v1v2 (latest)

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
Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet? Nenad Tomašev Ioana Bica Brian McWilliams Lars Buesing Razvan Pascanu Charles Blundell Jovana Mitrović SSL 179 83 0 13 Jan 2022
Unsupervised Domain Adaptation for Cross-Modality Retinal Vessel Segmentation via Disentangling Representation Style Transfer and Collaborative Consistency Learning Linkai Peng Li Lin Pujin Cheng Ziqi Huang Xiaoying Tang OOD 94 14 0 13 Jan 2022
Collision Detection: An Improved Deep Learning Approach Using SENet and ResNext Aloukik Aditya Li Zhou Hrishika Vachhani Dhivya Chandrasekaran Vijay K. Mago 37 9 0 13 Jan 2022
BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations Daiqing Li Huan Ling Seung Wook Kim Karsten Kreis Adela Barriuso Sanja Fidler Antonio Torralba 145 107 0 12 Jan 2022
In Defense of the Unitary Scalarization for Deep Multi-Task Learning Vitaly Kurin Alessandro De Palma Ilya Kostrikov Shimon Whiteson M. P. Kumar 103 75 0 11 Jan 2022
End-To-End Optimization of LiDAR Beam Configuration for 3D Object Detection and Localization Niclas Vodisch Ozan Unal Ke Li Luc Van Gool Dengxin Dai 3DPC 38 14 0 11 Jan 2022
Language-driven Semantic Segmentation Boyi Li Kilian Q. Weinberger Serge Belongie V. Koltun René Ranftl VLM 174 629 0 10 Jan 2022
FogAdapt: Self-Supervised Domain Adaptation for Semantic Segmentation of Foggy Images Javed Iqbal R. Hafiz Mohsen Ali TTA 92 19 0 07 Jan 2022
ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks Weiqin Chuah Ruwan Tennakoon R. Hoseinnezhad A. Bab-Hadiashar David Suter OOD 112 41 0 06 Jan 2022
CitySurfaces: City-Scale Semantic Segmentation of Sidewalk Materials Maryam Hosseini Fabio Miranda Jianzhe Lin Claudio Silva 71 41 0 06 Jan 2022
Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement Dongnan Liu Chaoyi Zhang Yang Song Heng Huang Chenyu Wang Michael Barnett Weidong (Tom) Cai 97 41 0 06 Jan 2022
On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving Giulio Rossolini F. Nesti G. D’Amico Saasha Nair Alessandro Biondi Giorgio Buttazzo AAML 86 42 0 05 Jan 2022
Lawin Transformer: Improving Semantic Segmentation Transformer with Multi-Scale Representations via Large Window Attention Haotian Yan Chuang Zhang Ming Wu ViT 149 63 0 05 Jan 2022
Culture-to-Culture Image Translation and User Evaluation Giulia Zaino Carmine Tommaso Recchiuto A. Sgorbissa 137 2 0 05 Jan 2022
Advancing 3D Medical Image Analysis with Variable Dimension Transform based Supervised 3D Pre-training Shu Zhen Zhang Zihao Li Hong-Yu Zhou Jiechao Ma Yizhou Yu 60 12 0 05 Jan 2022
Towards Unsupervised Open World Semantic Segmentation Svenja Uhlemeyer Matthias Rottmann Hanno Gottschalk 144 18 0 04 Jan 2022
DIAL: Deep Interactive and Active Learning for Semantic Segmentation in Remote Sensing Gaston Lenczner Adrien Chan-Hon-Tong Bertrand Le Saux Nicola Luminari G. L. Besnerais 45 37 0 04 Jan 2022
Facial-Sketch Synthesis: A New Challenge Deng-Ping Fan Ziling Huang Peng Zheng Hong Liu Xue Qin Luc Van Gool CVBM 126 35 0 31 Dec 2021
Data-Free Knowledge Transfer: A Survey Yuang Liu Wei Zhang Jun Wang Jianyong Wang 121 48 0 31 Dec 2021
Visual and Object Geo-localization: A Comprehensive Survey Daniel Wilson Xiaohan Zhang Waqas Sultani S. Wshah 73 16 0 30 Dec 2021
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model Mengde Xu Zheng Zhang Fangyun Wei Yutong Lin Yue Cao Han Hu Xiang Bai VLM 158 226 0 29 Dec 2021
Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter J. Marescaux Guido Costamagna B. Dallemagne N. Padoy 73 10 0 27 Dec 2021
MSeg: A Composite Dataset for Multi-domain Semantic Segmentation John Lambert Zhuang Liu Ozan Sener James Hays V. Koltun VLM 104 204 0 27 Dec 2021
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 203 51 0 27 Dec 2021
