Deep Structured Prediction with Nonlinear Output Transformations

1 November 2018

Papers citing "Deep Structured Prediction with Nonlinear Output Transformations"

23 / 23 papers shown

Title
Localized Structured Prediction C. Ciliberto Francis R. Bach Alessandro Rudi 36 28 0 06 Jun 2018
Learning Approximate Inference Networks for Structured Prediction Lifu Tu Kevin Gimpel BDL 43 53 0 09 Mar 2018
SEARNN: Training RNNs with Global-Local Losses Rémi Leblond Jean-Baptiste Alayrac A. Osokin Simon Lacoste-Julien 53 52 0 14 Jun 2017
End-to-End Learning for Structured Prediction Energy Networks David Belanger Bishan Yang Andrew McCallum 59 136 0 16 Mar 2017
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs Michael Gygli Mohammad Norouzi A. Angelova TDI 101 68 0 13 Mar 2017
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 269 619 0 22 Sep 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 493 37,806 0 20 May 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 429 2,566 0 25 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.8K 193,426 0 10 Dec 2015
Training Deep Neural Networks via Direct Loss Minimization Yang Song Alex Schwing R. Zemel R. Urtasun 63 101 0 19 Nov 2015
Structured Prediction Energy Networks David Belanger Andrew McCallum GNN 59 219 0 19 Nov 2015
Train and Test Tightness of LP Relaxations in Structured Prediction Ofer Meshi M. Mahdavi Adrian Weller David Sontag 52 15 0 04 Nov 2015
Deeply Learning the Messages in Message Passing Inference Guosheng Lin Chunhua Shen Ian Reid Anton Van Den Hengel 3DV 66 63 0 06 Jun 2015
Fully Connected Deep Structured Networks Alex Schwing R. Urtasun SSeg 121 309 0 09 Mar 2015
Conditional Random Fields as Recurrent Neural Networks Shuai Zheng Sadeep Jayasumana Bernardino Romera-Paredes Vibhav Vineet Zhizhong Su Dalong Du Chang Huang Philip Torr SSeg 202 2,534 0 11 Feb 2015
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 144 4,888 0 22 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 349 20,518 0 10 Sep 2014
Learning Deep Structured Models Liang-Chieh Chen Alex Schwing Alan Yuille R. Urtasun BDL 93 247 0 09 Jul 2014
Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation Jonathan Tompson Arjun Jain Yann LeCun C. Bregler 3DH 133 1,536 0 11 Jun 2014
A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems Jörg H. Kappes Björn Andres Fred Hamprecht Christoph Schnörr Sebastian Nowozin ... Thorben Kröger J. Lellmann N. Komodakis Bogdan Savchynskyy Carsten Rother 74 185 0 02 Apr 2014
Tightening LP Relaxations for MAP using Message Passing David Sontag Talya Meltzer Amir Globerson Tommi Jaakkola Yair Weiss 90 320 0 13 Jun 2012
Convergent message passing algorithms - a unifying view Talya Meltzer Amir Globerson Yair Weiss 110 129 0 09 May 2012
Efficient Minimization of Decomposable Submodular Functions Peter Stobbe Andreas Krause 82 124 0 26 Oct 2010