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The Cityscapes Dataset for Semantic Urban Scene Understanding

The Cityscapes Dataset for Semantic Urban Scene Understanding

6 April 2016
Marius Cordts
Mohamed Omran
Sebastian Ramos
Timo Rehfeld
Markus Enzweiler
Rodrigo Benenson
Uwe Franke
Stefan Roth
Bernt Schiele
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Papers citing "The Cityscapes Dataset for Semantic Urban Scene Understanding"

50 / 5,129 papers shown
Title
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion
Libo Zhang
Yongsheng Yu
Jiali Yao
Heng Fan
50
0
0
17 Apr 2025
Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation
Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation
Siyu Chen
Ting Han
Changshe Zhang
Xin Luo
Meiliu Wu
Guorong Cai
Jinhe Su
MDE
41
0
0
17 Apr 2025
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation
Wenxin Chen
Mengxue Qu
Weitai Kang
Yan Yan
Yao Zhao
Yunchao Wei
49
0
0
17 Apr 2025
An Online Adaptation Method for Robust Depth Estimation and Visual Odometry in the Open World
An Online Adaptation Method for Robust Depth Estimation and Visual Odometry in the Open World
Xingwu Ji
Haochen Niu
Dexin Duan
R. Ying
Fei Wen
Peilin Liu
TTA
33
0
0
16 Apr 2025
Siamese Network with Dual Attention for EEG-Driven Social Learning: Bridging the Human-Robot Gap in Long-Tail Autonomous Driving
Siamese Network with Dual Attention for EEG-Driven Social Learning: Bridging the Human-Robot Gap in Long-Tail Autonomous Driving
Xiaoshan Zhou
Carol Menassa
V. Kamat
34
0
0
14 Apr 2025
COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts
COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts
Jiansheng Li
Xingxuan Zhang
Hao Zou
Yige Guo
Renzhe Xu
Yilong Liu
Chuzhao Zhu
Yue He
Peng Cui
VLM
44
0
0
14 Apr 2025
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation
Yasser Benigmim
Mohammad Fahes
Tuan-Hung Vu
Andrei Bursuc
Raoul de Charette
VLM
42
0
0
14 Apr 2025
CUT: Pruning Pre-Trained Multi-Task Models into Compact Models for Edge Devices
CUT: Pruning Pre-Trained Multi-Task Models into Compact Models for Edge Devices
Jingxuan Zhou
Weidong Bao
Ji Wang
Zhengyi Zhong
32
0
0
14 Apr 2025
IGL-DT: Iterative Global-Local Feature Learning with Dual-Teacher Semantic Segmentation Framework under Limited Annotation Scheme
IGL-DT: Iterative Global-Local Feature Learning with Dual-Teacher Semantic Segmentation Framework under Limited Annotation Scheme
Dinh Dai Quan Tran
Hoang-Thien Nguyen. Thanh-Huy Nguyen
Gia-Van To
T. Nguyen
Quan Nguyen
47
0
0
14 Apr 2025
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation
Beomseok Kang
Niluthpol Chowdhury Mithun
Abhinav Rajvanshi
Han-Pang Chiu
S. Samarasekera
33
0
0
14 Apr 2025
Vision-Language Model for Object Detection and Segmentation: A Review and Evaluation
Vision-Language Model for Object Detection and Segmentation: A Review and Evaluation
Yongchao Feng
Yajie Liu
Shuai Yang
Wenrui Cai
Jun Zhang
...
