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
Compression-aware Training of Neural Networks using Frank-Wolfe Max Zimmer Christoph Spiegel Sebastian Pokutta 97 11 0 24 May 2022
Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation Zixian Su Kai Yao Xi Yang Qiufeng Wang Yuyao Yan Jie Sun Kaizhu Huang 52 4 0 24 May 2022
Improving Shape Awareness and Interpretability in Deep Networks Using Geometric Moments Rajhans Singh Ankita Shukla Pavan Turaga 93 7 0 24 May 2022
Decoder Denoising Pretraining for Semantic Segmentation Emmanuel B. Asiedu Simon Kornblith Ting Chen Niki Parmar Matthias Minderer Mohammad Norouzi AI4CE 266 27 0 23 May 2022
On the Feasibility and Generality of Patch-based Adversarial Attacks on Semantic Segmentation Problems Soma Kontár A. Horváth AAML 69 1 0 21 May 2022
UCC: Uncertainty guided Cross-head Co-training for Semi-Supervised Semantic Segmentation Jiashuo Fan Bin-Bin Gao Huan Jin Lihui Jiang 113 64 0 20 May 2022
Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors Ravid Shwartz-Ziv Micah Goldblum Hossein Souri Sanyam Kapoor Chen Zhu Yann LeCun A. Wilson UQCV BDL 131 43 0 20 May 2022
Kernel Normalized Convolutional Networks Reza Nasirigerdeh Reihaneh Torkzadehmahani Daniel Rueckert Georgios Kaissis 52 2 0 20 May 2022
Self-Supervised Depth Estimation with Isometric-Self-Sample-Based Learning Geonho Cha Hoyong Jang Dongyoon Wee 57 1 0 20 May 2022
HCFormer: Unified Image Segmentation with Hierarchical Clustering Teppei Suzuki 95 1 0 20 May 2022
MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation Vikram S. Voleti Alexia Jolicoeur-Martineau Christopher Pal DiffM VGen 159 309 0 19 May 2022
Improving Multi-Task Generalization via Regularizing Spurious Correlation Ziniu Hu Zhe Zhao Xinyang Yi Tiansheng Yao Lichan Hong Yizhou Sun Ed H. Chi OOD LRM 144 30 0 19 May 2022
Positional Information is All You Need: A Novel Pipeline for Self-Supervised SVDE from Videos J. P. Bello Jaeho Moon Munchurl Kim 3DPC 83 5 0 18 May 2022
Learning Monocular Depth Estimation via Selective Distillation of Stereo Knowledge Kyeongseob Song Kuk-Jin Yoon MDE 44 6 0 18 May 2022
Vision Transformer Adapter for Dense Predictions Zhe Chen Yuchen Duan Wenhai Wang Junjun He Tong Lu Jifeng Dai Yu Qiao 182 572 0 17 May 2022
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi 122 168 0 16 May 2022
Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml Nicolò Ghielmetti Vladimir Loncar M. Pierini Marcel Roed S. Summers ... Christoffer Petersson Hampus Linander J. Ngadiuba Kelvin Lin Philip C. Harris SSeg 123 22 0 16 May 2022
SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization Yuhta Takida Takashi Shibuya Wei-Hsiang Liao Chieh-Hsin Lai Junki Ohmura Toshimitsu Uesaka Naoki Murata Shusuke Takahashi Toshiyuki Kumakura Yuki Mitsufuji BDL 87 67 0 16 May 2022
An Architecture for the detection of GAN-generated Flood Images with Localization Capabilities Jun Wang Omran Alamayreh B. Tondi Mauro Barni AI4CE 62 2 0 14 May 2022
Transformer Scale Gate for Semantic Segmentation Hengcan Shi Munawar Hayat Jianfei Cai ViT 92 24 0 14 May 2022
A Saliency-Guided Street View Image Inpainting Framework for Efficient Last-Meters Wayfinding Chuanbo Hu Shan Jia Fan Zhang Xin Li 100 8 0 14 May 2022
STDC-MA Network for Semantic Segmentation Xiaochun Lei Linjun Lu Zetao Jiang Zhaoting Gong Chang Lu Jiaming Liang 40 2 0 10 May 2022
High-Resolution UAV Image Generation for Sorghum Panicle Detection Enyu Cai Zhankun Luo Sriram Baireddy Jiaqi Guo Changye Yang Edward J. Delp 53 2 0 08 May 2022
Distilling Inter-Class Distance for Semantic Segmentation Zheng Zhang Chunluan Zhou Zhigang Tu VLM 117 26 0 07 May 2022
Revisiting Pretraining for Semi-Supervised Learning in the Low-Label Regime Xun Xu Jingyi Liao Lile Cai M. Nguyen Kangkang Lu Wanyue Zhang Yasin Yazici Chuan-Sheng Foo 133 6 0 06 May 2022
