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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
L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN Training Jonghyun Bae W. Baek Tae Jun Ham Jae W. Lee 94 1 0 18 Aug 2022
Unifying Visual Perception by Dispersible Points Learning Jianming Liang Guanglu Song B. Leng Yu Liu VOS OCL 48 3 0 18 Aug 2022
Object Detection for Autonomous Dozers Chunfang Liu Burhaneddin Yaman 68 2 0 17 Aug 2022
Multi-View Correlation Consistency for Semi-Supervised Semantic Segmentation Yunzhong Hou Stephen Gould Liang Zheng 68 0 0 17 Aug 2022
DeepSportradar-v1: Computer Vision Dataset for Sports Understanding with High Quality Annotations Gabriel Van Zandycke Vladimir Somers M. Istasse Carlo Del Don Davide Zambrano 65 47 0 17 Aug 2022
Stereo Superpixel Segmentation Via Decoupled Dynamic Spatial-Embedding Fusion Network Hua Li Jun-Bang Liang Ruiqi Wu Runmin Cong Junhui Wu Sam Kwong 52 4 0 17 Aug 2022
TRoVE: Transforming Road Scene Datasets into Photorealistic Virtual Environments Shubham Dokania A. Subramanian Manmohan Chandraker C. V. Jawahar 65 6 0 16 Aug 2022
Subtype-Aware Dynamic Unsupervised Domain Adaptation Xiaofeng Liu Fangxu Xing Jane You Jun Lu C.-C. Jay Kuo Xiaofeng Liu Jonghye Woo OOD 116 7 0 16 Aug 2022
Introducing Intermediate Domains for Effective Self-Training during Test-Time Robert A. Marsden Mario Döbler Bin Yang TTA OOD 74 9 0 16 Aug 2022
WatchPed: Pedestrian Crossing Intention Prediction Using Embedded Sensors of Smartwatch Jibran A. Abbasi N. Imran Lokesh Chandra Das M. Won 80 1 0 15 Aug 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives Xiaofeng Liu Chaehwa Yoo Fangxu Xing Hyejin Oh Xiaofeng Liu Je-Won Kang Jonghye Woo OOD 117 207 0 15 Aug 2022
Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation Zhichao Lu Ran Cheng Shihua Huang Haotong Zhang Changxiao Qiu Fan Yang SSeg 92 23 0 14 Aug 2022
Continual Unsupervised Domain Adaptation for Semantic Segmentation using a Class-Specific Transfer Robert A. Marsden Felix Wiewel Mario Döbler Yang Yang B. Yang CLL 44 16 0 12 Aug 2022
Scale-free and Task-agnostic Attack: Generating Photo-realistic Adversarial Patterns with Patch Quilting Generator Xiang Gao Cheng Luo Qinliang Lin Weicheng Xie Minmin Liu Linlin Shen Keerthy Kusumam Siyang Song 50 5 0 12 Aug 2022
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation Junjie Li Zilei Wang Yuan Gao Xiaoming Hu 104 15 0 12 Aug 2022
Domain-invariant Prototypes for Semantic Segmentation Zhengeng Yang Hongshan Yu Wei Sun Li Cheng Ajmal Mian 107 3 0 12 Aug 2022
Semantic Self-adaptation: Enhancing Generalization with a Single Sample Sherwin Bahmani Oliver Hahn Eduard Zamfir Nikita Araslanov Zorah Lähner Stefan Roth OOD TTA VLM 114 7 0 10 Aug 2022
Efficient Joint-Dimensional Search with Solution Space Regularization for Real-Time Semantic Segmentation Peng Ye Baopu Li Tao Chen Jiayuan Fan Zhen Mei Chen-Fu Lin Chongyan Zuo Qinghua Chi Wanli Ouyan 3DV 80 12 0 10 Aug 2022
Towards Semantic Communications: Deep Learning-Based Image Semantic Coding Danlan Huang Fei Gao Xiaoming Tao Qiyuan Du Jianhua Lu 81 170 0 08 Aug 2022
Extrinsic Camera Calibration with Semantic Segmentation Alexander Tsaregorodtsev Johannes Muller Jan Strohbeck M. Herrmann M. Buchholz Vasileios Belagiannis 47 13 0 08 Aug 2022
RadSegNet: A Reliable Approach to Radar Camera Fusion Kshitiz Bansal Keshav Rungta Dinesh Bharadia 83 21 0 08 Aug 2022
MonoViT: Self-Supervised Monocular Depth Estimation with a Vision Transformer Chaoqiang Zhao Youming Zhang Matteo Poggi Fabio Tosi Xianda Guo Zheng Zhu Guan Huang Yang Tang S. Mattoccia ViT MDE 95 187 0 06 Aug 2022
Exploring the Effects of Data Augmentation for Drivable Area Segmentation Srinjoy Bhuiya Ayush Kumar Sankalok Sen 61 1 0 06 Aug 2022
Task-Balanced Distillation for Object Detection Ruining Tang Zhen-yu Liu Yangguang Li Yiguo Song Hui Liu Qide Wang Jing Shao Guifang Duan Jianrong Tan 70 21 0 05 Aug 2022
Memory-Guided Collaborative Attention for Nighttime Thermal Infrared Image Colorization Fuya Luo Yijun Cao Kai-Fu Yang Yongjie Li 83 2 0 05 Aug 2022
