Research

Papers for “semantic segmentation”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Confidence Regularized Self-Training	Yang Zou, Zhiding Yu, Xiaofeng Liu	2019	arxiv 1908.09822
Rethinking Normalization and Elimination Singularity in Neural Networks	Siyuan Qiao, Huiyu Wang, Chenxi Liu	2019	arxiv 1911.09738
Towards Leveraging End-of-Life Tools as an Asset: Value Co-Creation based on Deep Learning in the Machining Industry	Jannis Walk, Niklas Kühl, Jonathan Schäfer	2020	arxiv 2008.01053
Shape Consistent 2D Keypoint Estimation under Domain Shift	Levi O. Vasconcelos, Massimiliano Mancini, Davide Boscaini	2020	arxiv 2008.01589
GeoLayout: Geometry Driven Room Layout Estimation Based on Depth Maps of Planes	Weidong Zhang, Wei Zhang, Yinda Zhang	2020	arxiv 2008.06286
Representative Graph Neural Network	Changqian Yu, Yifan Liu, Changxin Gao	2020	arxiv 2008.05202
CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation	Jiahua Dong, Yang Cong, Gan Sun	2020	arxiv 2008.10464
Disentangled Non-Local Neural Networks	Minghao Yin, Zhuliang Yao, Yue Cao	2020	arxiv 2006.06668
Single-Shot Panoptic Segmentation	Mark Weber, Jonathon Luiten, Bastian Leibe	2019	arxiv 1911.00764
Risk-Aware Planning and Assignment for Ground Vehicles using Uncertain Perception from Aerial Vehicles	Vishnu D. Sharma, Maymoonah Toubeh, Lifeng Zhou	2020	arxiv 2003.11675
Angular Luminance for Material Segmentation	Jia Xue, Matthew Purri, Kristin Dana	2020	arxiv 2009.10825
Vec2Instance: Parameterization for Deep Instance Segmentation	N. Lakmal Deshapriya, Matthew N. Dailey, Manzul Kumar Hazarika	2020	arxiv 2010.02725
Coherent Loss: A Generic Framework for Stable Video Segmentation	Mingyang Qian, Yi Fu, Xiao Tan	2020	arxiv 2010.13085
Pyramid Point: A Multi-Level Focusing Network for Revisiting Feature Layers	Nina Varney, Vijayan K. Asari, Quinn Graehling	2020	arxiv 2011.08692
Bridging Scene Understanding and Task Execution with Flexible Simulation Environments	Zachary Ravichandran, J. Daniel Griffith, Benjamin Smith	2020	arxiv 2011.10452
Image Inpainting Guided by Coherence Priors of Semantics and Textures	Liang Liao, Jing Xiao, Zheng Wang	2020	arxiv 2012.08054
DEGAS: Differentiable Efficient Generator Search	Sivan Doveh, Raja Giryes	2019	arxiv 1912.00606
Hausdorff Point Convolution with Geometric Priors	Pengdi Huang, Liqiang Lin, Fuyou Xue	2020	arxiv 2012.13118
Fast Object Classification and Meaningful Data Representation of Segmented Lidar Instances	Lukas Hahn, Frederik Hasecke, Anton Kummert	2020	arxiv 2006.10011
Energy-constrained Self-training for Unsupervised Domain Adaptation	Xiaofeng Liu, Bo Hu, Xiongchang Liu	2021	arxiv 2101.00316

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