Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
CO2Wounds-V2: Extended Chronic Wounds Dataset From Leprosy Patients	Karen Sanchez, Carlos Hinojosa, Olinto Mieles	2024	arxiv 2408.10827
OpenNav: Efficient Open Vocabulary 3D Object Detection for Smart Wheelchair Navigation	Muhammad Rameez ur Rahman, Piero Simonetto, Anna Polato	2024	arxiv 2408.13936
Unsupervised Point Cloud Pre-Training via Occlusion Completion	Hanchen Wang, Qi Liu, Xiangyu Yue	2020	arxiv 2010.01089
HRFormer: High-Resolution Transformer for Dense Prediction	Yuhui Yuan, Rao Fu, Lang Huang	2021	arxiv 2110.09408
Deep Learning Based Brain Tumor Segmentation: A Survey	Zhihua Liu, Lei Tong, Zheheng Jiang	2020	arxiv 2007.09479
Semantically Consistent Image-to-Image Translation for Unsupervised Domain Adaptation	Stephan Brehm, Sebastian Scherer, Rainer Lienhart	2021	arxiv 2111.03522
Uncertainty evaluation of segmentation models for Earth observation	Melanie Rey, Andriy Mnih, Maxim Neumann	2025	arxiv 2510.19586
Semantics-Guided Generative Image Compression	Cheng-Lin Wu, Hyomin Choi, Ivan V. Bajić	2025	arxiv 2505.24015
Scaling Up Quantization-Aware Neural Architecture Search for Efficient Deep Learning on the Edge	Yao Lu, Hiram Rayo Torres Rodriguez, Sebastian Vogel	2024	arxiv 2401.12350
TMBuD: A dataset for urban scene building detection	Orhei Ciprian, Vert Silviu, Mocofan Muguras	2021	arxiv 2110.14590
Evaluating a GAN for enhancing camera simulation for robotics	Asher Elmquist, Radu Serban, Dan Negrut	2022	arxiv 2209.06710
Lightweight Alpha Matting Network Using Distillation-Based Channel Pruning	Donggeun Yoon, Jinsun Park, Donghyeon Cho	2022	arxiv 2210.07760
ViCE: Improving Dense Representation Learning by Superpixelization and Contrasting Cluster Assignment	Robin Karlsson, Tomoki Hayashi, Keisuke Fujii	2021	arxiv 2111.12460
Latent Discriminant deterministic Uncertainty	Gianni Franchi, Xuanlong Yu, Andrei Bursuc	2022	arxiv 2207.10130
Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements	Franz Thaler, Christian Payer, Horst Bischof	2021	arxiv 2111.13630
Sketch2code: Generating a website from a paper mockup	Alex Robinson	2019	arxiv 1905.13750
Interactive Deep Refinement Network for Medical Image Segmentation	Titinunt Kitrungrotsakul, Iwamoto Yutaro, Lanfen Lin	2020	arxiv 2006.15320
Cross-modal and Cross-domain Knowledge Transfer for Label-free 3D Segmentation	Jingyu Zhang, Huitong Yang, Dai-Jie Wu	2023	arxiv 2309.10649
HOI4D: A 4D Egocentric Dataset for Category-Level Human-Object Interaction	Yunze Liu, Yun Liu, Che Jiang	2022	arxiv 2203.01577
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model	Zihan Zhong, Zhiqiang Tang, Tong He	2024	arxiv 2401.17868

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