feng Zhi-hai Xu Qi Li Yue-ting Chen DiffM 134 645 0 30 Apr 2021
Anomaly Detection with Prototype-Guided Discriminative Latent Embeddings Yuandu Lai Yahong Han Yaowei Wang DRL 30 13 0 30 Apr 2021
CoCon: Cooperative-Contrastive Learning Nishant Rai Ehsan Adeli Kuan-Hui Lee Adrien Gaidon Juan Carlos Niebles SSL 76 18 0 30 Apr 2021
A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning Christoph Feichtenhofer Haoqi Fan Bo Xiong Ross B. Girshick Kaiming He SSL AI4TS 115 263 0 29 Apr 2021
Adaptive Appearance Rendering Mengyao Zhai Ruizhi Deng Jiacheng Chen Lei Chen Zhiwei Deng Greg Mori 43 1 0 24 Apr 2021
Comparing Correspondences: Video Prediction with Correspondence-wise Losses Daniel Geng Max Hamilton Andrew Owens 3DH 97 16 0 19 Apr 2021
EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task C. Requena-Mesa V. Benson Markus Reichstein J. Runge Joachim Denzler 142 52 0 16 Apr 2021
Actionable Models: Unsupervised Offline Reinforcement Learning of Robotic Skills Yevgen Chebotar Karol Hausman Yao Lu Ted Xiao Dmitry Kalashnikov ... A. Irpan Benjamin Eysenbach Ryan Julian Chelsea Finn Sergey Levine SSL OffRL 87 153 0 15 Apr 2021
Automatic Correction of Internal Units in Generative Neural Networks A. Tousi Haedong Jeong Jiyeon Han Hwanil Choi Jaesik Choi GAN 57 11 0 13 Apr 2021
Affine-modeled video extraction from a single motion blurred image Daoyu Li Liheng Bian Jun Zhang 28 0 0 08 Apr 2021
PDWN: Pyramid Deformable Warping Network for Video Interpolation Zhiqi Chen Ran Wang Haojie Liu Yao Wang 55 13 0 04 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 122 9 0 02 Apr 2021
Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective Jiarui Xu Xiaolong Wang VOS 194 95 0 31 Mar 2021
Broaden Your Views for Self-Supervised Video Learning Adrià Recasens Pauline Luc Jean-Baptiste Alayrac Luyu Wang Ross Hemsley ... Florent Altché M. Valko Jean-Bastien Grill Aaron van den Oord Andrew Zisserman SSL AI4TS 139 128 0 30 Mar 2021
Best-Buddy GANs for Highly Detailed Image Super-Resolution Wenbo Li Kun Zhou Lu Qi Liying Lu Nianjuan Jiang Jiangbo Lu Jiaya Jia GAN 100 75 0 29 Mar 2021
Training a Task-Specific Image Reconstruction Loss Aamir Mustafa A. Mikhailiuk Dan-Andrei Iliescu Varun Babbar Rafał K. Mantiuk DRL SupR 57 23 0 26 Mar 2021
Super-Resolving Compressed Video in Coding Chain Dewang Hou Yangshen Zhao Yuyao Ye Jiayu Yang Jian Zhang Ronggang Wang SupR 39 3 0 26 Mar 2021
Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting A. Bhunia Pinaki Nath Chowdhury Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song SSL 114 62 0 25 Mar 2021
PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning Yunbo Wang Haixu Wu Jianjin Zhang Zhifeng Gao Jianmin Wang Philip S. Yu Mingsheng Long 163 397 0 17 Mar 2021
Prediction-assistant Frame Super-Resolution for Video Streaming Wang Shen Wenbo Bao Guangtao Zhai Can Wang Jerry W. Hu Zhiyong Gao SupR 48 4 0 17 Mar 2021
HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks Zhou Xian Shamit Lal H. Tung Emmanouil Antonios Platanios Katerina Fragkiadaki AI4CE 108 23 0 17 Mar 2021
VDSM: Unsupervised Video Disentanglement with State-Space Modeling and Deep Mixtures of Experts M. Vowels Necati Cihan Camgöz Richard Bowden CoGe 87 8 0 12 Mar 2021
Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-Localization Aysim Toker Qunjie Zhou Maxim Maximov Laura Leal-Taixé 84 151 0 11 Mar 2021
Self-Supervision by Prediction for Object Discovery in Videos Beril Besbinar P. Frossard SSL 85 7 0 09 Mar 2021
High Perceptual Quality Image Denoising with a Posterior Sampling CGAN Guy Ohayon Theo Adrai Gregory Vaksman Michael Elad P. Milanfar GAN 134 38 0 06 Mar 2021
Greedy Hierarchical Variational Autoencoders for Large-Scale Video Prediction Bohan Wu Suraj Nair Roberto Martin-Martin Li Fei-Fei Chelsea Finn DRL 103 102 0 06 Mar 2021
MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions Haixu Wu Zhiyu Yao J. Wan Mingsheng Long 103 132 0 03 Mar 2021
Predicting Video with VQVAE Jacob Walker Ali Razavi Aaron van den Oord DRL 144 69 0 02 Mar 2021
Dual-MTGAN: Stochastic and Deterministic Motion Transfer for Image-to-Video Synthesis Fu-En Yang Jing-Cheng Chang Yuan-Hao Lee Y. Wang GAN VGen 54 2 0 26 Feb 2021
Self-Diagnosing GAN: Diagnosing Underrepresented Samples in Generative Adversarial Networks J. Lee Haeri Kim Youngkyu Hong Hye Won Chung 105 23 0 24 Feb 2021
Meta-Learning Dynamics Forecasting Using Task Inference Rui Wang Robin Walters Rose Yu OOD AI4TS AI4CE 138 36 0 20 Feb 2021
DINO: A Conditional Energy-Based GAN for Domain Translation Konstantinos Vougioukas Stavros Petridis Maja Pantic AI4CE 45 7 0 18 Feb 2021