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Towards Consistent Stochastic Human Motion Prediction via Motion Diffusion

21 May 2023

Jiarui Sun

Girish Chowdhary

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Papers citing "Towards Consistent Stochastic Human Motion Prediction via Motion Diffusion"

24 / 74 papers shown

Title
DLow: Diversifying Latent Flows for Diverse Human Motion Prediction Ye Yuan Kris Kitani DiffM 113 243 0 18 Mar 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 541 10,591 0 17 Feb 2020
VIBE: Video Inference for Human Body Pose and Shape Estimation Muhammed Kocabas Nikos Athanasiou Michael J. Black 3DH 91 931 0 11 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 565 42,639 0 03 Dec 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
AMASS: Archive of Motion Capture as Surface Shapes Naureen Mahmood N. Ghorbani N. Troje Gerard Pons-Moll Michael J. Black 3DH 50 1,259 0 05 Apr 2019
BiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN Jogendra Nath Kundu Maharshi Gor R. Venkatesh Babu 78 143 0 06 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
Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample Objective Apratim Bhattacharyya Bernt Schiele Mario Fritz 72 116 0 20 Jun 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
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks Agrim Gupta Justin Johnson Li Fei-Fei Silvio Savarese Alexandre Alahi GAN 173 1,926 0 29 Mar 2018
HP-GAN: Probabilistic 3D human motion prediction via GAN Emad Barsoum J. Kender Zicheng Liu 3DH 89 331 0 27 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 805 132,725 0 12 Jun 2017
DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data Swaminathan Gurumurthy Ravi Kiran Sarvadevabhatla R. Venkatesh Babu GAN 79 272 0 07 Jun 2017
On human motion prediction using recurrent neural networks Julieta Martinez Michael J. Black Javier Romero 3DH 101 936 0 06 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
DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents Namhoon Lee Wongun Choi Paul Vernaza Chris Choy Philip Torr Manmohan Chandraker AI4TS 103 995 0 14 Apr 2017
Deep representation learning for human motion prediction and classification Judith Butepage Michael J. Black Danica Kragic Hedvig Kjellström 3DH 72 425 0 24 Feb 2017
A Survey of Motion Planning and Control Techniques for Self-driving Urban Vehicles B. Paden Michal Cap Sze Zheng Yong Dmitry S. Yershov Emilio Frazzoli 61 2,029 0 25 Apr 2016
Structural-RNN: Deep Learning on Spatio-Temporal Graphs Ashesh Jain Amir Zamir Silvio Savarese Ashutosh Saxena GNN 147 1,094 0 17 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,441 0 18 May 2015
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 312 7,031 0 12 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014