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
Detecting Novelties with Empty Classes Svenja Uhlemeyer Julian Lienen Eyke Hüllermeier Hanno Gottschalk 55 1 0 30 Apr 2023
Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal Naresh Gurulingan Bahram Zonooz Elahe Arani 88 2 0 30 Apr 2023
An Extensible Multimodal Multi-task Object Dataset with Materials Trevor Scott Standley Ruohan Gao Dawn Chen Jiajun Wu Silvio Savarese 36 2 0 29 Apr 2023
Regularizing Self-training for Unsupervised Domain Adaptation via Structural Constraints Rajshekhar Das Jonathan M Francis Sanket Vaibhav Mehta Jean Oh Emma Strubell Jose Moura 125 1 0 29 Apr 2023
NeRF-LiDAR: Generating Realistic LiDAR Point Clouds with Neural Radiance Fields Junge Zhang Feihu Zhang Shaochen Kuang Li Zhang 3DPC 153 41 0 28 Apr 2023
Differentiable Sensor Layouts for End-to-End Learning of Task-Specific Camera Parameters Hendrik Sommerhoff Shashank Agnihotri Mohamed Saleh Michael Moeller Margret Keuper A. Kolb 3DV 101 6 0 28 Apr 2023
Learning Articulated Shape with Keypoint Pseudo-labels from Web Images Anastasis Stathopoulos Georgios Pavlakos Ligong Han Dimitris N. Metaxas 78 8 0 27 Apr 2023
Zero-shot Unsupervised Transfer Instance Segmentation Gyungin Shin Samuel Albanie Weidi Xie ISeg VLM 145 5 0 27 Apr 2023
Instance Segmentation in the Dark Linwei Chen Ying Fu Kaixuan Wei Dezhi Zheng Felix Heide ISeg 132 61 0 27 Apr 2023
EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation Suman Saha Lukas Hoyer Anton Obukhov Dengxin Dai Luc Van Gool 118 15 0 27 Apr 2023
A Control-Centric Benchmark for Video Prediction Stephen Tian Chelsea Finn Jiajun Wu 141 13 0 26 Apr 2023
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE OOD 131 27 0 26 Apr 2023
Compensation Learning in Semantic Segmentation Timo Kaiser Christoph Reinders Bodo Rosenhahn NoLa 71 3 0 26 Apr 2023
Exploring the Mutual Influence between Self-Supervised Single-Frame and Multi-Frame Depth Estimation Jie Xiang Yun Wang Lifeng An Haiyang Liu Jian Liu MDE 109 5 0 25 Apr 2023
VeML: An End-to-End Machine Learning Lifecycle for Large-scale and High-dimensional Data Van-Duc Le Tien-Cuong Bui Wen-Syan Li VLM MLLM 76 0 0 25 Apr 2023
Unsupervised Synthetic Image Refinement via Contrastive Learning and Consistent Semantic-Structural Constraints Ganning Zhao Ting-Li Shen Suya You C.-C. Jay Kuo 70 5 0 25 Apr 2023
AutoFocusFormer: Image Segmentation off the Grid Chen Ziwen K. Patnaik Shuangfei Zhai Alvin Wan Zhile Ren Alex Schwing Alex Colburn Li Fuxin 103 12 0 24 Apr 2023
Mono Video-Based AI Corridor for Model-Free Detection of Collision-Relevant Obstacles T. Michalke Yassin Kaddar Thomas Nürnberg Linh Kästner Jens Lambrecht 60 0 0 24 Apr 2023
Synthetic Datasets for Autonomous Driving: A Survey Zhihang Song Zimin He Xingyu Li Q. Ma RuiBo Ming ... Huaxin Pei Lihui Peng Jianming Hu Dingyi Yao Yan Zhang 101 46 0 24 Apr 2023
Augmentation-based Domain Generalization for Semantic Segmentation Manuel Schwonberg Fadoua El Bouazati Nico M. Schmidt Hanno Gottschalk 99 8 0 24 Apr 2023
Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving Manuel Schwonberg J. Niemeijer Jan-Aike Termöhlen Jörg P. Schäfer Nico M. Schmidt Hanno Gottschalk Tim Fingscheidt OOD AI4CE 97 36 0 24 Apr 2023
Semi-Supervised Semantic Segmentation With Region Relevance Rui Chen Tao Chen Qiong Wang Yazhou Yao 66 5 0 23 Apr 2023
OmniLabel: A Challenging Benchmark for Language-Based Object Detection S. Schulter G. VijayKumarB. Yumin Suh Konstantinos M. Dafnis Zhixing Zhang Shiyu Zhao Dimitris N. Metaxas ObjD 78 12 0 22 Apr 2023
Noisy Universal Domain Adaptation via Divergence Optimization for Visual Recognition Qing Yu Atsushi Hashimoto Yoshitaka Ushiku NoLa 47 1 0 20 Apr 2023
FIANCEE: Faster Inference of Adversarial Networks via Conditional Early Exits Polina Karpikova Radionova Ekaterina A. Yaschenko Andrei A. Spiridonov Leonid Kostyushko Riccardo Fabbricatore Aleksei Ivakhnenko Samsung AI Center 76 3 0 20 Apr 2023
