Structural-RNN: Deep Learning on Spatio-Temporal Graphs

17 November 2015

Silvio Savarese

Papers citing "Structural-RNN: Deep Learning on Spatio-Temporal Graphs"

50 / 458 papers shown

Title
Conditional Object-Centric Learning from Video Thomas Kipf Gamaleldin F. Elsayed Aravindh Mahendran Austin Stone S. Sabour G. Heigold Rico Jonschkowski Alexey Dosovitskiy Klaus Greff OCL 41 214 0 24 Nov 2021
Rhythm is a Dancer: Music-Driven Motion Synthesis with Global Structure A. Aristidou Anastasios Yiannakidis Kfir Aberman Daniel Cohen-Or Ariel Shamir Y. Chrysanthou 35 74 0 23 Nov 2021
Multi-Person 3D Motion Prediction with Multi-Range Transformers Jiashun Wang Huazhe Xu Medhini Narasimhan Xiaolong Wang ViT 43 73 0 23 Nov 2021
STFL: A Temporal-Spatial Federated Learning Framework for Graph Neural Networks Guannan Lou Yuze Liu Tiehua Zhang Xi Zheng FedML 68 14 0 12 Nov 2021
Render In-between: Motion Guided Video Synthesis for Action Interpolation Hsuan-I Ho Xu Chen Mingli Song Otmar Hilliges 3DH DiffM 28 2 0 01 Nov 2021
View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums Conghao Wong Beihao Xia Ziming Hong Qinmu Peng Wei Yuan Qiong Cao Yibo Yang Xinge You 22 65 0 14 Oct 2021
A Survey on Deep Learning for Skeleton-Based Human Animation Lucas Mourot Ludovic Hoyet F. Clerc Francois Schnitzler Pierre Hellier 3DH 29 77 0 13 Oct 2021
Space-Time-Separable Graph Convolutional Network for Pose Forecasting Theodoros Sofianos Alessio Sampieri Luca Franco Fabio Galasso 3DH 41 143 0 09 Oct 2021
Grouptron: Dynamic Multi-Scale Graph Convolutional Networks for Group-Aware Dense Crowd Trajectory Forecasting Rui Zhou Hongyu Zhou Huidong Gao Masayoshi Tomizuka Jiachen Li Zhuo Xu 27 22 0 29 Sep 2021
Meta-Aggregator: Learning to Aggregate for 1-bit Graph Neural Networks Yongcheng Jing Yiding Yang Xinchao Wang Xiuming Zhang Dacheng Tao 28 38 0 27 Sep 2021
Learning to Predict Diverse Human Motions from a Single Image via Mixture Density Networks Chunzhi Gu Yan Zhao Chao Zhang 3DH 27 8 0 13 Sep 2021
Learning to Discriminate Information for Online Action Detection: Analysis and Application Sumin Lee Hyunjun Eun Jinyoung Moon Seokeon Choi Yoonhyung Kim Chanho Jung Changick Kim 24 9 0 08 Sep 2021
Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya Zhang Yanfeng Wang Qi Tian 3DH 23 74 0 25 Aug 2021
Spatio-Temporal Interaction Graph Parsing Networks for Human-Object Interaction Recognition Ning Wang Guangming Zhu Liang Zhang Peiyi Shen Hongsheng Li Cong Hua 33 27 0 19 Aug 2021
Generating Smooth Pose Sequences for Diverse Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann 3DH 27 75 0 19 Aug 2021
Audio2Gestures: Generating Diverse Gestures from Speech Audio with Conditional Variational Autoencoders Jing Li Di Kang Wenjie Pei Xuefei Zhe Ying Zhang Zhenyu He Linchao Bao SLR 43 101 0 15 Aug 2021
Development of Human Motion Prediction Strategy using Inception Residual Block Shekhar Gupta G. Yadav G. C. Nandi 3DH 23 3 0 09 Aug 2021
RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting Jiachen Li Fan Yang Hengbo Ma Srikanth Malla Masayoshi Tomizuka Chiho Choi 24 42 0 03 Aug 2021
SENSORIMOTOR GRAPH: Action-Conditioned Graph Neural Network for Learning Robotic Soft Hand Dynamics Joao Damiao Almeida Paul Schydlo Atabak Dehban J. Santos-Victor 17 6 0 18 Jul 2021
Multi-Modal Temporal Convolutional Network for Anticipating Actions in Egocentric Videos Olga Zatsarynna Yazan Abu Farha Juergen Gall EgoV 33 27 0 18 Jul 2021
Probabilistic Human Motion Prediction via A Bayesian Neural Network Jie Xu Xingyu Chen Xuguang Lan Nanning Zheng 3DH 25 5 0 14 Jul 2021
Uncertainty-aware Human Motion Prediction Pengxiang Ding Jianqin Yin 26 3 0 08 Jul 2021
Online Multi-Agent Forecasting with Interpretable Collaborative Graph Neural Network Maosen Li Siheng Chen Yanning Shen Ge Liu Ivor W. Tsang Ya Zhang 22 42 0 02 Jul 2021