Jiahui Lv
Zichen Liu
Tengyuan Shi
Qingjie Liu
Yuhui Wang
MLLM
VLM
65
1
0
13 Apr 2025
RT-DATR:Real-time Unsupervised Domain Adaptive Detection Transformer with Adversarial Feature Learning
RT-DATR:Real-time Unsupervised Domain Adaptive Detection Transformer with Adversarial Feature Learning
Feng Lv
Chunlong Xia
Shuo Wang
Huo Cao
ViT
29
0
0
12 Apr 2025
Datasets for Lane Detection in Autonomous Driving: A Comprehensive Review
Datasets for Lane Detection in Autonomous Driving: A Comprehensive Review
Jörg Gamerdinger
Sven Teufel
Oliver Bringmann
37
0
0
11 Apr 2025
Adversarial Examples in Environment Perception for Automated Driving (Review)
Adversarial Examples in Environment Perception for Automated Driving (Review)
Jun Yan
Huilin Yin
AAML
39
0
0
11 Apr 2025
Hypergraph Vision Transformers: Images are More than Nodes, More than Edges
Hypergraph Vision Transformers: Images are More than Nodes, More than Edges
Joshua Fixelle
ViT
31
0
0
11 Apr 2025
Self-Bootstrapping for Versatile Test-Time Adaptation
Self-Bootstrapping for Versatile Test-Time Adaptation
Shuaicheng Niu
Guohao Chen
P. Zhao
Tianyi Wang
Pengcheng Wu
Zhiqi Shen
ViT
TTA
62
0
0
10 Apr 2025
RASMD: RGB And SWIR Multispectral Driving Dataset for Robust Perception in Adverse Conditions
RASMD: RGB And SWIR Multispectral Driving Dataset for Robust Perception in Adverse Conditions
Youngwan Jin
Michal Kovac
Yagiz Nalcakan
Hyeongjin Ju
Hanbin Song
Sanghyeop Yeo
Shiho Kim
44
0
0
10 Apr 2025
Distilling Knowledge from Heterogeneous Architectures for Semantic Segmentation
Distilling Knowledge from Heterogeneous Architectures for Semantic Segmentation
Yuanmin Huang
Kai Hu
Yuhui Zhang
Z. Chen
Xieping Gao
47
0
0
10 Apr 2025
X-DECODE: EXtreme Deblurring with Curriculum Optimization and Domain Equalization
X-DECODE: EXtreme Deblurring with Curriculum Optimization and Domain Equalization
Sushant Gautam
Jingdao Chen
31
0
0
10 Apr 2025
Domain Generalization through Attenuation of Domain-Specific Information
Domain Generalization through Attenuation of Domain-Specific Information
Reiji Saito
Kazuhiro Hotta
33
0
0
09 Apr 2025
Falcon: Fractional Alternating Cut with Overcoming Minima in Unsupervised Segmentation
Falcon: Fractional Alternating Cut with Overcoming Minima in Unsupervised Segmentation
Xiao Zhang
Xiangyu Han
Xiwen Lai
Yao Sun
Pei Zhang
Konrad Kording
34
0
0
08 Apr 2025
SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation
SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation
Hritam Basak
Zhaozheng Yin
VLM
40
0
0
08 Apr 2025
AEGIS: Human Attention-based Explainable Guidance for Intelligent Vehicle Systems
AEGIS: Human Attention-based Explainable Guidance for Intelligent Vehicle Systems
Zhuoli Zhuang
Cheng-You Lu
Yu-Cheng Chang
Yu-Kai Wang
T. Do
Chin-Teng Lin
37
0
0
08 Apr 2025
Transferable Mask Transformer: Cross-domain Semantic Segmentation with Region-adaptive Transferability Estimation
Transferable Mask Transformer: Cross-domain Semantic Segmentation with Region-adaptive Transferability Estimation
Enming Zhang
Zhu Li
Yanru Wu
Jun Wang
Yang Tan
Ruizhe Zhao
Guan Wang
Yang Li
ViT
40
0
0
08 Apr 2025
D-Feat Occlusions: Diffusion Features for Robustness to Partial Visual Occlusions in Object Recognition
D-Feat Occlusions: Diffusion Features for Robustness to Partial Visual Occlusions in Object Recognition
Rupayan Mallick
Sibo Dong
Nataniel Ruiz
Sarah Adel Bargal
DiffM
54
0
0
08 Apr 2025
S^4M: Boosting Semi-Supervised Instance Segmentation with SAM
S^4M: Boosting Semi-Supervised Instance Segmentation with SAM
Heeji Yoon
Heeseong Shin
Eunbeen Hong
Hyunwook Choi
Hansang Cho
Daun Jeong
Seungryong Kim
33
0
0
07 Apr 2025
DiCoTTA: Domain-invariant Learning for Continual Test-time Adaptation
DiCoTTA: Domain-invariant Learning for Continual Test-time Adaptation
Sohyun Lee
N. Kim
Juwon Kang
Seong Joon Oh
Suha Kwak
99
0
0
07 Apr 2025
Simultaneous Learning of Optimal Transports for Training All-to-All Flow-Based Condition Transfer Model
Simultaneous Learning of Optimal Transports for Training All-to-All Flow-Based Condition Transfer Model
Kotaro Ikeda
Masanori Koyama
Jinzhe Zhang
Kohei Hayashi
Kenji Fukumizu
OT
226
0
0
04 Apr 2025
Multimodal Fusion and Vision-Language Models: A Survey for Robot Vision
Multimodal Fusion and Vision-Language Models: A Survey for Robot Vision
Xiaofeng Han
Shunpeng Chen
Zenghuang Fu
Zhe Feng
Lue Fan
...