Meta-Learned Feature Critics for Domain Generalized Semantic Segmentation Zu-Yun Shiau Wei-Wei Lin Ci-Siang Lin Yu-Chiang Frank Wang OOD 74 1 0 27 Dec 2021
Channel-Wise Attention-Based Network for Self-Supervised Monocular Depth Estimation Jiaxing Yan Hong Zhao Penghui Bu Yusheng Jin 3DPC MDE 86 136 0 24 Dec 2021
Dense Out-of-Distribution Detection by Robust Learning on Synthetic Negative Data Matej Grcić Petra Bevandić Zoran Kalafatić Sinivsa vSegvić 117 11 0 23 Dec 2021
SeMask: Semantically Masked Transformers for Semantic Segmentation Jitesh Jain Anukriti Singh Nikita Orlov Zilong Huang Jiachen Li Steven Walton Humphrey Shi ViT 96 98 0 23 Dec 2021
Comparison and Analysis of Image-to-Image Generative Adversarial Networks: A Survey Sagar Saxena Mohammad Nayeem Teli EGVM GAN MedIm 85 26 0 23 Dec 2021
PandaSet: Advanced Sensor Suite Dataset for Autonomous Driving Pengchuan Xiao Zhenlei Shao Steven Hao Zishuo Zhang Xiaolin Chai ... Jian Wu Kai Sun Kun Jiang Yunlong Wang Diange Yang 3DV 3DPC 86 191 0 23 Dec 2021
MOSAIC: Mobile Segmentation via decoding Aggregated Information and encoded Context Weijun Wang Andrew G. Howard Mamba 68 4 0 22 Dec 2021
Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions Shahin Atakishiyev Mohammad Salameh Hengshuai Yao Randy Goebel 126 138 0 21 Dec 2021
Distribution-aware Margin Calibration for Semantic Segmentation in Images Litao Yu Zhibin Li Min Xu Yongsheng Gao Jiebo Luo Jian Zhang 93 15 0 21 Dec 2021
Contrastive Object Detection Using Knowledge Graph Embeddings Christopher Lang Alexander Braun Abhinav Valada 67 8 0 21 Dec 2021
Raw High-Definition Radar for Multi-Task Learning Julien Rebut Arthur Ouaknine Waqas Malik Patrick Pérez 100 84 0 20 Dec 2021
Topology Preserving Local Road Network Estimation from Single Onboard Camera Image Y. Can Alexander Liniger D. Paudel Luc Van Gool 85 50 0 19 Dec 2021
3D Instance Segmentation of MVS Buildings Jiazhou Chen Yanghui Xu Shufang Lu Ronghua Liang Liangliang Nan ISeg 3DV 79 24 0 18 Dec 2021
SuperStyleNet: Deep Image Synthesis with Superpixel Based Style Encoder Jong-Han Kim Gen Li Cheolkon Jung Joongkyu Kim 75 1 0 17 Dec 2021
High Fidelity Visualization of What Your Self-Supervised Representation Knows About Florian Bordes Randall Balestriero Pascal Vincent DiffM 111 65 0 16 Dec 2021
Slot-VPS: Object-centric Representation Learning for Video Panoptic Segmentation Yi Zhou Hui Zhang Hana Lee Shuyang Sun Pingjun Li Yangguang Zhu ByungIn Yoo Xiaojuan Qi Jae-Joon Han VOS 77 28 0 16 Dec 2021
Perception and Sensing for Autonomous Vehicles Under Adverse Weather Conditions: A Survey Yuxiao Zhang Alexander Carballo Hanting Yang K. Takeda 101 299 0 16 Dec 2021
Towards Robust Neural Image Compression: Adversarial Attack and Model Finetuning Tong Chen Zhan Ma AAML 87 32 0 16 Dec 2021
Frequency Spectrum Augmentation Consistency for Domain Adaptive Object Detection R. Liu Yahong Han Yaowei Wang Qi Tian 88 2 0 16 Dec 2021
Self-Ensembling GAN for Cross-Domain Semantic Segmentation Yonghao Xu Fengxiang He Bo Du Dacheng Tao Liangpei Zhang GAN 75 17 0 15 Dec 2021
Towards General and Efficient Active Learning Yichen Xie Masayoshi Tomizuka Wei Zhan VLM 95 10 0 15 Dec 2021
n-CPS: Generalising Cross Pseudo Supervision to n Networks for Semi-Supervised Semantic Segmentation Dominik Filipiak Piotr Tempczyk Marek Cygan 75 13 0 14 Dec 2021
Stochastic Actor-Executor-Critic for Image-to-Image Translation Ziwei Luo Jing Hu Xin Wang Siwei Lyu Bin Kong Youbing Yin Qi Song Xi Wu BDL EGVM 46 5 0 14 Dec 2021
SNF: Filter Pruning via Searching the Proper Number of Filters Pengkun Liu Yaru Yue Yanjun Guo Xingxiang Tao Xiaoguang Zhou 3DPC 62 0 0 14 Dec 2021
E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic Segmentation Jie Zhu Huabin Huang Banghuai Li Leye Wang 79 14 0 14 Dec 2021
SAC-GAN: Structure-Aware Image Composition Hang Zhou Rui Ma Ling-Xiao Zhang Lina Gao Ali Mahdavi-Amiri Haotong Zhang GAN 94 7 0 13 Dec 2021