Robust and Subject-Independent Driving Manoeuvre Anticipation through Domain-Adversarial Recurrent Neural Networks

26 February 2019

Papers citing "Robust and Subject-Independent Driving Manoeuvre Anticipation through Domain-Adversarial Recurrent Neural Networks"

21 / 21 papers shown

Title
Multimodal Deep Learning Cem Akkus Jiquan Ngiam Vladana Djakovic Steffen Jauch-Walser A. Khosla ... Jann Goschenhofer Honglak Lee A. Ng Daniel Schalk Matthias Aßenmacher 117 3,174 0 12 Jan 2023
Deep Multimodal Representation Learning from Temporal Data Xitong Yang Palghat Ramesh Radha Chitta S. Madhvanath Edgar A. Bernal Jiebo Luo AI4TS 64 94 0 11 Apr 2017
Joint Modeling of Event Sequence and Time Series with Attentional Twin Recurrent Neural Networks Shuai Xiao Junchi Yan Mehrdad Farajtabar Le Song Xiaokang Yang H. Zha AI4TS 66 44 0 24 Mar 2017
An overview of gradient descent optimization algorithms Sebastian Ruder ODL 206 6,199 0 15 Sep 2016
Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition Jun Liu Amir Shahroudy Dong Xu Gang Wang 166 1,106 0 24 Jul 2016
Domain Adaptation for Neural Networks by Parameter Augmentation Yusuke Watanabe Kazuma Hashimoto Yoshimasa Tsuruoka OOD 46 6 0 01 Jul 2016
Statistical Pattern Recognition for Driving Styles Based on Bayesian Probability and Kernel Density Estimation Wenshuo Wang Junqiang Xi Xiaohan Li 46 49 0 03 Jun 2016
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 187 1,650 0 16 Dec 2015
Simultaneous Deep Transfer Across Domains and Tasks Eric Tzeng Judy Hoffman Trevor Darrell Kate Saenko OOD 83 1,372 0 08 Oct 2015
Recurrent Neural Networks for Driver Activity Anticipation via Sensory-Fusion Architecture Ashesh Jain Avi Singh H. Koppula Shane Soh Ashutosh Saxena 65 256 0 16 Sep 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 383 9,511 0 28 May 2015
Anticipating Visual Representations from Unlabeled Video Carl Vondrick Hamed Pirsiavash Antonio Torralba 68 145 0 29 Apr 2015
Robobarista: Object Part based Transfer of Manipulation Trajectories from Crowd-sourcing in 3D Pointclouds Jaeyong Sung Seok Hyun Jin Ashutosh Saxena LM&Ro 3DPC 73 71 0 13 Apr 2015
LSTM: A Search Space Odyssey Klaus Greff R. Srivastava Jan Koutník Bas R. Steunebrink Jürgen Schmidhuber AI4TS VLM 124 5,303 0 13 Mar 2015
Gated Feedback Recurrent Neural Networks Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 72 830 0 09 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,260 0 22 Dec 2014
Unsupervised Domain Adaptation with Feature Embeddings Yi Yang Jacob Eisenstein SSL 47 19 0 14 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 596 12,734 0 11 Dec 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
Marginalized Denoising Autoencoders for Domain Adaptation Minmin Chen Z. Xu Kilian Q. Weinberger Fei Sha 119 818 0 18 Jun 2012
A Tutorial on Spectral Clustering U. V. Luxburg 290 10,541 0 01 Nov 2007