Efficient piecewise training of deep structured models for semantic segmentation

4 April 2015

Guosheng Lin

Chunhua Shen

Papers citing "Efficient piecewise training of deep structured models for semantic segmentation"

50 / 356 papers shown

Title
Reasoning Visual Dialogs with Structural and Partial Observations Zilong Zheng Wenguan Wang Siyuan Qi Song-Chun Zhu 39 117 0 11 Apr 2019
Pixel-Adaptive Convolutional Neural Networks Hang Su Varun Jampani Deqing Sun Orazio Gallo Erik Learned-Miller Jan Kautz 26 283 0 10 Apr 2019
High-Resolution Representations for Labeling Pixels and Regions Ke Sun Yang Zhao Borui Jiang Tianheng Cheng Bin Xiao Dong Liu Yadong Mu Xinggang Wang Wenyu Liu Jingdong Wang SSeg 19 773 0 09 Apr 2019
FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation Huikai Wu Junge Zhang Kaiqi Huang Kongming Liang Yizhou Yu SSeg 28 289 0 28 Mar 2019
Value of Temporal Dynamics Information in Driving Scene Segmentation Li Ding Jack Terwilliger Rini Sherony B. Reimer Alex Fridman 19 22 0 21 Mar 2019
Visual Semantic Information Pursuit: A Survey Daqi Liu M. Bober J. Kittler 15 31 0 13 Mar 2019
Knowledge Adaptation for Efficient Semantic Segmentation Tong He Chunhua Shen Zhi Tian Dong Gong Changming Sun Youliang Yan SSeg 8 225 0 12 Mar 2019
CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning Chi Zhang Guosheng Lin Fayao Liu Rui Yao Chunhua Shen VLM SSeg 25 534 0 06 Mar 2019
Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation Zhi Tian Tong He Chunhua Shen Youliang Yan 18 214 0 05 Mar 2019
DeeperLab: Single-Shot Image Parser Tien-Ju Yang Maxwell D. Collins Yukun Zhu Jyh-Jing Hwang Ting Liu Xiao Zhang Vivienne Sze George Papandreou Liang-Chieh Chen SSeg VLM 41 189 0 13 Feb 2019
The effect of scene context on weakly supervised semantic segmentation Mohammad Kamalzare R. Kahani Alireza Talebpour Ahmad Mahmoudi-Aznaveh 11 0 0 12 Feb 2019
Attention-based Context Aggregation Network for Monocular Depth Estimation Yuru Chen Haitao Zhao Zhengwei Hu 12 90 0 29 Jan 2019
Deep Learning on Attributed Graphs: A Journey from Graphs to Their Embeddings and Back M. Simonovsky BDL GNN 29 1 0 24 Jan 2019
Soft Rasterizer: Differentiable Rendering for Unsupervised Single-View Mesh Reconstruction Shichen Liu Weikai Chen Tianye Li Hao Li 12 96 0 17 Jan 2019
Integrating Learning and Reasoning with Deep Logic Models G. Marra Francesco Giannini Michelangelo Diligenti Marco Gori NAI 32 56 0 14 Jan 2019
Window detection in aerial texture images of the Berlin 3D CityGML Model Franziska Lippoldt Marius Erdt 13 0 0 19 Dec 2018
Unsupervised Change Detection in Satellite Images Using Convolutional Neural Networks Kevin Louis de Jong Anna Sergeevna Bosman SSL 27 72 0 14 Dec 2018
Tree-structured Kronecker Convolutional Network for Semantic Segmentation Tianyi Wu Sheng Tang Rui Zhang Juan Cao Jintao Li SSeg 19 33 0 12 Dec 2018
Predictive Learning on Hidden Tree-Structured Ising Models Konstantinos E. Nikolakakis Dionysios S. Kalogerias Anand D. Sarwate 23 12 0 11 Dec 2018
PlaneRCNN: 3D Plane Detection and Reconstruction from a Single Image Chen Liu Kihwan Kim Liang Feng Yasutaka Furukawa Jan Kautz 3DV 18 220 0 10 Dec 2018
SurfConv: Bridging 3D and 2D Convolution for RGBD Images Hang Chu Wei-Chiu Ma Kaustav Kundu R. Urtasun Sanja Fidler MDE 29 24 0 04 Dec 2018
MDU-Net: Multi-scale Densely Connected U-Net for biomedical image segmentation Jiawei Zhang Yuzhen Jin Jilan Xu Xiaowei Xu Yanchun Zhang SSeg MedIm AI4CE 24 116 0 02 Dec 2018
Evaluating Bayesian Deep Learning Methods for Semantic Segmentation Jishnu Mukhoti Y. Gal UQCV BDL 33 220 0 30 Nov 2018
