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The Cityscapes Dataset for Semantic Urban Scene Understanding

6 April 2016

Bernt Schiele

Papers citing "The Cityscapes Dataset for Semantic Urban Scene Understanding"

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Title
Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation Chenxi Liu Liang-Chieh Chen Florian Schroff Hartwig Adam Wei Hua Alan Yuille Li Fei-Fei SSeg 137 988 0 10 Jan 2019
Adaptive Feature Processing for Robust Human Activity Recognition on a Novel Multi-Modal Dataset Mirco Moencks V. D. Silva Jamie Roche A. Kondoz 39 15 0 09 Jan 2019
Panoptic Feature Pyramid Networks Alexander Kirillov Ross B. Girshick Kaiming He Piotr Dollár ISeg SSeg 230 1,295 0 08 Jan 2019
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding Dengxin Dai Daniel Gehrig Simon Hecker Luc Van Gool 111 141 0 05 Jan 2019
Unsupervised Learning of Depth and Ego-Motion from Cylindrical Panoramic Video Alisha Sharma Jonathan Ventura MDE 73 4 0 04 Jan 2019
Imminent Collision Mitigation with Reinforcement Learning and Vision Horia Porav Paul Newman 59 18 0 03 Jan 2019
I Can See Clearly Now : Image Restoration via De-Raining Horia Porav Tom Bruls Paul Newman 67 92 0 03 Jan 2019
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification Marc Combalia João Paulo Papa 83 83 0 30 Dec 2018
Coarse-to-fine Semantic Segmentation from Image-level Labels Longlong Jing Yucheng Chen Yingli Tian SSeg VLM 71 117 0 28 Dec 2018
A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes Yang Zhang P. David H. Foroosh Boqing Gong SSeg 89 132 0 24 Dec 2018
SfMLearner++: Learning Monocular Depth & Ego-Motion using Meaningful Geometric Constraints V. Prasad Brojeshwar Bhowmick MDE 91 26 0 20 Dec 2018
Unsupervised Video Object Segmentation with Distractor-Aware Online Adaptation Yeon-Chang Wang Jongmoo Choi Yueru Chen Siyang Li Qin Huang Kaitai Zhang Ming-Sui Lee C.-C. Jay Kuo VOS 46 7 0 19 Dec 2018
A Commute in Data: The comma2k19 Dataset H. Schafer Eder Santana A. Haden R. Biasini 3DV 68 74 0 14 Dec 2018
SIGNet: Semantic Instance Aided Unsupervised 3D Geometry Perception Yue Meng Y. Lu A. Raj Samuel Sunarjo Rui Guo T. Javidi G. Bansal Dinesh Bharadia 3DV MDE 3DPC 91 53 0 13 Dec 2018
DLOW: Domain Flow for Adaptation and Generalization R. Gong Wen Li Yuhua Chen Luc Van Gool OOD AI4CE 127 353 0 13 Dec 2018
IPOD: Intensive Point-based Object Detector for Point Cloud Zetong Yang Yanan Sun Shu Liu Xiaoyong Shen Jiaya Jia 3DPC 86 161 0 13 Dec 2018
Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach Yuhua Chen Wen Li Xiaoran Chen Luc Van Gool 117 252 0 12 Dec 2018
C3: Concentrated-Comprehensive Convolution and its application to semantic segmentation Hyojin Park Y. Yoo Geonseok Seo Dongyoon Han Sangdoo Yun Nojun Kwak SSeg 155 9 0 12 Dec 2018
Weakly Supervised Instance Segmentation Using Hybrid Network Shisha Liao Yongqing Sun Chenqiang Gao Pranav Shenoy KP Song Mu J. Shimamura Atsushi Sagata SSeg 100 11 0 12 Dec 2018
Strong-Weak Distribution Alignment for Adaptive Object Detection Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada Kate Saenko ObjD 94 619 0 12 Dec 2018
Multichannel Semantic Segmentation with Unsupervised Domain Adaptation Kohei Watanabe Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada MDE 64 11 0 11 Dec 2018
Attention-guided Unified Network for Panoptic Segmentation Yanwei Li Xinze Chen Zheng Zhu Lingxi Xie Guan Huang Dalong Du Xingang Wang 76 281 0 10 Dec 2018
Defending Against Universal Perturbations With Shared Adversarial Training Chaithanya Kumar Mummadi Thomas Brox J. H. Metzen AAML 84 60 0 10 Dec 2018
