Imitation Learning for Human Pose Prediction

8 September 2019

De-An Huang

Papers citing "Imitation Learning for Human Pose Prediction"

32 / 32 papers shown

Title
Few-Shot Task Learning through Inverse Generative Modeling Aviv Netanyahu Yilun Du Antonia Bronars Jyothish Pari J. Tenenbaum Tianmin Shu Pulkit Agrawal 121 4 0 07 Nov 2024
Procedure Planning in Instructional Videos C. Chang De-An Huang Danfei Xu Ehsan Adeli Li Fei-Fei Juan Carlos Niebles 77 103 0 02 Jul 2019
Peeking into the Future: Predicting Future Person Activities and Locations in Videos Junwei Liang Lu Jiang Juan Carlos Niebles Alexander G. Hauptmann Li Fei-Fei 64 379 0 11 Feb 2019
Action-Agnostic Human Pose Forecasting Hsu-kuang Chiu Ehsan Adeli Borui Wang De-An Huang Juan Carlos Niebles 3DH 76 163 0 23 Oct 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
Learning Plannable Representations with Causal InfoGAN Thanard Kurutach Aviv Tamar Ge Yang Stuart J. Russell Pieter Abbeel GAN DRL 79 180 0 24 Jul 2018
Wasserstein Divergence for GANs Jiqing Wu Zhiwu Huang Janine Thoma Dinesh Acharya Luc Van Gool 77 139 0 04 Dec 2017
HP-GAN: Probabilistic 3D human motion prediction via GAN Emad Barsoum J. Kender Zicheng Liu 3DH 89 331 0 27 Nov 2017
Socially Compliant Navigation through Raw Depth Inputs with Generative Adversarial Imitation Learning L. Tai Jingwei Zhang Ming-Yuan Liu Wolfram Burgard GAN 65 179 0 06 Oct 2017
Visual Forecasting by Imitating Dynamics in Natural Sequences Kuo-Hao Zeng Bokui (William) Shen De-An Huang Min Sun Juan Carlos Niebles AI4TS 63 61 0 19 Aug 2017
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 577 19,315 0 20 Jul 2017
On human motion prediction using recurrent neural networks Julieta Martinez Michael J. Black Javier Romero 3DH 101 936 0 06 May 2017
VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera Dushyant Mehta Srinath Sridhar Oleksandr Sotnychenko Helge Rhodin Mohammad Shafiei Hans-Peter Seidel Weipeng Xu Dan Casas Christian Theobalt 3DH 81 819 0 03 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
Forecasting Human Dynamics from Static Images Yu-Wei Chao Jimei Yang Brian L. Price Scott D. Cohen Jia Deng 3DH 66 108 0 11 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
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 227 9,568 0 31 Mar 2017
Predicting Deeper into the Future of Semantic Segmentation Pauline Luc Natalia Neverova Camille Couprie Jakob Verbeek Yann LeCun 88 242 0 22 Mar 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 181 4,829 0 26 Jan 2017
Online Localization and Prediction of Actions and Interactions K. Soomro Haroon Idrees M. Shah 50 48 0 04 Dec 2016
Geometry-Based Next Frame Prediction from Monocular Video R. Mahjourian Martin Wicke A. Angelova MDE 61 41 0 20 Sep 2016
Generating Videos with Scene Dynamics Carl Vondrick Hamed Pirsiavash Antonio Torralba GAN VGen 198 1,470 0 08 Sep 2016
An Uncertain Future: Forecasting from Static Images using Variational Autoencoders Jacob Walker Carl Doersch Abhinav Gupta M. Hebert VGen 49 513 0 25 Jun 2016
Generative Adversarial Imitation Learning Jonathan Ho Stefano Ermon GAN 165 3,125 0 10 Jun 2016
Structural-RNN: Deep Learning on Spatio-Temporal Graphs Ashesh Jain Amir Zamir Silvio Savarese Ashutosh Saxena GNN 149 1,094 0 17 Nov 2015
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 330 13,295 0 09 Sep 2015
Dense Optical Flow Prediction from a Static Image Jacob Walker Abhinav Gupta M. Hebert 100 210 0 02 May 2015
Trust Region Policy Optimization John Schulman Sergey Levine Philipp Moritz Michael I. Jordan Pieter Abbeel 283 6,807 0 19 Feb 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 450 20,606 0 10 Sep 2014
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 268 6,791 0 03 Sep 2014
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 132 12,272 0 19 Dec 2013
A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning Stéphane Ross Geoffrey J. Gordon J. Andrew Bagnell OffRL 261 3,238 0 02 Nov 2010