Fully Connected Deep Structured Networks

9 March 2015

Papers citing "Fully Connected Deep Structured Networks"

41 / 41 papers shown

Title
Physics-informed Deep Learning to Solve Three-dimensional Terzaghi Consolidation Equation: Forward and Inverse Problems Biao Yuan Ana Heitor He Wang Xiaohui Chen AI4CE PINN 21 0 0 08 Jan 2024
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 24 49 0 13 Feb 2023
U-HRNet: Delving into Improving Semantic Representation of High Resolution Network for Dense Prediction Jian Wang Xiang Long Guowei Chen Zewu Wu Zeyu Chen Errui Ding SSeg 15 11 0 13 Oct 2022
On the Road to Online Adaptation for Semantic Image Segmentation Riccardo Volpi Pau de Jorge Diane Larlus G. Csurka OffRL 23 25 0 30 Mar 2022
SOInter: A Novel Deep Energy Based Interpretation Method for Explaining Structured Output Models S. F. Seyyedsalehi Mahdieh Soleymani Hamid R. Rabiee 18 0 0 20 Feb 2022
Regularized Frank-Wolfe for Dense CRFs: Generalizing Mean Field and Beyond Đ.Khuê Lê-Huu Alahari Karteek 23 12 0 27 Oct 2021
Deep Structured Reactive Planning Jerry Liu Wenyuan Zeng R. Urtasun Ersin Yumer 64 30 0 18 Jan 2021
A Multi-Level Approach to Waste Object Segmentation Tao Wang Yuanzheng Cai Lingyu Liang Dongyi Ye 9 52 0 08 Jul 2020
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 9 750 0 27 Aug 2019
Video Relationship Reasoning using Gated Spatio-Temporal Energy Graph Yao-Hung Hubert Tsai S. Divvala Louis-Philippe Morency Ruslan Salakhutdinov Ali Farhadi 25 102 0 25 Mar 2019
Predictive Learning on Hidden Tree-Structured Ising Models Konstantinos E. Nikolakakis Dionysios S. Kalogerias Anand D. Sarwate 18 12 0 11 Dec 2018
Learning Deep Representations for Semantic Image Parsing: a Comprehensive Overview Lili Huang Jiefeng Peng Ruimao Zhang Guanbin Li Liang Lin VLM SSL SSeg 29 12 0 10 Oct 2018
Efficient Relaxations for Dense CRFs with Sparse Higher Order Potentials Thomas Joy Alban Desmaison Thalaiyasingam Ajanthan Rudy Bunel Mathieu Salzmann Pushmeet Kohli Philip H. S. Torr M. P. Kumar 13 6 0 23 May 2018
MaskRNN: Instance Level Video Object Segmentation Yuan-Ting Hu Jia-Bin Huang A. Schwing VOS 19 182 0 29 Mar 2018
Monocular Depth Estimation using Multi-Scale Continuous CRFs as Sequential Deep Networks Dan Xu Elisa Ricci Wanli Ouyang Xiaogang Wang N. Sebe MDE 21 99 0 01 Mar 2018
Frank-Wolfe Network: An Interpretable Deep Structure for Non-Sparse Coding Dong Liu Ke Sun Zhangyang Wang Runsheng Liu Zhengjun Zha 12 12 0 28 Feb 2018
Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction Roei Herzig Moshiko Raboh Gal Chechik Jonathan Berant Amir Globerson GNN OCL 24 133 0 15 Feb 2018
Predict and Constrain: Modeling Cardinality in Deep Structured Prediction Nataly Brukhim Amir Globerson 16 9 0 13 Feb 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 32 12,890 0 07 Feb 2018
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs Loic Landrieu M. Simonovsky GNN 3DPC 30 1,238 0 27 Nov 2017
Predicting Scene Parsing and Motion Dynamics in the Future Xiaojie Jin Huaxin Xiao Xiaohui Shen Jimei Yang Zhe-nan Lin Yunpeng Chen Zequn Jie Jiashi Feng Shuicheng Yan 18 76 0 09 Nov 2017
Incorporating Depth into both CNN and CRF for Indoor Semantic Segmentation Jindong Jiang Zhijun Zhang Yongqian Huang Lunan Zheng 26 28 0 21 May 2017
Detecting Visual Relationships with Deep Relational Networks Bo Dai Yuqi Zhang Dahua Lin GNN 22 499 0 11 Apr 2017
Adversarial Networks for the Detection of Aggressive Prostate Cancer Simon A. A. Kohl D. Bonekamp H. Schlemmer Kaneschka Yaqubi Markus Hohenfellner B. Hadaschik J. Radtke Klaus Maier-Hein MedIm GAN 21 113 0 26 Feb 2017
Video Propagation Networks Varun Jampani Raghudeep Gadde Peter V. Gehler DiffM 11 230 0 16 Dec 2016
Fully Convolutional Instance-aware Semantic Segmentation Yi Li Haozhi Qi Jifeng Dai Xiangyang Ji Yichen Wei ISeg SSeg 30 1,000 0 23 Nov 2016
Exploiting Depth from Single Monocular Images for Object Detection and Semantic Segmentation Yuanzhouhan Cao Chunhua Shen Heng Tao Shen MDE 26 65 0 06 Oct 2016
Efficient Continuous Relaxations for Dense CRF Alban Desmaison Rudy Bunel Pushmeet Kohli Philip H. S. Torr M. P. Kumar 8 27 0 22 Aug 2016
Hierarchical Deep Temporal Models for Group Activity Recognition Mostafa S. Ibrahim S. Muralidharan Zhiwei Deng Arash Vahdat Greg Mori 73 445 0 09 Jul 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 20 18,021 0 02 Jun 2016
Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic Segmentation Zhicheng Yan H. M. Zhang Yangqing Jia Thomas Breuel Yizhou Yu SSeg 16 41 0 15 Mar 2016
Exploring Context with Deep Structured models for Semantic Segmentation Guosheng Lin Chunhua Shen Anton van den Hengel Ian Reid SSeg 94 125 0 10 Mar 2016
Structured Prediction Energy Networks David Belanger Andrew McCallum GNN 11 219 0 19 Nov 2015
Learning Structured Inference Neural Networks with Label Relations Hexiang Hu Guang-Tong Zhou Zhiwei Deng Zicheng Liao Greg Mori NAI BDL 28 126 0 17 Nov 2015
Structural-RNN: Deep Learning on Spatio-Temporal Graphs Ashesh Jain Amir Zamir Silvio Savarese Ashutosh Saxena GNN 46 1,080 0 17 Nov 2015
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 435 15,631 0 02 Nov 2015
Joint Calibration for Semantic Segmentation Holger Caesar J. Uijlings V. Ferrari 27 37 0 06 Jul 2015
Combinatorial Energy Learning for Image Segmentation Jeremy B. Maitin-Shepard Viren Jain Michał Januszewski Peter H. Li Pieter Abbeel 18 26 0 13 Jun 2015
Deeply Learning the Messages in Message Passing Inference Guosheng Lin Chunhua Shen Ian Reid A. Hengel 3DV 32 63 0 06 Jun 2015
Efficient piecewise training of deep structured models for semantic segmentation Guosheng Lin Chunhua Shen Anton van dan Hengel Ian Reid VLM SSeg 24 923 0 04 Apr 2015
Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks Alessandro Giusti D. Ciresan Jonathan Masci L. Gambardella Jürgen Schmidhuber 147 348 0 07 Feb 2013