Li Guo
Weiliang Meng
Xiaopeng Zhang
Rongtao Xu
Shibiao Xu
74
1
0
03 Apr 2025
VIP: Video Inpainting Pipeline for Real World Human Removal
VIP: Video Inpainting Pipeline for Real World Human Removal
Huiming Sun
Yikang Li
Kangning Yang
Ruineng Li
Daitao Xing
...
Jiaming Ding
Jiang Geng
Jie Cai
Zibo Meng
C. Ho
3DH
43
0
0
03 Apr 2025
Refining CLIP's Spatial Awareness: A Visual-Centric Perspective
Refining CLIP's Spatial Awareness: A Visual-Centric Perspective
Congpei Qiu
Yanhao Wu
Wei Ke
Xiuxiu Bai
Tong Zhang
VLM
52
0
0
03 Apr 2025
Benchmarking the Spatial Robustness of DNNs via Natural and Adversarial Localized Corruptions
Benchmarking the Spatial Robustness of DNNs via Natural and Adversarial Localized Corruptions
Giulia Marchiori Pietrosanti
Giulio Rossolini
Alessandro Biondi
Giorgio Buttazzo
AAML
91
0
0
02 Apr 2025
Global Rice Multi-Class Segmentation Dataset (RiceSEG): A Comprehensive and Diverse High-Resolution RGB-Annotated Images for the Development and Benchmarking of Rice Segmentation Algorithms
Global Rice Multi-Class Segmentation Dataset (RiceSEG): A Comprehensive and Diverse High-Resolution RGB-Annotated Images for the Development and Benchmarking of Rice Segmentation Algorithms
Junchi Zhou
Haozhou Wang
Yoichiro Kato
Tejasri Nampally
P. Rajalakshmi
...
Xiaochun Hu
Yuanzhu Yang
Yanfeng Ding
Wei Guo
Shouyang Liu
34
0
0
02 Apr 2025
Scene-Centric Unsupervised Panoptic Segmentation
Scene-Centric Unsupervised Panoptic Segmentation
Oliver Hahn
Christoph Reich
Nikita Araslanov
Daniel Cremers
Christian Rupprecht
Stefan Roth
OCL
71
0
0
02 Apr 2025
Scaling Language-Free Visual Representation Learning
Scaling Language-Free Visual Representation Learning
David Fan
Shengbang Tong
Jiachen Zhu
Koustuv Sinha
Zhuang Liu
...
