Overcoming Limitations of Mixture Density Networks: A Sampling and
Fitting Framework for Multimodal Future Prediction

Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction

9 June 2019

Özgün Çiçek

Thomas Brox

Papers citing "Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction"

11 / 111 papers shown

Title
A Review on Deep Learning Techniques for Video Prediction Sergiu Oprea P. Martinez-Gonzalez Alberto Garcia-Garcia John Alejandro Castro-Vargas S. Orts-Escolano Jose Garcia-Rodriguez Antonis Argyros 27 251 0 10 Apr 2020
6D Camera Relocalization in Ambiguous Scenes via Continuous Multimodal Inference Mai Bui Tolga Birdal Haowen Deng Shadi Albarqouni Leonidas J. Guibas Slobodan Ilic Nassir Navab 22 26 0 09 Apr 2020
Deep Neural Network in Cusp Catastrophe Model Ranadeep Daw Zhuoqiong He 9 1 0 06 Apr 2020
SimAug: Learning Robust Representations from Simulation for Trajectory Prediction Junwei Liang Lu Jiang Alexander G. Hauptmann 36 18 0 04 Apr 2020
PLOP: Probabilistic poLynomial Objects trajectory Planning for autonomous driving Thibault Buhet É. Wirbel Andrei Bursuc Xavier Perrotton 12 32 0 09 Mar 2020
The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction Junwei Liang Lu Jiang Kevin Patrick Murphy Ting Yu Alexander G. Hauptmann 12 159 0 13 Dec 2019
Mixture Dense Regression for Object Detection and Human Pose Estimation Ali Varamesh Tinne Tuytelaars 21 51 0 02 Dec 2019
$Modeling continuous-time stochastic processes using $\mathcal{N}$-Curve mixtures$ Modeling continuous-time stochastic processes using $\mathcal{N}$ -Curve mixtures Ronny Hug Wolfgang Hubner Michael Arens 20 0 0 12 Aug 2019
Human Motion Trajectory Prediction: A Survey Andrey Rudenko Luigi Palmieri Michael Herman Kris M. Kitani D. Gavrila Kai O. Arras 34 726 0 15 May 2019
Improving Confidence Estimates for Unfamiliar Examples Zhizhong Li Derek Hoiem 17 9 0 09 Apr 2018
Deep Learning Driven Visual Path Prediction from a Single Image Siyu Huang Xi Li Zhongfei Zhang Zhouzhou He Fei Wu Wei Liu Jinhui Tang Yueting Zhuang 51 60 0 27 Jan 2016