Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Segmentation Network with Compound Loss Function for Hydatidiform Mole Hydrops Lesion Recognition	Chengze Zhu, Pingge Hu, Xianxu Zeng	2022	arxiv 2204.04956
Transframer: Arbitrary Frame Prediction with Generative Models	Charlie Nash, João Carreira, Jacob Walker	2022	arxiv 2203.09494
CosSGD: Communication-Efficient Federated Learning with a Simple Cosine-Based Quantization	Yang He, Hui-Po Wang, Maximilian Zenk	2020	arxiv 2012.08241
PVT: Point-Voxel Transformer for Point Cloud Learning	Cheng Zhang, Haocheng Wan, Xinyi Shen	2021	arxiv 2108.06076
Drastically Reducing the Number of Trainable Parameters in Deep CNNs by Inter-layer Kernel-sharing	Alireza Azadbakht, Saeed Reza Kheradpisheh, Ismail Khalfaoui-Hassani	2022	arxiv 2210.14151
A-Eye: Driving with the Eyes of AI for Corner Case Generation	Kamil Kowol, Stefan Bracke, Hanno Gottschalk	2022	arxiv 2202.10803
Impact of PolSAR pre-processing and balancing methods on complex-valued neural networks segmentation tasks	José Agustin Barrachina, Chengfang Ren, Christèle Morisseau	2022	arxiv 2210.17419
Synthetic Data for Semantic Image Segmentation of Imagery of Unmanned Spacecraft	William S. Armstrong, Spencer Drakontaidis, Nicholas Lui	2022	arxiv 2211.11941
ISIM: Iterative Self-Improved Model for Weakly Supervised Segmentation	Cenk Bircanoglu, Nafiz Arica	2022	arxiv 2211.12455
Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization	Stefan Stojanov, Anh Thai, Zixuan Huang	2022	arxiv 2211.15059
Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation	Feng Li, Hao Zhang, Huaizhe xu	2022	arxiv 2206.02777
Is Integer Arithmetic Enough for Deep Learning Training?	Alireza Ghaffari, Marzieh S. Tahaei, Mohammadreza Tayaranian	2022	arxiv 2207.08822
Adversarial Attacks on Monocular Pose Estimation	Hemang Chawla, Arnav Varma, Elahe Arani	2022	arxiv 2207.07032
Parsing Line Segments of Floor Plan Images Using Graph Neural Networks	Mingxiang Chen, Cihui Pan	2023	arxiv 2303.03851
Spherical Transformer for LiDAR-based 3D Recognition	Xin Lai, Yukang Chen, Fanbin Lu	2023	arxiv 2303.12766
Unsupervised Object Localization: Observing the Background to Discover Objects	Oriane Siméoni, Chloé Sekkat, Gilles Puy	2022	arxiv 2212.07834
Spatiotemporal Self-supervised Learning for Point Clouds in the Wild	Yanhao Wu, Tong Zhang, Wei Ke	2023	arxiv 2303.16235
FlexiViT: One Model for All Patch Sizes	Lucas Beyer, Pavel Izmailov, Alexander Kolesnikov	2022	arxiv 2212.08013
Dynamic Multimodal Fusion	Zihui Xue, Radu Marculescu	2022	arxiv 2204.00102
PointNorm: Dual Normalization is All You Need for Point Cloud Analysis	Shen Zheng, Jinqian Pan, Changjie Lu	2022	arxiv 2207.06324

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