Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
PointCAT: Cross-Attention Transformer for point cloud	Xincheng Yang, Mingze Jin, Weiji He	2023	arxiv 2304.03012
GeNAS: Neural Architecture Search with Better Generalization	Joonhyun Jeong, Joonsang Yu, Geondo Park	2023	arxiv 2305.08611
Learning to Prune Filters in Convolutional Neural Networks	Qiangui Huang, Kevin Zhou, Suya You	2018	arxiv 1801.07365
Improving the Segmentation of Anatomical Structures in Chest Radiographs using U-Net with an ImageNet Pre-trained Encoder	Maayan Frid-Adar, Avi Ben-Cohen, Rula Amer	2018	arxiv 1810.02113
Minimizing Supervision for Free-space Segmentation	Satoshi Tsutsui, Tommi Kerola, Shunta Saito	2017	arxiv 1711.05998
Learning Shape Templates with Structured Implicit Functions	Kyle Genova, Forrester Cole, Daniel Vlasic	2019	arxiv 1904.06447
Localizing Adverts in Outdoor Scenes	Soumyabrata Dev, Murhaf Hossari, Matthew Nicholson	2019	arxiv 1905.02106
Salient Building Outline Enhancement and Extraction Using Iterative L0 Smoothing and Line Enhancing	Cho-Ying Wu, Ulrich Neumann	2019	arxiv 1906.02426
Defending Against Universal Perturbations With Shared Adversarial Training	Chaithanya Kumar Mummadi, Thomas Brox, Jan Hendrik Metzen	2018	arxiv 1812.03705
Smart Hypothesis Generation for Efficient and Robust Room Layout Estimation	Martin Hirzer, Peter M. Roth, Vincent Lepetit	2019	arxiv 1910.12257
FDDWNet: A Lightweight Convolutional Neural Network for Real-time Sementic Segmentation	Jia Liu, Quan Zhou, Yong Qiang	2019	arxiv 1911.00632
Parting with Illusions about Deep Active Learning	Sudhanshu Mittal, Maxim Tatarchenko, Özgün Çiçek	2019	arxiv 1912.05361
3D-BEVIS: Bird's-Eye-View Instance Segmentation	Cathrin Elich, Francis Engelmann, Theodora Kontogianni	2019	arxiv 1904.02199
Mask Based Unsupervised Content Transfer	Ron Mokady, Sagie Benaim, Lior Wolf	2019	arxiv 1906.06558
Dynamic SLAM: The Need For Speed	Mina Henein, Jun Zhang, Robert Mahony	2020	arxiv 2002.08584
Semantically-Guided Representation Learning for Self-Supervised Monocular Depth	Vitor Guizilini, Rui Hou, Jie Li	2020	arxiv 2002.12319
Train, Learn, Expand, Repeat	Abhijeet Parida, Aadhithya Sankar, Rami Eisawy	2020	arxiv 2003.08469
Structured Knowledge Distillation for Dense Prediction	Yifan Liu, Changyong Shun, Jingdong Wang	2019	arxiv 1903.04197
Instance segmentation of buildings using keypoints	Qingyu Li, Lichao Mou, Yuansheng Hua	2020	arxiv 2006.03858
Improving Lesion Segmentation for Diabetic Retinopathy using Adversarial Learning	Qiqi Xiao, Jiaxu Zou, Muqiao Yang	2020	arxiv 2007.13854

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