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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
Deep Learning Technique for Human Parsing: A Survey and Outlook Lu Yang Wenhe Jia Shane Li Q. Song ViT 143 20 0 01 Jan 2023
Robust Domain Adaptive Object Detection with Unified Multi-Granularity Alignment Libo Zhang Wenzhang Zhou Heng Fan Tiejian Luo Haibin Ling ObjD 93 14 0 01 Jan 2023
Efficient On-device Training via Gradient Filtering Yuedong Yang Guihong Li R. Marculescu 100 19 0 01 Jan 2023
Source-Free Unsupervised Domain Adaptation: A Survey Yuqi Fang P. Yap W. Lin Hongtu Zhu Mingxia Liu 230 99 0 31 Dec 2022
4Seasons: Benchmarking Visual SLAM and Long-Term Localization for Autonomous Driving in Challenging Conditions Patrick Wenzel Nan Yang Rui Wang Niclas Zeller Zorah Lähner 90 2 0 31 Dec 2022
A Class-wise Non-salient Region Generalized Framework for Video Semantic Segmentation Yuhang Zhang Shishun Tian Muxin Liao Zhengyu Zhang Wenbin Zou Chen Xu 103 0 0 29 Dec 2022
Representation Separation for Semantic Segmentation with Vision Transformers Yuanduo Hong Huihui Pan Weichao Sun Xinghu Yu Huijun Gao ViT 83 5 0 28 Dec 2022
Parsing Objects at a Finer Granularity: A Survey Yifan Zhao Jia Li Yonghong Tian 126 2 0 28 Dec 2022
Prototype-guided Cross-task Knowledge Distillation for Large-scale Models Deng Li Aming Wu Yahong Han Qingwen Tian VLM 96 3 0 26 Dec 2022
Semi-Supervised Domain Adaptation for Semantic Segmentation of Roads from Satellite Images A. Kındıroglu Metehan Yalçin F. Bagci Mahiye Uluyagmur Öztürk 32 0 0 26 Dec 2022
HandsOff: Labeled Dataset Generation With No Additional Human Annotations Austin Xu Mariya I. Vasileva Achal Dave Arjun Seshadri 67 7 0 24 Dec 2022
On Calibrating Semantic Segmentation Models: Analyses and An Algorithm Dongdong Wang Boqing Gong Liqiang Wang 92 27 0 22 Dec 2022
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability Chengtai Cao Fan Zhou Yurou Dai Jianping Wang Kunpeng Zhang AAML 119 31 0 21 Dec 2022
MaskingDepth: Masked Consistency Regularization for Semi-supervised Monocular Depth Estimation Jongbeom Baek Gyeongnyeon Kim Seonghoon Park Honggyu An Matteo Poggi Seung Wook Kim MDE 103 0 0 21 Dec 2022
Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond Shen Zheng Yi Ma Jinqian Pan Chang-Tien Lu Gaurav Gupta 119 23 0 21 Dec 2022
Temporal Output Discrepancy for Loss Estimation-based Active Learning Siyu Huang Tianyang Wang Haoyi Xiong Bihan Wen Jun Huan Dejing Dou UQCV 69 6 0 20 Dec 2022
Weakly supervised training of universal visual concepts for multi-domain semantic segmentation Petra Bevandić Marin Orsic Ivan Grubišić Josip Saric Sinisa Segvic 88 5 0 20 Dec 2022
Uncertainty in Real-Time Semantic Segmentation on Embedded Systems Ethan Goan Clinton Fookes UQCV 96 4 0 20 Dec 2022
Leveraging Road Area Semantic Segmentation with Auxiliary Steering Task Jyri Maanpää Iaroslav Melekhov Josef Taher P. Manninen Juha Hyyppa LLMSV 91 1 0 19 Dec 2022
Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization Yuyang Zhao Zhun Zhong Na Zhao N. Sebe G. Lee 130 32 0 18 Dec 2022
Are We Ready for Vision-Centric Driving Streaming Perception? The ASAP Benchmark Xiaofen Wang Zheng Zhu Yunpeng Zhang Guan Huang Yun Ye Wenbo Xu Ziwei Chen Xingang Wang 61 19 0 17 Dec 2022
Test-time Adaptation in the Dynamic World with Compound Domain Knowledge Management Jun S. Song Kwanyong Park Inkyu Shin Sanghyun Woo Chaoning Zhang In So Kweon TTA 89 6 0 16 Dec 2022
FlexiViT: One Model for All Patch Sizes Lucas Beyer Pavel Izmailov Alexander Kolesnikov Mathilde Caron Simon Kornblith Xiaohua Zhai Matthias Minderer Michael Tschannen Ibrahim Alabdulmohsin Filip Pavetić VLM 155 94 0 15 Dec 2022
Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation A. Das Yongqin Xian Yang He Zeynep Akata Bernt Schiele 58 15 0 15 Dec 2022
Full Contextual Attention for Multi-resolution Transformers in Semantic Segmentation Loic Themyr Clément Rambour Nicolas Thome Toby Collins Alexandre Hostettler ViT 49 10 0 15 Dec 2022
