Deep Sequence Learning for Video Anticipation: From Discrete and Deterministic to Continuous and Stochastic

9 October 2020

Papers citing "Deep Sequence Learning for Video Anticipation: From Discrete and Deterministic to Continuous and Stochastic"

50 / 66 papers shown

Title
A Survey on Document-level Neural Machine Translation: Methods and Evaluation Sameen Maruf Fahimeh Saleh Gholamreza Haffari AI4TS 77 23 0 18 Dec 2019
Action Anticipation with RBF Kernelized Feature Mapping RNN Yuge Shi Basura Fernando Leonid Sigal 66 82 0 18 Nov 2019
Imitation Learning for Human Pose Prediction Borui Wang Ehsan Adeli Hsu-kuang Chiu De-An Huang Juan Carlos Niebles 59 99 0 08 Sep 2019
A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text Bohan Li Junxian He Graham Neubig Taylor Berg-Kirkpatrick Yiming Yang DRL 47 71 0 02 Sep 2019
Learning Trajectory Dependencies for Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li 3DH 84 437 0 15 Aug 2019
Diverse Trajectory Forecasting with Determinantal Point Processes Ye Yuan Kris Kitani 51 134 0 11 Jul 2019
Social-BiGAT: Multimodal Trajectory Forecasting using Bicycle-GAN and Graph Attention Networks V. Kosaraju Amir Sadeghian Roberto Martín-Martín Ian Reid S. Hamid Rezatofighi Silvio Savarese 84 611 0 04 Jul 2019
Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing Hao Fu Chunyuan Li Xiaodong Liu Jianfeng Gao Asli Celikyilmaz Lawrence Carin ODL 81 368 0 25 Mar 2019
Diversity-Sensitive Conditional Generative Adversarial Networks Dingdong Yang Seunghoon Hong Y. Jang Tianchen Zhao Honglak Lee GAN 111 216 0 25 Jan 2019
Preventing Posterior Collapse with delta-VAEs Ali Razavi Aaron van den Oord Ben Poole Oriol Vinyals DRL 92 171 0 10 Jan 2019
Long-Term Feature Banks for Detailed Video Understanding Chao-Yuan Wu Christoph Feichtenhofer Haoqi Fan Kaiming He Philipp Krahenbuhl Ross B. Girshick 192 480 0 12 Dec 2018
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics Xinchen Yan Akash Rastogi Ruben Villegas Kalyan Sunkavalli Eli Shechtman Sunil Hadap Ersin Yumer Honglak Lee 68 151 0 14 Aug 2018
Action Anticipation By Predicting Future Dynamic Images Cristian Rodriguez-Opazo Basura Fernando Hongdong Li 48 64 0 01 Aug 2018
Effective Use of Synthetic Data for Urban Scene Semantic Segmentation F. Saleh M. S. Aliakbarian Mathieu Salzmann L. Petersson J. Álvarez 53 155 0 16 Jul 2018
QuaterNet: A Quaternion-based Recurrent Model for Human Motion Dario Pavllo David Grangier Michael Auli 3DH 71 263 0 16 May 2018
Convolutional Sequence to Sequence Model for Human Dynamics Chen Li Zhen Zhang Wee Sun Lee Gim Hee Lee 3DH 73 327 0 02 May 2018
Human Motion Modeling using DVGANs Xiaoyu Lin Mohamed R. Amer 71 75 0 27 Apr 2018
Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation Chong Li Qiaoyong Zhong Di Xie Shiliang Pu 59 537 0 17 Apr 2018
Multimodal Unsupervised Image-to-Image Translation Xun Huang Ming-Yuan Liu Serge J. Belongie Jan Kautz 137 2,485 0 12 Apr 2018
A Variational U-Net for Conditional Appearance and Shape Generation Patrick Esser E. Sutter Bjorn Ommer 72 419 0 12 Apr 2018
Auxiliary Guided Autoregressive Variational Autoencoders Thomas Lucas Jakob Verbeek GAN DRL 64 20 0 30 Nov 2017
HP-GAN: Probabilistic 3D human motion prediction via GAN Emad Barsoum J. Kender Zicheng Liu 3DH 89 331 0 27 Nov 2017
Latent Constraints: Learning to Generate Conditionally from Unconditional Generative Models Jesse Engel Matthew Hoffman Adam Roberts DRL 93 140 0 15 Nov 2017
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 233 5,079 0 02 Nov 2017