Michael G. Rabbat
Nicolas Ballas
Yann LeCun
Amir Bar
Saining Xie
CLIP
VLM
86
2
0
01 Apr 2025
BoundMatch: Boundary detection applied to semi-supervised segmentation for urban-driving scenes
BoundMatch: Boundary detection applied to semi-supervised segmentation for urban-driving scenes
Haruya Ishikawa
Yoshimitsu Aoki
49
0
0
30 Mar 2025
ViT-Linearizer: Distilling Quadratic Knowledge into Linear-Time Vision Models
ViT-Linearizer: Distilling Quadratic Knowledge into Linear-Time Vision Models
Guoyizhe Wei
Rama Chellappa
51
0
0
30 Mar 2025
Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object Detection
Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object Detection
Marc-Antoine Lavoie
Anas Mahmoud
Steven Waslander
44
0
0
29 Mar 2025
Real-time Video Prediction With Fast Video Interpolation Model and Prediction Training
Real-time Video Prediction With Fast Video Interpolation Model and Prediction Training
Shota Hirose
Kazuki Kotoyori
Kasidis Arunruangsirilert
Fangzheng Lin
Heming Sun
J. Katto
3DH
62
1
0
29 Mar 2025
A Dataset for Semantic Segmentation in the Presence of Unknowns
A Dataset for Semantic Segmentation in the Presence of Unknowns
Zakaria Laskar
Tomás Vojír
Matej Grcic
Iaroslav Melekhov
Shankar Gangisettye
Arno Solin
Jirí Matas
Giorgos Tolias
C.V. Jawahar
UQCV
53
0
0
28 Mar 2025
One Look is Enough: A Novel Seamless Patchwise Refinement for Zero-Shot Monocular Depth Estimation Models on High-Resolution Images
One Look is Enough: A Novel Seamless Patchwise Refinement for Zero-Shot Monocular Depth Estimation Models on High-Resolution Images
Byeongjun Kwon
Munchurl Kim
VLM
MDE
62
0
0
28 Mar 2025
Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation
Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation
Minho Park
S. Park
Jungsoo Lee
Hyojin Park
Kyuwoong Hwang
Fatih Porikli
Jaegul Choo
Sungha Choi
41
0
0
28 Mar 2025
Foveated Instance Segmentation
Foveated Instance Segmentation
Hongyi Zeng
Wenxuan Liu
Tianhua Xia
Jintai Chen
Ziyun Li
Sai Qian Zhang
ISeg
75
0
0
27 Mar 2025
BOOTPLACE: Bootstrapped Object Placement with Detection Transformers
BOOTPLACE: Bootstrapped Object Placement with Detection Transformers
Hang Zhou
Wei Ji
Rui Ma
Li Cheng
ViT
44
0
0
27 Mar 2025
HOT: Hadamard-based Optimized Training
HOT: Hadamard-based Optimized Training
Seonggon Kim
Juncheol Shin
Seung-taek Woo
Eunhyeok Park
53
0
0
27 Mar 2025
Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation
Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation
Reza Qorbani
Gianluca Villani
Theodoros Panagiotakopoulos
Marc Botet Colomer
Linus Harenstam-Nielsen
...
Pier Luigi Dovesi
Jussi Karlgren
Daniel Cremers
F. Tombari
Matteo Poggi
VLM
57
0
0
27 Mar 2025
Towards Generating Realistic 3D Semantic Training Data for Autonomous Driving
Towards Generating Realistic 3D Semantic Training Data for Autonomous Driving
Lucas Nunes
Rodrigo Marcuzzi
Jens Behley
C. Stachniss
3DPC
85
0
0
27 Mar 2025
AccidentSim: Generating Physically Realistic Vehicle Collision Videos from Real-World Accident Reports
AccidentSim: Generating Physically Realistic Vehicle Collision Videos from Real-World Accident Reports
Xinsong Zhang
Qian Zhang
Longfei Han
Qiang Qu
Xiaoming Chen
VGen
67
0
0
26 Mar 2025
SURGEON: Memory-Adaptive Fully Test-Time Adaptation via Dynamic Activation Sparsity
SURGEON: Memory-Adaptive Fully Test-Time Adaptation via Dynamic Activation Sparsity
Ke Ma
Jiaqi Tang
B. Guo
Fan Dang
Sicong Liu
...
Lei Wu
Cheng Fang
Ying-Cong Chen
Zhiwen Yu
Yunhao Liu
TTA
81
0
0
26 Mar 2025
Exploiting Temporal State Space Sharing for Video Semantic Segmentation
Exploiting Temporal State Space Sharing for Video Semantic Segmentation
Syed Ariff Syed Hesham
Yun Liu
Guolei Sun
Henghui Ding
Jing Yang
Ender Konukoglu
Xue Geng
Xudong Jiang
53
1
0
26 Mar 2025
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