Cluster-to-adapt: Few Shot Domain Adaptation for Semantic Segmentation across Disjoint Labels Tarun Kalluri Manmohan Chandraker VLM 58 11 0 04 Aug 2022
Standardizing and Centralizing Datasets to Enable Efficient Training of Agricultural Deep Learning Models Amogh Joshi Dario Guevara Mason Earles 35 11 0 04 Aug 2022
Communication Beyond Transmitting Bits: Semantics-Guided Source and Channel Coding Jincheng Dai Ping Zhang K. Niu Sixian Wang Zhongwei Si Xiaoqi Qin 61 67 0 04 Aug 2022
H2-Stereo: High-Speed, High-Resolution Stereoscopic Video System Ming Cheng Yiling Xu Wang Shen M. Salman Asif Chao Ma Jun Sun Zhan Ma 64 3 0 04 Aug 2022
Estimating Visual Information From Audio Through Manifold Learning Fabrizio Pedersoli Dryden Wiebe A. Banitalebi Yong Zhang George Tzanetakis K. M. Yi SSL 142 7 0 03 Aug 2022
A Robust Morphological Approach for Semantic Segmentation of Very High Resolution Images Siddharth Saravanan Aditya Challa Sravan Danda 110 0 0 02 Aug 2022
Ithaca365: Dataset and Driving Perception under Repeated and Challenging Weather Conditions Carlos Diaz-Ruiz Youya Xia Yurong You Jose Nino Junan Chen ... Marc Emond Wei-Lun Chao Bharath Hariharan Kilian Q. Weinberger Mark E. Campbell 92 58 0 01 Aug 2022
OmniCity: Omnipotent City Understanding with Multi-level and Multi-view Images Weijia Li Yawen Lai Linning Xu Yuanbo Xiangli Jinhua Yu Conghui He Guisong Xia Dahua Lin ObjD 118 17 0 01 Aug 2022
Simplex Clustering via sBeta with Applications to Online Adjustment of Black-Box Predictions Florent Chiaroni Malik Boudiaf A. Mitiche Ismail Ben Ayed 84 0 0 30 Jul 2022
Revisiting the Critical Factors of Augmentation-Invariant Representation Learning Junqiang Huang Xiangwen Kong Xiangyu Zhang 52 6 0 30 Jul 2022
Learning Feature Decomposition for Domain Adaptive Monocular Depth Estimation Shao-Yuan Lo Wei Wang Jim Thomas Jingjing Zheng Vishal M. Patel Cheng-Hao Kuo 64 14 0 30 Jul 2022
Multi-Agent Reinforcement Learning for Long-Term Network Resource Allocation through Auction: a V2X Application Jing Tan R. Khalili Holger Karl A. Hecker OffRL 36 2 0 29 Jul 2022
Transfer Learning for Segmentation Problems: Choose the Right Encoder and Skip the Decoder Jonas Dippel Matthias Lenga Thomas Goerttler Klaus Obermayer Johannes Höhne SSL 97 2 0 29 Jul 2022
RCA: Ride Comfort-Aware Visual Navigation via Self-Supervised Learning Xinjie Yao Ji Zhang Jean Oh SSL 75 16 0 29 Jul 2022
Visual Recognition by Request Chufeng Tang Lingxi Xie Xiaopeng Zhang Xiaolin Hu Qi Tian VLM 99 15 0 28 Jul 2022
PEA: Improving the Performance of ReLU Networks for Free by Using Progressive Ensemble Activations Á. Utasi 49 0 0 28 Jul 2022
Lightweight and Progressively-Scalable Networks for Semantic Segmentation Yiheng Zhang Ting Yao Zhaofan Qiu Tao Mei SSeg 107 24 0 27 Jul 2022
Leveraging GAN Priors for Few-Shot Part Segmentation M. Han Heliang Zheng Chaoyue Wang Yong Luo Han Hu Bo Du 89 6 0 27 Jul 2022
GPS-GLASS: Learning Nighttime Semantic Segmentation Using Daytime Video and GPS data H. Lee Changwoo Han Jun-Sang Yoo Seung‐Won Jung 106 10 0 27 Jul 2022
Vector Quantized Image-to-Image Translation Yu-Jie Chen Shin-I Cheng Wei-Chen Chiu Hung-Yu Tseng Hsin-Ying Lee 71 20 0 27 Jul 2022
Efficient High-Resolution Deep Learning: A Survey Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis MedIm 158 21 0 26 Jul 2022
Semantic Segmentation for Autonomous Driving: Model Evaluation, Dataset Generation, Perspective Comparison, and Real-Time Capability Senay Cakir Marcel Gauss Kai Häppeler Yassine Ounajjar Fabian Heinle Reiner Marchthaler 52 12 0 26 Jul 2022
SegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness Jindong Gu Hengshuang Zhao Volker Tresp Philip Torr AAML 122 78 0 25 Jul 2022
TransCL: Transformer Makes Strong and Flexible Compressive Learning Chong Mou Jian Zhang 68 25 0 25 Jul 2022
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation Jiaming Zhang Kailun Yang Haowen Shi Simon Reiß Kunyu Peng Chaoxiang Ma Haodong Fu Philip H. S. Torr Kaiwei Wang Rainer Stiefelhagen ViT MDE 112 39 0 25 Jul 2022