Learning Deep Structured Models

9 July 2014

Papers citing "Learning Deep Structured Models"

25 / 125 papers shown

Title
Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs Siddhartha Chandra Iasonas Kokkinos 21 187 0 28 Mar 2016
Discriminative Embeddings of Latent Variable Models for Structured Data H. Dai Bo Dai Le Song BDL 49 693 0 17 Mar 2016
Exploring Context with Deep Structured models for Semantic Segmentation Guosheng Lin Chunhua Shen Anton van den Hengel Ian Reid SSeg 101 125 0 10 Mar 2016
Context-aware CNNs for person head detection Tuan-Hung Vu A. Osokin Ivan Laptev 21 136 0 24 Nov 2015
Constrained Structured Regression with Convolutional Neural Networks Deepak Pathak Philipp Krahenbuhl Stella X. Yu Trevor Darrell BDL 38 10 0 23 Nov 2015
Superpixel Convolutional Networks using Bilateral Inceptions Raghudeep Gadde Varun Jampani Martin Kiefel Daniel Kappler Peter V. Gehler SSeg SupR 24 129 0 20 Nov 2015
Training Deep Neural Networks via Direct Loss Minimization Yang Song A. Schwing R. Zemel R. Urtasun 24 100 0 19 Nov 2015
Structured Prediction Energy Networks David Belanger Andrew McCallum GNN 18 219 0 19 Nov 2015
Structural-RNN: Deep Learning on Spatio-Temporal Graphs Ashesh Jain Amir Zamir Silvio Savarese Ashutosh Saxena GNN 78 1 0 17 Nov 2015
Joint Training of Generic CNN-CRF Models with Stochastic Optimization Alexander Kirillov D. Schlesinger Shuai Zheng Bogdan Savchynskyy Philip Torr Carsten Rother 22 21 0 16 Nov 2015
Structure Inference Machines: Recurrent Neural Networks for Analyzing Relations in Group Activity Recognition Zhiwei Deng Arash Vahdat Hexiang Hu Greg Mori BDL GNN 22 241 0 13 Nov 2015
Attention to Scale: Scale-aware Semantic Image Segmentation Liang-Chieh Chen Yi Yang Jiang Wang Wei Xu Alan Yuille SSeg 54 1,316 0 10 Nov 2015
Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform Liang-Chieh Chen Jonathan T. Barron George Papandreou Kevin Patrick Murphy Alan Yuille 26 366 0 10 Nov 2015
Train and Test Tightness of LP Relaxations in Structured Prediction Ofer Meshi M. Mahdavi Adrian Weller David Sontag 23 15 0 04 Nov 2015
Training Deep Networks with Structured Layers by Matrix Backpropagation Catalin Ionescu O. Vantzos C. Sminchisescu 12 83 0 25 Sep 2015
Integrated Inference and Learning of Neural Factors in Structural Support Vector Machines Rein Houthooft F. Turck DRL 21 3 0 03 Aug 2015
Human Pose Estimation with Iterative Error Feedback João Carreira Pulkit Agrawal Katerina Fragkiadaki Jitendra Malik 3DH 42 750 0 23 Jul 2015
Combinatorial Energy Learning for Image Segmentation Jeremy B. Maitin-Shepard Viren Jain Michał Januszewski Peter H. Li Pieter Abbeel 21 26 0 13 Jun 2015
Deeply Learning the Messages in Message Passing Inference Guosheng Lin Chunhua Shen Ian Reid Anton Van Den Hengel 3DV 44 63 0 06 Jun 2015
Multi-Object Classification and Unsupervised Scene Understanding Using Deep Learning Features and Latent Tree Probabilistic Models Tejaswi Nimmagadda Anima Anandkumar OCL 24 9 0 02 May 2015
Efficient piecewise training of deep structured models for semantic segmentation Guosheng Lin Chunhua Shen Anton van dan Hengel Ian Reid VLM SSeg 55 923 0 04 Apr 2015
Fully Connected Deep Structured Networks A. Schwing R. Urtasun SSeg 59 308 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 23 2,529 0 11 Feb 2015
Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation George Papandreou Liang-Chieh Chen Kevin Patrick Murphy Alan Yuille SSeg 21 914 0 09 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 31 4,863 0 22 Dec 2014