Efficient Visual Computing with Camera RAW Snapshots Zhihao Li Ming Lu Xu Zhang Xin Feng M. Salman Asif Zhan Ma 117 12 0 15 Dec 2022
Runtime Monitoring for Out-of-Distribution Detection in Object Detection Neural Networks V. Hashemi Jan Křetínský Sabine Rieder J. Schmidt OODD 65 7 0 15 Dec 2022
Multi-task Fusion for Efficient Panoptic-Part Segmentation Sravan Kumar Jagadeesh René Schuster D. Stricker 95 6 0 15 Dec 2022
SBSS: Stacking-Based Semantic Segmentation Framework for Very High Resolution Remote Sensing Image Yuanzhi Cai Lei Fan Yuan-Sheng Fang 61 20 0 15 Dec 2022
Learning to Detect Semantic Boundaries with Image-level Class Labels Nam-Won Kim S. Hwang Suha Kwak 73 3 0 15 Dec 2022
Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic Experts Zhitong Gao Yucong Chen Chuyu Zhang Xuming He UQCV 57 5 0 14 Dec 2022
One-Shot Domain Adaptive and Generalizable Semantic Segmentation with Class-Aware Cross-Domain Transformers R. Gong Qin Wang Dengxin Dai Luc Van Gool ViT 91 4 0 14 Dec 2022
Connectivity-constrained Interactive Panoptic Segmentation Ruobing Shen Bo Tang Andrea Lodi Ismail Ben Ayed T. Guthier 66 1 0 13 Dec 2022
Robust Perception through Equivariance Chengzhi Mao Lingyu Zhang Abhishek Joshi Junfeng Yang Hongya Wang Carl Vondrick BDL AAML 98 8 0 12 Dec 2022
Carpet-bombing patch: attacking a deep network without usual requirements Pol Labarbarie Adrien Chan-Hon-Tong Stéphane Herbin Milad Leyli-Abadi AAML 61 1 0 12 Dec 2022
Feature Calibration Network for Occluded Pedestrian Detection Tianliang Zhang QiXiang Ye Baochang Zhang Jianzhuang Liu Xiaopeng Zhang Qi Tian 69 28 0 12 Dec 2022
CircleNet: Reciprocating Feature Adaptation for Robust Pedestrian Detection Tianliang Zhang Zhenjun Han Huijuan Xu Baochang Zhang QiXiang Ye ObjD 54 10 0 12 Dec 2022
AI Model Utilization Measurements For Finding Class Encoding Patterns P. Bajcsy Antonio Cardone Chenyi Ling Philippe Dessauw Michael Majurski Timothy Blattner D. Juba Walid Keyrouz 55 0 0 12 Dec 2022
SEPT: Towards Scalable and Efficient Visual Pre-Training Yiqi Lin Huabin Zheng Huaping Zhong Jinjing Zhu Weijia Li Conghui He Lin Wang 80 2 0 11 Dec 2022
General Adversarial Defense Against Black-box Attacks via Pixel Level and Feature Level Distribution Alignments Xiaogang Xu Hengshuang Zhao Philip Torr Jiaya Jia AAML 61 2 0 11 Dec 2022
Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning Jishnu Mukhoti Tsung-Yu Lin Omid Poursaeed Rui Wang Ashish Shah Philip Torr Ser-Nam Lim VLM 137 83 0 09 Dec 2022
Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic Segmentation Zhen Zhao Lihe Yang Sifan Long Jimin Pi Luping Zhou Jingdong Wang 119 79 0 09 Dec 2022
Self-training via Metric Learning for Source-Free Domain Adaptation of Semantic Segmentation Ibrahim Batuhan Akkaya U. Halici TTA 94 2 0 08 Dec 2022
An Empirical Study on Multi-Domain Robust Semantic Segmentation Yajie Liu Pu Ge Qingjie Liu Shichao Fan Yunhong Wang 52 2 0 08 Dec 2022
Surround-view Fisheye BEV-Perception for Valet Parking: Dataset, Baseline and Distortion-insensitive Multi-task Framework Zizhang Wu Yuanzhu Gan Xianzhi Li Yunzhe Wu Xiaoquan Wang Tianhao Xu Fan Wang 62 10 0 08 Dec 2022
AsyInst: Asymmetric Affinity with DepthGrad and Color for Box-Supervised Instance Segmentation Si-Jia Yang Longlong Jing Junfei Xiao Hang Zhao Alan Yuille Yingwei Li ISeg 65 2 0 07 Dec 2022
Framework-agnostic Semantically-aware Global Reasoning for Segmentation Mir Rayat Imtiaz Hossain Leonid Sigal James J. Little ViT 52 0 0 06 Dec 2022
Robust Point Cloud Segmentation with Noisy Annotations Shuquan Ye Dongdong Chen Songfang Han Jing Liao 3DPC 64 11 0 06 Dec 2022
PØDA: Prompt-driven Zero-shot Domain Adaptation Mohammad Fahes Tuan-Hung Vu Andrei Bursuc Patrick Pérez Raoul de Charette VLM 157 49 0 06 Dec 2022
IncepFormer: Efficient Inception Transformer with Pyramid Pooling for Semantic Segmentation Lihua Fu Haoyue Tian Xiang Zhai Pan Gao Xiaojiang Peng ViT 55 9 0 06 Dec 2022