Scene Graph Expansion for Semantics-Guided Image Outpainting Chiao-An Yang C. Tan Wanshu Fan Cheng Yang Meng-Lin Wu Yu-Chiang Frank Wang 97 18 0 05 May 2022
Attention-based Knowledge Distillation in Multi-attention Tasks: The Impact of a DCT-driven Loss Alejandro López-Cifuentes Marcos Escudero-Viñolo Jesús Bescós Juan C. Sanmiguel 68 1 0 04 May 2022
FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation Jeffry Wicaksana Zengqiang Yan Dong Zhang Xijie Huang Huimin Wu Xin Yang Kwang-Ting Cheng FedML 85 53 0 04 May 2022
TartanDrive: A Large-Scale Dataset for Learning Off-Road Dynamics Models S. Triest Matthew Sivaprakasam Sean J. Wang Wenshan Wang Aaron M. Johnson Sebastian Scherer 137 57 0 03 May 2022
License Plate Privacy in Collaborative Visual Analysis of Traffic Scenes Saeed Ranjbar Alvar Korcan Uyanik Ivan V. Bajić 101 4 0 03 May 2022
MTTrans: Cross-Domain Object Detection with Mean-Teacher Transformer Jinze Yu Jiaming Liu Xi Wei Haoyi Zhou Yohei Nakata Denis A. Gudovskiy Tomoyuki Okuno Jianxin Li Kurt Keutzer Shanghang Zhang ViT 50 51 0 03 May 2022
Masked Generative Distillation Zhendong Yang Zhe Li Mingqi Shao Dachuan Shi Zehuan Yuan Chun Yuan FedML 98 183 0 03 May 2022
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning Mingle Xu Sook Yoon A. Fuentes D. Park VLM 128 432 0 03 May 2022
Multimodal Detection of Unknown Objects on Roads for Autonomous Driving Daniel Bogdoll Enrico Eisen Maximilian Nitsche Christin Scheib J. Marius Zöllner 105 12 0 03 May 2022
Outdoor Monocular Depth Estimation: A Research Review Pulkit Vyas Chirag Saxena Anwesh Badapanda Anurag Goswami MDE 108 15 0 03 May 2022
Cross Domain Object Detection by Target-Perceived Dual Branch Distillation Meng He Yali Wang Jiaxi Wu Yiru Wang Hanqing Li Yue Liu Weihao Gan Wei Wu Yu Qiao 108 72 0 03 May 2022
Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic Segmentation Huan-ang Gao Jichang Guo Guoli Wang Qian Zhang 103 63 0 02 May 2022
Efficient Accelerator for Dilated and Transposed Convolution with Decomposition Kuo-Wei Chang Tian-Sheuan Chang 54 16 0 02 May 2022
LayoutBERT: Masked Language Layout Model for Object Insertion Kerem Turgutlu Sanatan Sharma J. Kumar VLM DiffM 126 2 0 30 Apr 2022
Source Domain Subset Sampling for Semi-Supervised Domain Adaptation in Semantic Segmentation Daehan Kim Min-seok Seo Jinsun Park Dong-Geol Choi TTA 139 3 0 30 Apr 2022
Elucidating Meta-Structures of Noisy Labels in Semantic Segmentation by Deep Neural Networks Yaoru Luo Guo-Shuai Liu Yuanhao Guo Ge Yang NoLa 77 1 0 30 Apr 2022
Improving Transferability for Domain Adaptive Detection Transformers Kaixiong Gong Shuang Li Shugang Li Rui Zhang Chi Harold Liu Qiang Chen 135 36 0 29 Apr 2022
Depth Estimation with Simplified Transformer John Yang Le An Anurag Dixit Jinkyu Koo Su Inn Park MDE 79 21 0 28 Apr 2022
Representation Recycling for Streaming Video Analysis Can Ufuk Ertenli R. G. Cinbis Emre Akbas 102 1 0 28 Apr 2022
Region-level Contrastive and Consistency Learning for Semi-Supervised Semantic Segmentation Jianrong Zhang Tianyi Wu Chuan-Yong Ding Hongwei Zhao Guodong Guo ISeg 122 15 0 28 Apr 2022
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool 93 235 0 27 Apr 2022
Self-Supervised Learning of Object Parts for Semantic Segmentation A. Ziegler Yuki M. Asano SSL OCL 121 103 0 27 Apr 2022
Dataset for Robust and Accurate Leading Vehicle Velocity Recognition Genya Ogawa T. Saito Noriyuki Aoi 40 0 0 27 Apr 2022
Mapping suburban bicycle lanes using street scene images and deep learning Tyler M. Saxton 45 2 0 27 Apr 2022
ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer Shahaf Ettedgui Shady Abu Hussein Raja Giryes 67 16 0 25 Apr 2022