Visual DNA: Representing and Comparing Images using Distributions of Neuron Activations Benjamin Ramtoula Matthew Gadd Paul Newman D. Martini 93 10 0 20 Apr 2023
Transformer-Based Visual Segmentation: A Survey Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 170 147 0 19 Apr 2023
Boosting Semantic Segmentation with Semantic Boundaries Haruya Ishikawa Y. Aoki 65 4 0 19 Apr 2023
Dual Stage Stylization Modulation for Domain Generalized Semantic Segmentation Gabriel Tjio Ping Liu C. Kwoh Qiufeng Wang 118 0 0 18 Apr 2023
Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation Chunyan Wang Dong Zhang Liyan Zhang Jinhui Tang 95 9 0 18 Apr 2023
UDTIRI: An Online Open-Source Intelligent Road Inspection Benchmark Suite Sicen Guo Jiahang Li Yi Feng Dacheng Zhou D. Zhang Chen Chen Shuai Su Xing-Hui Zhu Qijun Chen Rui Fan 73 6 0 18 Apr 2023
Motion-state Alignment for Video Semantic Segmentation Jinming Su Ruihong Yin Shuaibin Zhang Junfeng Luo 42 6 0 18 Apr 2023
AutoTaskFormer: Searching Vision Transformers for Multi-task Learning Yang Liu Shen Yan Yuge Zhang Kan Ren Quan Zhang Zebin Ren Deng Cai Mi Zhang ViT 60 0 0 18 Apr 2023
ProPanDL: A Modular Architecture for Uncertainty-Aware Panoptic Segmentation Jacob Deery Chang Won Lee Steven Waslander 56 2 0 17 Apr 2023
Intra-Batch Supervision for Panoptic Segmentation on High-Resolution Images Daan de Geus Gijs Dubbelman SSeg 52 6 0 17 Apr 2023
MMANet: Margin-aware Distillation and Modality-aware Regularization for Incomplete Multimodal Learning Shicai Wei Yang Luo Chunbo Luo 69 38 0 17 Apr 2023
An Instance Segmentation Dataset of Yeast Cells in Microstructures Christoph Reich Tim Prangemeier André O. Franccani Heinz Koeppl 120 4 0 15 Apr 2023
CoMaL: Conditional Maximum Likelihood Approach to Self-supervised Domain Adaptation in Long-tail Semantic Segmentation Thanh-Dat Truong C. Duong Pierce Helton Ashley Dowling Xin Li Khoa Luu 68 1 0 14 Apr 2023
Uncovering the Inner Workings of STEGO for Safe Unsupervised Semantic Segmentation Alexander Koenig Maximilian Schambach Johannes Otterbach 68 6 0 14 Apr 2023
CROVIA: Seeing Drone Scenes from Car Perspective via Cross-View Adaptation Thanh-Dat Truong C. Duong Ashley Dowling Son Lam Phung J. Cothren Khoa Luu 81 2 0 14 Apr 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 555 3,536 0 14 Apr 2023
The Second Monocular Depth Estimation Challenge Jaime Spencer Chao Qian Michaela Trescakova Chris Russell Simon Hadfield ... Guangkai Xu Wei Yin Jun Yu Qi Zhang Chaoqiang Zhao MDE 161 12 0 14 Apr 2023
Bitstream-Corrupted JPEG Images are Restorable: Two-stage Compensation and Alignment Framework for Image Restoration Wenyang Liu Yi Wang Kim-Hui Yap Lap-Pui Chau 59 9 0 14 Apr 2023
A Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services Dewant Katare Diego Perino J. Nurmi M. Warnier Marijn Janssen Aaron Yi Ding 132 40 0 13 Apr 2023
Survey on LiDAR Perception in Adverse Weather Conditions M. Dreissig Dominik Scheuble Florian Piewak Joschka Boedecker 89 32 0 13 Apr 2023
SPColor: Semantic Prior Guided Exemplar-based Image Colorization Si-Yu Chen Xueming Li Xianlin Zhang Mingdao Wang Yu Zhang Yue Zhang 103 2 0 13 Apr 2023
Few Shot Semantic Segmentation: a review of methodologies, benchmarks, and open challenges Nicolás Catalano Matteo Matteucci VLM 73 4 0 12 Apr 2023
Open-TransMind: A New Baseline and Benchmark for 1st Foundation Model Challenge of Intelligent Transportation Yifeng Shi Feng Lv Xinliang Wang Chunlong Xia Shaojie Li Shu-Zhen Yang Teng Xi Gang Zhang VLM 156 13 0 12 Apr 2023
Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search Alexandre Heuillet A. Nasser Hichem Arioui Hedi Tabia AI4CE 118 15 0 11 Apr 2023
PP-MobileSeg: Explore the Fast and Accurate Semantic Segmentation Model on Mobile Devices Shiyu Tang Ting Sun Juncai Peng Guowei Chen Yuying Hao Manhui Lin Z. Xiao Jiangbin You Yi Liu ViT 60 14 0 11 Apr 2023