Passing a Non-verbal Turing Test: Evaluating Gesture Animations Generated from Speech M. Rebol Christian Gütl Krzysztof Pietroszek SLR 35 24 0 01 Jul 2021
Improving Human Motion Prediction Through Continual Learning M. S. Yasar Tariq Iqbal 3DH 19 14 0 01 Jul 2021
Hierarchical Object-oriented Spatio-Temporal Reasoning for Video Question Answering Long Hoang Dang T. Le Vuong Le T. Tran 30 60 0 25 Jun 2021
DROID: Driver-centric Risk Object Identification Chengxi Li Stanley H. Chan Yi-Ting Chen 42 6 0 24 Jun 2021
Conditional Neural Relational Inference for Interacting Systems Joao A. Candido Ramos Lionel Blondé S. Armand Alexandros Kalousis 14 49 0 21 Jun 2021
Multi-level Motion Attention for Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li 3DH 24 79 0 17 Jun 2021
Survey of Image Based Graph Neural Networks U. Nazir He Wang M. Taj GNN 24 6 0 11 Jun 2021
Adversarial Motion Modelling helps Semi-supervised Hand Pose Estimation Adrian Spurr Pavlo Molchanov Umar Iqbal Jan Kautz Otmar Hilliges 30 8 0 10 Jun 2021
Graph-based Deep Learning for Communication Networks: A Survey Weiwei Jiang GNN AI4CE 41 191 0 04 Jun 2021
ProtoRes: Proto-Residual Network for Pose Authoring via Learned Inverse Kinematics Boris N. Oreshkin Florent Bocquelet Félix G. Harvey Bay Raitt Dominic Laflamme 3DH 33 14 0 03 Jun 2021
ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in Videos Meng-Jiun Chiou Chun-Yu Liao Li-Wei Wang Roger Zimmermann Jiashi Feng 41 24 0 25 May 2021
Towards Quantized Model Parallelism for Graph-Augmented MLPs Based on Gradient-Free ADMM Framework Junxiang Wang Hongyi Li Zheng Chai Yongchao Wang Yue Cheng Liang Zhao MQ 27 3 0 20 May 2021
An Attractor-Guided Neural Networks for Skeleton-Based Human Motion Prediction Pengxiang Ding Junying Wang Jianqin Yin 3DH 39 0 0 20 May 2021
Multi-Person Extreme Motion Prediction Wen Guo Xiaoyu Bie Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 29 71 0 18 May 2021
Human Motion Prediction Using Manifold-Aware Wasserstein GAN Baptiste Chopin N. Otberdout Mohamed Daoudi A. Bartolo 28 17 0 18 May 2021
Heterogeneous-Agent Trajectory Forecasting Incorporating Class Uncertainty Boris Ivanovic Kuan-Hui Lee P. Tokmakov Blake Wulfe R. McAllister Adrien Gaidon Marco Pavone 22 35 0 26 Apr 2021
TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the Wild Vida Adeli Mahsa Ehsanpour Ian Reid Juan Carlos Niebles Silvio Savarese Ehsan Adeli Hamid Rezatofighi 36 57 0 08 Apr 2021
Graph-based Normalizing Flow for Human Motion Generation and Reconstruction Wenjie Yin Hang Yin Danica Kragic Mårten Björkman 3DH 13 15 0 07 Apr 2021
Motion Guided Attention Fusion to Recognize Interactions from Videos Tae Soo Kim Jonathan D. Jones Gregory Hager 24 15 0 01 Apr 2021
3D AffordanceNet: A Benchmark for Visual Object Affordance Understanding Sheng Deng Xun Xu Chaozheng Wu Ke Chen Kui Jia 14 112 0 30 Mar 2021
Unified Graph Structured Models for Video Understanding Anurag Arnab Chen Sun Cordelia Schmid 38 44 0 29 Mar 2021
Self-Attentive 3D Human Pose and Shape Estimation from Videos Yun-Chun Chen Marco Piccirilli Robinson Piramuthu Ming-Hsuan Yang 3DH 25 11 0 26 Mar 2021
Health Status Prediction with Local-Global Heterogeneous Behavior Graph Xuan Ma Xiaoshan Yang Junyuan Gao Changsheng Xu 22 2 0 23 Mar 2021
Learning Multiscale Correlations for Human Motion Prediction Honghong Zhou Caili Guo Hao Zhang Yanjun Wang 3DH 30 16 0 19 Mar 2021
Aggregated Multi-GANs for Controlled 3D Human Motion Prediction Zhenguang Liu Kedi Lyu Shuang Wu Haipeng Chen Y. Hao S. Ji 3DH AI4CE 23 56 0 17 Mar 2021
Behavior-Driven Synthesis of Human Dynamics A. Blattmann Timo Milbich Michael Dorkenwald Bjorn Ommer 36 14 0 08 Mar 2021
Learning Asynchronous and Sparse Human-Object Interaction in Videos Romero Morais Vuong Le Svetha Venkatesh T. Tran 19 28 0 03 Mar 2021