ShelfNet for Fast Semantic Segmentation Juntang Zhuang Tomoki Hayashi Lin Gu Shinji Watanabe SSeg 13 4 0 27 Nov 2018
Affinity Derivation and Graph Merge for Instance Segmentation Yiding Liu Siyu Yang Bin Li Wen-gang Zhou Jizheng Xu Houqiang Li Yan Lu ISeg SSeg 22 107 0 27 Nov 2018
Semi-Supervised Semantic Image Segmentation with Self-correcting Networks Mostafa S. Ibrahim Arash Vahdat Mani Ranjbar W. Macready 14 83 0 17 Nov 2018
Scene Parsing via Dense Recurrent Neural Networks with Attentional Selection Heng Fan Peng Chu Longin Jan Latecki Haibin Ling 27 14 0 09 Nov 2018
An End-to-end Approach to Semantic Segmentation with 3D CNN and Posterior-CRF in Medical Images Shuai Chen Marleen de Bruijne MedIm 20 11 0 08 Nov 2018
Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks Jie Hu Li Shen Samuel Albanie Gang Sun Andrea Vedaldi 12 569 0 29 Oct 2018
Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells Vladimir Nekrasov Hao Chen Chunhua Shen Ian Reid SSeg 16 147 0 25 Oct 2018
Improving Fast Segmentation With Teacher-student Learning Jiafeng Xie Bing Shuai Jianfang Hu Jingyang Lin Weishi Zheng 28 95 0 19 Oct 2018
Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation Chaowei Xiao Ruizhi Deng Bo-wen Li Feng Yu M. Liu D. Song AAML 16 99 0 11 Oct 2018
Light-Weight RefineNet for Real-Time Semantic Segmentation Vladimir Nekrasov Chunhua Shen Ian Reid SSeg VLM 24 147 0 08 Oct 2018
Diagnostics in Semantic Segmentation Vladimir Nekrasov Chunhua Shen Ian Reid VLM SSeg 9 3 0 27 Sep 2018
Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations Vladimir Nekrasov Thanuja Dharmasiri Andrew Spek Tom Drummond Chunhua Shen Ian Reid 29 148 0 13 Sep 2018
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction Liang-Chieh Chen Maxwell D. Collins Yukun Zhu George Papandreou Barret Zoph Florian Schroff Hartwig Adam Jonathon Shlens 3DV 24 408 0 11 Sep 2018
Dual Attention Network for Scene Segmentation J. Fu Jiaheng Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 65 5,048 0 09 Sep 2018
Adversarial Learning for Image Forensics Deep Matching with Atrous Convolution Yaqi Liu Xianfeng Zhao Xiaobin Zhu Yun Cao GAN 9 2 0 08 Sep 2018
Detailed Dense Inference with Convolutional Neural Networks via Discrete Wavelet Transform Lingni Ma J. Stückler Tao Wu Daniel Cremers 16 8 0 06 Aug 2018
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 39 2,177 0 02 Aug 2018
A Network Structure to Explicitly Reduce Confusion Errors in Semantic Segmentation Qichuan Geng Xinyu Huang Zhong Zhou Ruigang Yang SSeg 18 1 0 01 Aug 2018
Guided Upsampling Network for Real-Time Semantic Segmentation Davide Mazzini SSeg 6 113 0 19 Jul 2018
ModaNet: A Large-Scale Street Fashion Dataset with Polygon Annotations Shuai Zheng Fan Yang M. Kiapour Robinson Piramuthu 24 138 0 03 Jul 2018
MoE-SPNet: A Mixture-of-Experts Scene Parsing Network Huan Fu Biwei Huang Chaohui Wang Dacheng Tao MoE 26 18 0 19 Jun 2018
Semantic Video Segmentation: A Review on Recent Approaches M. H. Saffar Mohsen Fayyaz Mohammad Sabokrou M. Fathy 20 11 0 16 Jun 2018
Pyramid Attention Network for Semantic Segmentation Hanchao Li Pengfei Xiong Jie An Lingxue Wang SSeg 25 838 0 25 May 2018
Complex Relations in a Deep Structured Prediction Model for Fine Image Segmentation Cristina Mata Guy Ben-Yosef Boris Katz 21 0 0 24 May 2018
Deep Learning Estimation of Absorbed Dose for Nuclear Medicine Diagnostics Luciano Melodia 13 2 0 23 May 2018
DifNet: Semantic Segmentation by Diffusion Networks Peng-Tao Jiang Fanglin Gu Yunhai Wang Changhe Tu Baoquan Chen DiffM SSeg 10 35 0 21 May 2018
Adversarial Structure Matching for Structured Prediction Tasks Jyh-Jing Hwang Tsung-Wei Ke Jianbo Shi Stella X. Yu 6 7 0 18 May 2018