Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Downstream Task Inspired Underwater Image Enhancement: A Perception-Aware Study from Dataset Construction to Network Design	Bosen Lin, Feng Gao, Yanwei Yu	2026	arxiv 2603.01767
ModuSeg: Decoupling Object Discovery and Semantic Retrieval for Training-Free Weakly Supervised Segmentation	Qingze He, Fagui Liu, Dengke Zhang	2026	arxiv 2604.07021
ForestSim: A Synthetic Benchmark for Intelligent Vehicle Perception in Unstructured Forest Environments	Pragat Wagle, Zheng Chen, Lantao Liu	2026	arxiv 2603.27923
Masked Representation Modeling for Domain-Adaptive Segmentation	Wenlve Zhou, Zhiheng Zhou, Tiantao Xian	2025	arxiv 2509.13801
Efficient RGB-D Scene Understanding via Multi-task Adaptive Learning and Cross-dimensional Feature Guidance	Guodong Sun, Junjie Liu, Gaoyang Zhang	2026	arxiv 2603.07570
A2D2: Audi Autonomous Driving Dataset	Jakob Geyer, Yohannes Kassahun, Mentar Mahmudi	2020	arxiv 2004.06320
Entropy-Centric Explainable AI for Remote Sensing Image Segmentation	Ali Saleh, Abdul Karim Gizzini, Mohamad Ghassany	2026	arxiv 2608.11064
ChoiceNet: CNN learning through choice of multiple feature map representations	Farshid Rayhan, Aphrodite Galata, Timothy F. Cootes	2019	arxiv 1904.09472
Key Patch Proposer: Key Patches Contain Rich Information	Jing Xu, Beiwen Tian, Hao Zhao	2024	arxiv 2402.11458
Label Efficient Visual Abstractions for Autonomous Driving	Aseem Behl, Kashyap Chitta, Aditya Prakash	2020	arxiv 2005.10091
Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation	Lin Wang, Yujeong Chae, Kuk-Jin Yoon	2021	arxiv 2109.01801
AF$_2$: Adaptive Focus Framework for Aerial Imagery Segmentation	Lin Huang, Qiyuan Dong, Lijun Wu	2022	arxiv 2202.10322
Embedding Earth: Self-supervised contrastive pre-training for dense land cover classification	Michail Tarasiou, Stefanos Zafeiriou	2022	arxiv 2203.06041
Real-time Hyperspectral Imaging in Hardware via Trained Metasurface Encoders	Maksim Makarenko, Arturo Burguete-Lopez, Qizhou Wang	2022	arxiv 2204.02084
ViewCo: Discovering Text-Supervised Segmentation Masks via Multi-View Semantic Consistency	Pengzhen Ren, Changlin Li, Hang Xu	2023	arxiv 2302.10307
Full Point Encoding for Local Feature Aggregation in 3D Point Clouds	Yong He, Hongshan Yu, Zhengeng Yang	2023	arxiv 2303.04458
Modality-Agnostic Debiasing for Single Domain Generalization	Sanqing Qu, Yingwei Pan, Guang Chen	2023	arxiv 2303.07123
Intra-Source Style Augmentation for Improved Domain Generalization	Yumeng Li, Dan Zhang, Margret Keuper	2022	arxiv 2210.10175
Global Context Vision Transformers	Ali Hatamizadeh, Hongxu Yin, Greg Heinrich	2022	arxiv 2206.09959
Joint Stem Detection and Crop-Weed Classification for Plant-specific Treatment in Precision Farming	Philipp Lottes, Jens Behley, Nived Chebrolu	2018	arxiv 1806.03413

Search results