Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction

30 December 2021

Qi Liu

Papers citing "Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction"

27 / 27 papers shown

Title
Motion Diffusion Autoencoders: Enabling Attribute Manipulation in Human Motion Demonstrated on Karate Techniques Anthony Mendil Felix Putze 90 0 0 30 Jan 2025
BiPO: Bidirectional Partial Occlusion Network for Text-to-Motion Synthesis Seong-Eun Hong Soobin Lim Juyeong Hwang Minwook Chang Hyeongyeop Kang 162 1 0 28 Nov 2024
A Spatio-temporal Transformer for 3D Human Motion Prediction Emre Aksan Manuel Kaufmann Peng Cao Otmar Hilliges ViT 70 231 0 18 Apr 2020
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya Zhang Yanfeng Wang Qi Tian AI4CE 3DH 113 308 0 17 Mar 2020
Trajectory Prediction by Coupling Scene-LSTM with Human Movement LSTM Manh Huynh G. Alaghband HAI 36 30 0 23 Aug 2019
Learning Trajectory Dependencies for Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li 3DH 72 437 0 15 Aug 2019
Human Motion Trajectory Prediction: A Survey Andrey Rudenko Luigi Palmieri Michael Herman Kris Kitani D. Gavrila Kai O. Arras 97 735 0 15 May 2019
Human Motion Prediction via Learning Local Structure Representations and Temporal Dependencies Xiao Guo Jongmoo Choi 3DH 56 97 0 20 Feb 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 47 379 0 11 Feb 2019
Modeling Human Motion with Quaternion-based Neural Networks Dario Pavllo Christoph Feichtenhofer Michael Auli David Grangier 3DH 62 175 0 21 Jan 2019
On the Continuity of Rotation Representations in Neural Networks Yi Zhou Connelly Barnes Jingwan Lu Jimei Yang Hao Li 3DH 77 1,294 0 17 Dec 2018
Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding Chenxu Luo Zhenheng Yang Peng Wang Yanjie Wang Wenyuan Xu Ram Nevatia Alan Yuille 3DPC 50 290 0 14 Oct 2018
Scene-LSTM: A Model for Human Trajectory Prediction H. Manh G. Alaghband HAI 61 116 0 12 Aug 2018
A Novel Geometric Framework on Gram Matrix Trajectories for Human Behavior Understanding Anis Kacem Mohamed Daoudi Boulbaba Ben Amor Stefano Berretti J. Alvarez-Paiva 64 68 0 29 Jun 2018
Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamic Yongyi Tang Lin Ma Wen Liu Weishi Zheng 104 148 0 07 May 2018
Sentence-State LSTM for Text Representation Yue Zhang Qi Liu Linfeng Song 65 209 0 07 May 2018
Convolutional Sequence to Sequence Model for Human Dynamics Chen Li Zhen Zhang Wee Sun Lee Gim Hee Lee 3DH 65 327 0 02 May 2018
View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognition Pengfei Zhang Cuiling Lan Junliang Xing Wenjun Zeng Jianru Xue Nanning Zheng 3DH HAI 75 415 0 20 Apr 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 722 132,199 0 12 Jun 2017
On human motion prediction using recurrent neural networks Julieta Martinez Michael J. Black Javier Romero 3DH 96 936 0 06 May 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
Lie-X: Depth Image Based Articulated Object Pose Estimation, Tracking, and Action Recognition on Lie Groups Chi Xu L. Govindarajan Yu Zhang Li Cheng 58 110 0 13 Sep 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,322 0 10 Dec 2015
Structural-RNN: Deep Learning on Spatio-Temporal Graphs Ashesh Jain Amir Zamir Silvio Savarese Ashutosh Saxena GNN 145 1,093 0 17 Nov 2015
Unsupervised Learning of Video Representations using LSTMs Nitish Srivastava Elman Mansimov Ruslan Salakhutdinov SSL 137 2,593 0 16 Feb 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 575 27,325 0 01 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,370 0 03 Jun 2014