An Evaluation of Trajectory Prediction Approaches and Notes on the TrajNet Benchmark

19 May 2018

Papers citing "An Evaluation of Trajectory Prediction Approaches and Notes on the TrajNet Benchmark"

20 / 20 papers shown

Title
Transformer Networks for Trajectory Forecasting Francesco Giuliari Irtiza Hasan Marco Cristani Fabio Galasso 150 379 0 18 Mar 2020
SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints Amir Sadeghian V. Kosaraju A. Sadeghian Noriaki Hirose S. Hamid Rezatofighi Silvio Savarese 90 892 0 05 Jun 2018
MX-LSTM: mixing tracklets and vislets to jointly forecast trajectories and head poses Irtiza Hasan Francesco Setti T. Tsesmelis Alessio Del Bue Fabio Galasso Marco Cristani 40 119 0 02 May 2018
Particle-based pedestrian path prediction using LSTM-MDL models Ronny Hug S. Becker Wolfgang Hubner Michael Arens 85 32 0 16 Apr 2018
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks Agrim Gupta Justin Johnson Li Fei-Fei Silvio Savarese Alexandre Alahi GAN 151 1,895 0 29 Mar 2018
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 80 4,759 0 04 Mar 2018
Auto-Conditioned Recurrent Networks for Extended Complex Human Motion Synthesis Zimo Li Yi Zhou Shuangjiu Xiao Conghui He Zeng Huang Hao Li 3DH 45 47 0 17 Jul 2017
Modeling Cooperative Navigation in Dense Human Crowds Anirudh Vemula Katharina Muelling Jean Oh 40 89 0 17 May 2017
On human motion prediction using recurrent neural networks Julieta Martinez Michael J. Black Javier Romero 3DH 80 931 0 06 May 2017
DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents Namhoon Lee Wongun Choi Paul Vernaza Chris Choy Philip Torr Manmohan Chandraker AI4TS 84 987 0 14 Apr 2017
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 338 7,361 0 12 Sep 2016
Knowledge Transfer for Scene-specific Motion Prediction Lamberto Ballan F. Castaldo Alexandre Alahi F. Palmieri Silvio Savarese 46 109 0 22 Mar 2016
Deep Learning Driven Visual Path Prediction from a Single Image Siyu Huang Xi Li Zhongfei Zhang Zhouzhou He Leilei Gan Wen Liu Jinhui Tang Yueting Zhuang 73 60 0 27 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.6K 192,638 0 10 Dec 2015
A Recurrent Latent Variable Model for Sequential Data Junyoung Chung Kyle Kastner Laurent Dinh Kratarth Goel Aaron Courville Yoshua Bengio DRL BDL 77 1,250 0 07 Jun 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 298 10,034 0 10 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.2K 149,474 0 22 Dec 2014
Long-term Recurrent Convolutional Networks for Visual Recognition and Description Jeff Donahue Lisa Anne Hendricks Marcus Rohrbach Subhashini Venugopalan S. Guadarrama Kate Saenko Trevor Darrell VLM 132 6,046 0 17 Nov 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 748 23,235 0 03 Jun 2014
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 186 8,503 0 22 Mar 2013