Video (language) modeling: a baseline for generative models of natural videos

20 December 2014

Joan Bruna

Papers citing "Video (language) modeling: a baseline for generative models of natural videos"

50 / 117 papers shown

Title
Grounded Human-Object Interaction Hotspots from Video Tushar Nagarajan Christoph Feichtenhofer Kristen Grauman 29 159 0 11 Dec 2018
Towards Accurate Generative Models of Video: A New Metric & Challenges Thomas Unterthiner Sjoerd van Steenkiste Karol Kurach Raphaël Marinier Marcin Michalski Sylvain Gelly EGVM VGen 27 687 0 03 Dec 2018
Disentangling Propagation and Generation for Video Prediction Hang Gao Huazhe Xu Qi-Zhi Cai Ruth Wang Feng Yu Trevor Darrell 23 84 0 02 Dec 2018
Future Segmentation Using 3D Structure Suhani Vora R. Mahjourian S. Pirk A. Angelova 3DPC 27 8 0 28 Nov 2018
Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN Masaki Saito Shunta Saito Masanori Koyama Sosuke Kobayashi 26 145 0 22 Nov 2018
Recurrent Flow-Guided Semantic Forecasting Adam M. Terwilliger Garrick Brazil Xiaoming Liu 21 46 0 21 Sep 2018
Unsupervised Learning of View-invariant Action Representations Junnan Li Yongkang Wong Qi Zhao Mohan Kankanhalli SSL 32 99 0 06 Sep 2018
Learning to Decompose and Disentangle Representations for Video Prediction Jun-Ting Hsieh Bingbin Liu De-An Huang Li Fei-Fei Juan Carlos Niebles DRL 138 305 0 11 Jun 2018
Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects Adam R. Kosiorek Hyunjik Kim Ingmar Posner Yee Whye Teh BDL 29 256 0 05 Jun 2018
A neural network trained to predict future video frames mimics critical properties of biological neuronal responses and perception William Lotter Gabriel Kreiman David D. Cox 27 31 0 28 May 2018
Object-Oriented Dynamics Predictor Guangxiang Zhu Zhiao Huang Chongjie Zhang AI4CE 24 36 0 25 May 2018
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning Yunbo Wang Zhifeng Gao Mingsheng Long Jianmin Wang Philip S. Yu 20 470 0 17 Apr 2018
Stochastic Adversarial Video Prediction Alex X. Lee Richard Y. Zhang F. Ebert Pieter Abbeel Chelsea Finn Sergey Levine DRL VGen GAN 28 450 0 04 Apr 2018
When will you do what? - Anticipating Temporal Occurrences of Activities Yazan Abu Farha Alexander Richard Juergen Gall 30 189 0 03 Apr 2018
Context-aware Synthesis for Video Frame Interpolation Simon Niklaus Feng Liu 48 406 0 29 Mar 2018
DYAN: A Dynamical Atoms-Based Network for Video Prediction Wenqian Liu Abhishek Sharma Mario Sznaier Octavia Camps 16 36 0 20 Mar 2018
Stochastic Video Generation with a Learned Prior Emily L. Denton Rob Fergus VGen 48 525 0 21 Feb 2018
Self-Supervised Relative Depth Learning for Urban Scene Understanding Huaizu Jiang Erik Learned-Miller Gustav Larsson Michael Maire Gregory Shakhnarovich OOD SSL 26 9 0 13 Dec 2017
Im2Flow: Motion Hallucination from Static Images for Action Recognition Ruohan Gao Bo Xiong Kristen Grauman 33 92 0 12 Dec 2017
Folded Recurrent Neural Networks for Future Video Prediction Marc Oliu Javier Selva Sergio Escalera 29 134 0 01 Dec 2017
Hierarchical Video Generation from Orthogonal Information: Optical Flow and Texture Katsunori Ohnishi Shohei Yamamoto Yoshitaka Ushiku Tatsuya Harada VGen GAN 40 59 0 27 Nov 2017
Building machines that adapt and compute like brains Brenden M. Lake J. Tenenbaum AI4CE FedML NAI AILaw 254 890 0 11 Nov 2017
Sea Level Anomaly Prediction using Recurrent Neural Networks A. Braakmann-Folgmann R. Roscher Susanne Wenzel B. Uebbing J. Kusche AI4Cl 27 40 0 19 Oct 2017
Skeleton-aided Articulated Motion Generation Yichao Yan Jingwei Xu Bingbing Ni Xiaokang Yang 3DH 35 87 0 04 Jul 2017
The "something something" video database for learning and evaluating visual common sense Raghav Goyal Samira Ebrahimi Kahou Vincent Michalski Joanna Materzynska S. Westphal ... Moritz Mueller-Freitag F. Hoppe Christian Thurau Ingo Bax Roland Memisevic VLM 39 1,495 0 13 Jun 2017