Unsupervised Learning of Monocular Depth Estimation with Bundle Adjustment, Super-Resolution and Clip Loss Lipu Zhou Jiamin Ye Montiel Abello Shengze Wang Michael Kaess MDE 115 27 0 08 Dec 2018
A Survey of Unsupervised Deep Domain Adaptation Garrett Wilson D. Cook OOD 223 824 0 06 Dec 2018
ROI-10D: Monocular Lifting of 2D Detection to 6D Pose and Metric Shape Fabian Manhardt Wadim Kehl Adrien Gaidon 3DPC 3DH 136 276 0 06 Dec 2018
Online Model Distillation for Efficient Video Inference Ravi Teja Mullapudi Steven Chen Keyi Zhang Deva Ramanan Kayvon Fatahalian VGen 126 115 0 06 Dec 2018
OMNIA Faster R-CNN: Detection in the wild through dataset merging and soft distillation Alexandre Ramé Emilien Garreau H. Ben-younes Charles Ollion ObjD 105 17 0 06 Dec 2018
Fast and Accurate Person Re-Identification with RMNet Evgeny Izutov 3DH 87 6 0 06 Dec 2018
Context-Aware Synthesis and Placement of Object Instances Donghoon Lee Sifei Liu Liang Feng Ming-Yuan Liu Ming-Hsuan Yang Jan Kautz 106 117 0 06 Dec 2018
Learn to See by Events: Color Frame Synthesis from Event and RGB Cameras S. Pini Guido Borghi R. Vezzani GAN 103 24 0 05 Dec 2018
Interactive Full Image Segmentation by Considering All Regions Jointly E. Agustsson J. Uijlings V. Ferrari VLM 86 75 0 05 Dec 2018
ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model Haichuan Yang Yuhao Zhu Ji Liu 111 40 0 05 Dec 2018
Improving Semantic Segmentation via Video Propagation and Label Relaxation Yi Zhu Karan Sapra F. Reda Kevin J. Shih Shawn D. Newsam Andrew Tao Bryan Catanzaro 145 386 0 04 Dec 2018
Learning to Fuse Things and Stuff Jie Li Allan Raventos Arjun Bhargava Takaaki Tagawa Adrien Gaidon 124 104 0 04 Dec 2018
SPLAT: Semantic Pixel-Level Adaptation Transforms for Detection Eric Tzeng Kaylee Burns Kate Saenko Trevor Darrell ObjD 83 16 0 03 Dec 2018
Disentangling Propagation and Generation for Video Prediction Hang Gao Huazhe Xu Qi-Zhi Cai Ruth Wang Feng Yu Trevor Darrell 111 84 0 02 Dec 2018
On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent Noah Golmant N. Vemuri Z. Yao Vladimir Feinberg A. Gholami Kai Rothauge Michael W. Mahoney Joseph E. Gonzalez 99 73 0 30 Nov 2018
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation Tuan-Hung Vu Himalaya Jain Max Bucher Matthieu Cord P. Pérez 210 1,308 0 30 Nov 2018
Graph-Based Global Reasoning Networks Yunpeng Chen Marcus Rohrbach Zhicheng Yan Shuicheng Yan Jiashi Feng Yannis Kalantidis GNN NAI 315 460 0 30 Nov 2018
Evaluating Bayesian Deep Learning Methods for Semantic Segmentation Jishnu Mukhoti Y. Gal UQCV BDL 112 225 0 30 Nov 2018
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE Ke Li Tianhao Zhang Jitendra Malik DiffM 251 88 0 29 Nov 2018
EV-SegNet: Semantic Segmentation for Event-based Cameras Inigo Alonso Ana C. Murillo 132 142 0 29 Nov 2018
Efficient Semantic Segmentation for Visual Bird's-eye View Interpretation Timo Sämann Karl Amende Stefan Milz Christian Witt Martin Simon Johannes Petzold VLM 67 12 0 29 Nov 2018
Network Uncertainty Informed Semantic Feature Selection for Visual SLAM Pranav Ganti Steven L. Waslander 70 24 0 29 Nov 2018
CCNet: Criss-Cross Attention for Semantic Segmentation Zilong Huang Xinggang Wang Yunchao Wei Lichao Huang Humphrey Shi Wenyu Liu Chang Huang VOS 231 2,569 0 28 Nov 2018
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network Sachin Mehta Mohammad Rastegari Linda G. Shapiro Hannaneh Hajishirzi VLM 89 401 0 28 Nov 2018
Future Segmentation Using 3D Structure Suhani Vora R. Mahjourian S. Pirk A. Angelova 3DPC 59 8 0 28 Nov 2018
Is it Safe to Drive? An Overview of Factors, Challenges, and Datasets for Driveability Assessment in Autonomous Driving Junyao Guo Unmesh Kurup Mohak Shah 82 52 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 82 107 0 27 Nov 2018