Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
MSP : Refine Boundary Segmentation via Multiscale Superpixel	Jie Zhu, Huabin Huang, Banghuai Li	2021	arxiv 2112.01746
Single Image Depth Estimation: An Overview	Alican Mertan, Damien Jade Duff, Gozde Unal	2021	arxiv 2104.06456
Neural Architecture Search for Dense Prediction Tasks in Computer Vision	Thomas Elsken, Arber Zela, Jan Hendrik Metzen	2022	arxiv 2202.07242
Exploring Set Similarity for Dense Self-supervised Representation Learning	Zhaoqing Wang, Qiang Li, Guoxin Zhang	2021	arxiv 2107.08712
A deep learning pipeline for breast cancer ki-67 proliferation index scoring	Khaled Benaggoune, Zeina Al Masry, Jian Ma	2022	arxiv 2203.07452
TeachAugment: Data Augmentation Optimization Using Teacher Knowledge	Teppei Suzuki	2022	arxiv 2202.12513
FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation	Sohyun Lee, Taeyoung Son, Suha Kwak	2022	arxiv 2204.01587
ASSET: Autoregressive Semantic Scene Editing with Transformers at High Resolutions	Difan Liu, Sandesh Shetty, Tobias Hinz	2022	arxiv 2205.12231
Understanding The Robustness in Vision Transformers	Daquan Zhou, Zhiding Yu, Enze Xie	2022	arxiv 2204.12451
3D-QueryIS: A Query-based Framework for 3D Instance Segmentation	Jiaheng Liu, Tong He, Honghui Yang	2022	arxiv 2211.09375
Domain Translation via Latent Space Mapping	Tsiry Mayet, Simon Bernard, Clement Chatelain	2022	arxiv 2212.03361
Fully Complex-valued Fully Convolutional Multi-feature Fusion Network (FC2MFN) for Building Segmentation of InSAR images	Aniruddh Sikdar, Sumanth Udupa, Suresh Sundaram	2022	arxiv 2212.07084
Self-Supervised Pre-training of 3D Point Cloud Networks with Image Data	Andrej Janda, Brandon Wagstaff, Edwin G. Ng	2022	arxiv 2211.11801
Explaining Deep Models through Forgettable Learning Dynamics	Ryan Benkert, Oluwaseun Joseph Aribido, Ghassan AlRegib	2023	arxiv 2301.04221
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery	Yezhen Cong, Samar Khanna, Chenlin Meng	2022	arxiv 2207.08051
Adaptive Texture Filtering for Single-Domain Generalized Segmentation	Xinhui Li, Mingjia Li, Yaxing Wang	2023	arxiv 2303.02943
Joint Learning of Localized Representations from Medical Images and Reports	Philip Müller, Georgios Kaissis, Congyu Zou	2021	arxiv 2112.02889
Corrupted Image Modeling for Self-Supervised Visual Pre-Training	Yuxin Fang, Li Dong, Hangbo Bao	2022	arxiv 2202.03382
Multi-view Inverse Rendering for Large-scale Real-world Indoor Scenes	Zhen Li, Lingli Wang, Mofang Cheng	2022	arxiv 2211.10206
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm	Yichen Xie, Han Lu, Junchi Yan	2023	arxiv 2303.14382

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