Multi-Scale Context Aggregation by Dilated Convolutions

23 November 2015

Papers citing "Multi-Scale Context Aggregation by Dilated Convolutions"

50 / 1,016 papers shown

Title
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming Liu Jan Kautz 3DPC 76 2,425 0 07 Sep 2017
Learning Dilation Factors for Semantic Segmentation of Street Scenes Yang He M. Keuper Bernt Schiele Mario Fritz SSeg 19 8 0 06 Sep 2017
Improving Landmark Localization with Semi-Supervised Learning S. Honari Pavlo Molchanov Stephen Tyree Pascal Vincent C. Pal Jan Kautz SSL 38 162 0 05 Sep 2017
SketchParse : Towards Rich Descriptions for Poorly Drawn Sketches using Multi-Task Hierarchical Deep Networks Ravi Kiran Sarvadevabhatla Isht Dwivedi Abhijat Biswas S. Manocha R. VenkateshBabu 3DV 24 38 0 05 Sep 2017
Single Shot Text Detector with Regional Attention Pan He Weilin Huang Tong He Qile Zhu Yu Qiao Xiaolin Li VLM 31 297 0 01 Sep 2017
Semantic Foggy Scene Understanding with Synthetic Data Daniel Gehrig Dengxin Dai Luc Van Gool 49 1,089 0 25 Aug 2017
Capturing Long-term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition S. Khorram Zakaria Aldeneh Dimitrios Dimitriadis M. McInnis E. Provost 39 39 0 23 Aug 2017
Segmentation-Aware Convolutional Networks Using Local Attention Masks Adam W. Harley Konstantinos G. Derpanis Iasonas Kokkinos SSeg 35 141 0 15 Aug 2017
Semantic Instance Segmentation with a Discriminative Loss Function Bert De Brabandere D. Neven Luc Van Gool SSeg 57 443 0 08 Aug 2017
DSOD: Learning Deeply Supervised Object Detectors from Scratch Zhiqiang Shen Zhuang Liu Jianguo Li Yu-Gang Jiang Yurong Chen Xiangyang Xue ObjD 25 600 0 03 Aug 2017
Automatic Segmentation and Disease Classification Using Cardiac Cine MR Images J. Wolterink T. Leiner M. Viergever Ivana Isgum 24 111 0 03 Aug 2017
Photographic Image Synthesis with Cascaded Refinement Networks Qifeng Chen V. Koltun 26 946 0 28 Jul 2017
Fast Deep Matting for Portrait Animation on Mobile Phone Bingke Zhu Yingying Chen Jinqiao Wang Si Liu Bo Zhang Ming Tang 3DH 24 78 0 26 Jul 2017
Efficient Yet Deep Convolutional Neural Networks for Semantic Segmentation Sharif Amit Kamran A. Sabbir SSeg 13 19 0 26 Jul 2017
Adversarial training and dilated convolutions for brain MRI segmentation P. Moeskops M. Veta Maxime W. Lafarge K. Eppenhof J. Pluim MedIm GAN 30 132 0 11 Jul 2017
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges Mennatullah Siam Sara Elkerdawy Martin Jägersand S. Yogamani 124 166 0 08 Jul 2017
Online Adaptation of Convolutional Neural Networks for Video Object Segmentation P. Voigtlaender Bastian Leibe VOS 30 394 0 28 Jun 2017
FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis Nitika Verma Edmond Boyer Jakob Verbeek 3DPC GNN 26 25 0 16 Jun 2017
One Model To Learn Them All Lukasz Kaiser Aidan Gomez Noam M. Shazeer Ashish Vaswani Niki Parmar Llion Jones Jakob Uszkoreit VLM ViT 30 333 0 16 Jun 2017
LinkNet: Exploiting Encoder Representations for Efficient Semantic Segmentation Abhishek Chaurasia Eugenio Culurciello SSeg 18 1,367 0 14 Jun 2017
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model Xingjian Shi Zhihan Gao Leonard Lausen Hao Wang Dit-Yan Yeung W. Wong W. Woo 25 791 0 12 Jun 2017
Depthwise Separable Convolutions for Neural Machine Translation Lukasz Kaiser Aidan Gomez François Chollet 41 278 0 09 Jun 2017
Dilated Residual Networks Feng Yu V. Koltun Thomas Funkhouser MedIm 6 1,613 0 28 May 2017
Enhancement of SSD by concatenating feature maps for object detection Jisoo Jeong Hyojin Park Nojun Kwak ObjD 27 317 0 26 May 2017