Video Imagination from a Single Image with Transformation Generation Baoyang Chen Wenmin Wang Jinzhuo Wang Xiongtao Chen EGVM VGen 33 50 0 13 Jun 2017
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model Xingjian Shi Zhihan Gao Leonard Lausen Hao Wang Dit-Yan Yeung W. Wong W. Woo 25 791 0 12 Jun 2017
Unsupervised Learning of Disentangled Representations from Video Emily L. Denton Vighnesh Birodkar DRL CoGe OOD 24 551 0 31 May 2017
The Pose Knows: Video Forecasting by Generating Pose Futures Jacob Walker Kenneth Marino Abhinav Gupta M. Hebert 35 349 0 28 Apr 2017
Position-based Content Attention for Time Series Forecasting with Sequence-to-sequence RNNs Yagmur Gizem Cinar Hamid Mirisaee Parantapa Goswami Éric Gaussier Ali Aït-Bachir V. Strijov AIMat AI4TS 21 74 0 29 Mar 2017
Predicting Deeper into the Future of Semantic Segmentation Pauline Luc Natalia Neverova Camille Couprie Jakob Verbeek Yann LeCun 23 242 0 22 Mar 2017
Video Frame Interpolation via Adaptive Convolution Simon Niklaus Long Mai Feng Liu 39 497 0 22 Mar 2017
Colorization as a Proxy Task for Visual Understanding Gustav Larsson Michael Maire Gregory Shakhnarovich SSL 65 493 0 11 Mar 2017
One-Step Time-Dependent Future Video Frame Prediction with a Convolutional Encoder-Decoder Neural Network Vedran Vukotic S. Pintea C. Raymond G. Gravier Jan van Gemert 26 46 0 14 Feb 2017
Video Frame Synthesis using Deep Voxel Flow Ziwei Liu Raymond A. Yeh Xiaoou Tang Yiming Liu A. Agarwala 38 743 0 08 Feb 2017
YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video Esteban Real Jonathon Shlens S. Mazzocchi Xin Pan Vincent Vanhoucke VOS ObjD 40 534 0 02 Feb 2017
Transformation-Based Models of Video Sequences Joost R. van Amersfoort A. Kannan MarcÁurelio Ranzato Arthur Szlam Du Tran Soumith Chintala ViT 29 75 0 29 Jan 2017
Unsupervised Learning of Long-Term Motion Dynamics for Videos Zelun Luo Boya Peng De-An Huang Alexandre Alahi Li Fei-Fei SSL 32 193 0 07 Jan 2017
Structured Sequence Modeling with Graph Convolutional Recurrent Networks Youngjoo Seo M. Defferrard P. Vandergheynst Xavier Bresson GNN 36 758 0 22 Dec 2016
Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks Emily L. Denton Sam Gross Rob Fergus GAN 27 150 0 19 Nov 2016
Learning to Perform Physics Experiments via Deep Reinforcement Learning Misha Denil Pulkit Agrawal Tejas D. Kulkarni Tom Erez Peter W. Battaglia Nando de Freitas AI4CE 32 338 0 06 Nov 2016
Video Pixel Networks Nal Kalchbrenner Aaron van den Oord Karen Simonyan Ivo Danihelka Oriol Vinyals Alex Graves Koray Kavukcuoglu 26 421 0 03 Oct 2016
Geometry-Based Next Frame Prediction from Monocular Video R. Mahjourian Martin Wicke A. Angelova MDE 11 41 0 20 Sep 2016
Generating Videos with Scene Dynamics Carl Vondrick Hamed Pirsiavash Antonio Torralba GAN VGen 89 1,460 0 08 Sep 2016
Learning Temporal Transformations From Time-Lapse Videos Yipin Zhou Tamara L. Berg 30 148 0 27 Aug 2016
Unsupervised Learning from Continuous Video in a Scalable Predictive Recurrent Network Filip Piekniewski Patryk A. Laurent Csaba Petre Micah Richert Dimitry Fisher Todd Hylton 17 17 0 22 Jul 2016
An Uncertain Future: Forecasting from Static Images using Variational Autoencoders Jacob Walker Carl Doersch Abhinav Gupta M. Hebert VGen 15 512 0 25 Jun 2016
Deep Recurrent Convolutional Networks for Video-based Person Re-identification: An End-to-End Approach Lin Wu Chunhua Shen Anton Van Den Hengel 35 66 0 06 Jun 2016
Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning William Lotter Gabriel Kreiman David D. Cox SSL 52 927 0 25 May 2016
Spatio-Temporal Image Boundary Extrapolation Apratim Bhattacharyya Mateusz Malinowski Mario Fritz 13 2 0 24 May 2016