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Papers for “semantic segmentation”

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

Title	Authors	Year	Source
SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor	Jiachen Xu, Jingyu Gong, Jie Zhou	2020	arxiv 2001.09087
A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images	Libo Wang, Rui Li, Chenxi Duan	2021	arxiv 2104.12137
Multi-scale Network with Attentional Multi-resolution Fusion for Point Cloud Semantic Segmentation	Yuyan Li, Ye Duan	2022	arxiv 2206.13628
Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation	Xiangrong Zhang, Zelin Peng, Peng Zhu	2021	arxiv 2108.01344
Deformable Convolution Based Road Scene Semantic Segmentation of Fisheye Images in Autonomous Driving	Anam Manzoor, Aryan Singh, Ganesh Sistu	2024	arxiv 2407.16647
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion	Shi Qiu, Saeed Anwar, Nick Barnes	2021	arxiv 2103.07074
An Adaptive Sampling Scheme to Efficiently Train Fully Convolutional Networks for Semantic Segmentation	Lorenz Berger, Eoin Hyde, M. Jorge Cardoso	2017	arxiv 1709.02764
Proximal Splitting Adversarial Attacks for Semantic Segmentation	Jérôme Rony, Jean-Christophe Pesquet, Ismail Ben Ayed	2022	arxiv 2206.07179
Learning Dense Convolutional Embeddings for Semantic Segmentation	Adam W. Harley, Konstantinos G. Derpanis, Iasonas Kokkinos	2015	arxiv 1511.04377
Soft Dice Confidence: A Near-Optimal Confidence Estimator for Selective Prediction in Semantic Segmentation	Bruno Laboissiere Camargos Borges, Bruno Machado Pacheco, Danilo Silva	2024	arxiv 2402.10665
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer	Sonal Kumar, Arijit Sur, Rashmi Dutta Baruah	2024	arxiv 2401.12820
Objectness-Aware Few-Shot Semantic Segmentation	Yinan Zhao, Brian Price, Scott Cohen	2020	arxiv 2004.02945
ShuffleSeg: Real-time Semantic Segmentation Network	Mostafa Gamal, Mennatullah Siam, Moemen Abdel-Razek	2018	arxiv 1803.03816
Adaptive Affinity Fields for Semantic Segmentation	Tsung-Wei Ke, Jyh-Jing Hwang, Ziwei Liu	2018	arxiv 1803.10335
Fast-SCNN: Fast Semantic Segmentation Network	Rudra P K Poudel, Stephan Liwicki, Roberto Cipolla	2019	arxiv 1902.04502
Print Defect Mapping with Semantic Segmentation	Augusto C. Valente, Cristina Wada, Deangela Neves	2020	arxiv 2001.10111
Extrinsic Camera Calibration with Semantic Segmentation	Alexander Tsaregorodtsev, Johannes Müller, Jan Strohbeck	2022	arxiv 2208.03949
Improving Semantic Segmentation via Self-Training	Yi Zhu, Zhongyue Zhang, Chongruo Wu	2020	arxiv 2004.14960
Global Deconvolutional Networks for Semantic Segmentation	Vladimir Nekrasov, Janghoon Ju, Jaesik Choi	2016	arxiv 1602.03930
Bayesian Active Learning for Semantic Segmentation	Sima Didari, Wenjun Hu, Jae Oh Woo	2024	arxiv 2408.01694

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