Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Efficient assessment of window views in high-rise, high-density urban areas using 3D color City Information Models	Maosu Li, Fan Xue, Anthony G.O. Yeh	2023	arxiv 2308.12909
ZiCo-BC: A Bias Corrected Zero-Shot NAS for Vision Tasks	Kartikeya Bhardwaj, Hsin-Pai Cheng, Sweta Priyadarshi	2023	arxiv 2309.14666
Semantics-Guided Moving Object Segmentation with 3D LiDAR	Shuo Gu, Suling Yao, Jian Yang	2022	arxiv 2205.03186
Token Cropr: Faster ViTs for Quite a Few Tasks	Benjamin Bergner, Christoph Lippert, Aravindh Mahendran	2024	arxiv 2412.00965
Learning color space adaptation from synthetic to real images of cirrus clouds	Qing Lyu, Minghao Chen, Xiang Chen	2018	arxiv 1810.10286
Dense open-set recognition with synthetic outliers generated by Real NVP	Matej Grcić, Petra Bevandić, Siniša Šegvić	2020	arxiv 2011.11094
Rethinking Learnable Tree Filter for Generic Feature Transform	Lin Song, Yanwei Li, Zhengkai Jiang	2020	arxiv 2012.03482
Self-supervised Learning with Fully Convolutional Networks	Zhengeng Yang, Hongshan Yu, Yong He	2020	arxiv 2012.10017
Cross-View Regularization for Domain Adaptive Panoptic Segmentation	Jiaxing Huang, Dayan Guan, Aoran Xiao	2021	arxiv 2103.02584
Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation	Ryuhei Hamaguchi, Yasutaka Furukawa, Masaki Onishi	2021	arxiv 2104.11176
TreeScope: An Agricultural Robotics Dataset for LiDAR-Based Mapping of Trees in Forests and Orchards	Derek Cheng, Fernando Cladera Ojeda, Ankit Prabhu	2023	arxiv 2310.02162
Label-efficient Segmentation via Affinity Propagation	Wentong Li, Yuqian Yuan, Song Wang	2023	arxiv 2310.10533
Lifting GIS Maps into Strong Geometric Context for Scene Understanding	Raúl Díaz, Minhaeng Lee, Jochen Schubert	2015	arxiv 1507.03698
Convolutional Feature Masking for Joint Object and Stuff Segmentation	Jifeng Dai, Kaiming He, Jian Sun	2014	arxiv 1412.1283
No More Discrimination: Cross City Adaptation of Road Scene Segmenters	Yi-Hsin Chen, Wei-Yu Chen, Yu-Ting Chen	2017	arxiv 1704.08509
Two-Phase Learning for Weakly Supervised Object Localization	Dahun Kim, Donghyeon Cho, Donggeun Yoo	2017	arxiv 1708.02108
Illuminating Pedestrians via Simultaneous Detection & Segmentation	Garrick Brazil, Xi Yin, Xiaoming Liu	2017	arxiv 1706.08564
On Regularized Losses for Weakly-supervised CNN Segmentation	Meng Tang, Federico Perazzi, Abdelaziz Djelouah	2018	arxiv 1803.09569
Pixel-level Semantics Guided Image Colorization	Jiaojiao Zhao, Li Liu, Cees G.M. Snoek	2018	arxiv 1808.01597
Exploiting Semantics in Adversarial Training for Image-Level Domain Adaptation	Pierluigi Zama Ramirez, Alessio Tonioni, Luigi Di Stefano	2018	arxiv 1810.05852

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