Incorporating Depth into both CNN and CRF for Indoor Semantic Segmentation Jindong Jiang Zhijun Zhang Yongqian Huang Lunan Zheng 45 28 0 21 May 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 90 3,074 0 19 May 2017
DeepCorrect: Correcting DNN models against Image Distortions Tejas S. Borkar Lina Karam 27 93 0 05 May 2017
Analysis and Design of Convolutional Networks via Hierarchical Tensor Decompositions Nadav Cohen Or Sharir Yoav Levine Ronen Tamari David Yakira Amnon Shashua 20 38 0 05 May 2017
No More Discrimination: Cross City Adaptation of Road Scene Segmenters Yi-Hsin Chen Wei-Yu Chen Yu-Ting Chen Bo-Cheng Tsai Y. Wang Min Sun SSeg 28 341 0 27 Apr 2017
A Review on Deep Learning Techniques Applied to Semantic Segmentation Alberto Garcia-Garcia Sergio Orts Sergiu Oprea Victor Villena-Martinez Jose Garcia-Rodriguez 3DV SSeg 34 1,270 0 22 Apr 2017
Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency Shubham Tulsiani Tinghui Zhou Alyosha A. Efros Jitendra Malik 3DV 36 558 0 20 Apr 2017
Universal Adversarial Perturbations Against Semantic Image Segmentation J. H. Metzen Mummadi Chaithanya Kumar Thomas Brox Volker Fischer AAML 30 287 0 19 Apr 2017
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of the Art J. Janai Fatma Guney Aseem Behl Andreas Geiger 10 787 0 18 Apr 2017
2D-3D Pose Consistency-based Conditional Random Fields for 3D Human Pose Estimation Ju Yong Chang Kyoung Mu Lee 3DH 22 17 0 13 Apr 2017
Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization D. Vigneault Weidi Xie D. Bluemke J. A. Noble 16 13 0 12 Apr 2017
Learning Deep CNN Denoiser Prior for Image Restoration Peng Sun W. Zuo Shuhang Gu Lei Zhang SupR 73 1,831 0 11 Apr 2017
Loss Max-Pooling for Semantic Image Segmentation Samuel Rota Buló Gerhard Neuhold Peter Kontschieder SSeg 28 116 0 10 Apr 2017
A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction Jo Schlemper Jose Caballero Joseph V. Hajnal Anthony N. Price Daniel Rueckert 38 1,120 0 08 Apr 2017
Multiple Instance Detection Network with Online Instance Classifier Refinement Peng Tang Xinggang Wang X. Bai Wenyu Liu WSOD 24 437 0 01 Apr 2017
Learning Visual Servoing with Deep Features and Fitted Q-Iteration Alex X. Lee Sergey Levine Pieter Abbeel SSL 30 73 0 31 Mar 2017
Active Convolution: Learning the Shape of Convolution for Image Classification Yunho Jeon Junmo Kim 29 171 0 27 Mar 2017
SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-rays Wei-Ming Dai Joseph Doyle Xiaodan Liang Zeya Wang Nanqing Dong Huatian Zhang Eric Xing MedIm 31 170 0 26 Mar 2017
Open Vocabulary Scene Parsing Hang Zhao Xavier Puig Bolei Zhou Sanja Fidler Antonio Torralba VLM 3DV 22 119 0 26 Mar 2017
Predicting Deeper into the Future of Semantic Segmentation Pauline Luc Natalia Neverova Camille Couprie Jakob Verbeek Yann LeCun 23 242 0 22 Mar 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 92 5,261 0 17 Mar 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 58 4,645 0 15 Mar 2017
Comparison of the Deep-Learning-Based Automated Segmentation Methods for the Head Sectioned Images of the Virtual Korean Human Project M. Eshghi H. Roth M. Oda M. Chung K. Mori 18 3 0 15 Mar 2017
Conditional Time Series Forecasting with Convolutional Neural Networks Anastasia Borovykh S. Bohté C. Oosterlee AI4TS 18 468 0 14 Mar 2017
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation Chunpeng Wu W. Wen Tariq Afzal Yongmei Zhang Yiran Chen Hai Helen Li 32 46 0 12 Mar 2017
Colorization as a Proxy Task for Visual Understanding Gustav Larsson Michael Maire Gregory Shakhnarovich SSL 65 494 0 11 Mar 2017