Generating Sentences by Editing Prototypes Kelvin Guu Tatsunori B. Hashimoto Yonatan Oren Percy Liang 159 316 0 26 Sep 2017
Playing for Benchmarks Stephan R. Richter Zeeshan Hayder V. Koltun 93 471 0 21 Sep 2017
Bringing Background into the Foreground: Making All Classes Equal in Weakly-supervised Video Semantic Segmentation F. Saleh Mohammad Sadegh Ali Akbarian Mathieu Salzmann L. Petersson J. Álvarez VOS 57 39 0 15 Aug 2017
InfoVAE: Information Maximizing Variational Autoencoders Shengjia Zhao Jiaming Song Stefano Ermon DRL 105 447 0 07 Jun 2017
Driver Action Prediction Using Deep (Bidirectional) Recurrent Neural Network O. Olabiyi E. Martinson Vijay Chintalapudi Rui Guo 28 76 0 07 Jun 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 240 8,041 0 22 May 2017
The Pose Knows: Video Forecasting by Generating Pose Futures Jacob Walker Kenneth Marino Abhinav Gupta M. Hebert 107 350 0 28 Apr 2017
Learning Human Motion Models for Long-term Predictions Partha Ghosh Mingli Song Emre Aksan Otmar Hilliges 3DH 62 240 0 10 Apr 2017
Agreeing to Cross: How Drivers and Pedestrians Communicate Amir Rasouli Iuliia Kotseruba John K. Tsotsos 3DV 123 199 0 12 Feb 2017
A Hybrid Convolutional Variational Autoencoder for Text Generation Stanislau Semeniuta Aliaksei Severyn Erhardt Barth 91 252 0 08 Feb 2017
Online Localization and Prediction of Actions and Interactions K. Soomro Haroon Idrees M. Shah 45 48 0 04 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 665 12,035 0 04 Dec 2016
Playing for Data: Ground Truth from Computer Games Stephan R. Richter Vibhav Vineet Stefan Roth V. Koltun VLM 124 2,013 0 07 Aug 2016
Temporal Segment Networks: Towards Good Practices for Deep Action Recognition Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao Dahua Lin Xiaoou Tang Luc Van Gool ViT 120 3,841 0 02 Aug 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 486 9,073 0 10 Jun 2016
Going Deeper into Action Recognition: A Survey Samitha Herath Mehrtash Harandi Fatih Porikli 99 617 0 16 May 2016
Real-time Action Recognition with Enhanced Motion Vector CNNs Bowen Zhang Limin Wang Zhe Wang Yu Qiao Hanli Wang 85 419 0 26 Apr 2016
Convolutional Two-Stream Network Fusion for Video Action Recognition Christoph Feichtenhofer A. Pinz Andrew Zisserman 166 2,612 0 22 Apr 2016
Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding Gunnar Sigurdsson Gül Varol Xinyu Wang Ali Farhadi Ivan Laptev Abhinav Gupta VGen 115 1,247 0 06 Apr 2016
Brain4Cars: Car That Knows Before You Do via Sensory-Fusion Deep Learning Architecture Ashesh Jain H. Koppula Shane Soh Bharad Raghavan Avi Singh Ashutosh Saxena 91 127 0 05 Jan 2016
Autoencoding beyond pixels using a learned similarity metric Anders Boesen Lindbo Larsen Søren Kaae Sønderby Hugo Larochelle Ole Winther GAN 183 2,075 0 31 Dec 2015
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 253 9,342 0 14 Dec 2015
Attribute2Image: Conditional Image Generation from Visual Attributes Xinchen Yan Jimei Yang Kihyuk Sohn Honglak Lee DRL GAN 87 772 0 02 Dec 2015
Generating Sentences from a Continuous Space Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafal Jozefowicz Samy Bengio DRL 113 2,364 0 19 Nov 2015
Recurrent Neural Networks for Driver Activity Anticipation via Sensory-Fusion Architecture Ashesh Jain Avi Singh H. Koppula Shane Soh Ashutosh Saxena 78 256 0 16 Sep 2015
P-CNN: Pose-based CNN Features for Action Recognition Guilhem Chéron Ivan Laptev Cordelia Schmid 62 613 0 11 Jun 2015