Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
CLIP for Lightweight Semantic Segmentation	Ke Jin, Wankou Yang	2023	arxiv 2310.07394
Real-time Joint Object Detection and Semantic Segmentation Network for Automated Driving	Ganesh Sistu, Isabelle Leang, Senthil Yogamani	2019	arxiv 1901.03912
I Bet You Are Wrong: Gambling Adversarial Networks for Structured Semantic Segmentation	Laurens Samson, Nanne van Noord, Olaf Booij	2019	arxiv 1908.02711
MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation	Beoungwoo Kang, Seunghun Moon, Yubin Cho	2024	arxiv 2408.07576
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation	Lian Xu, Mohammed Bennamoun, Farid Boussaid	2024	arxiv 2403.01156
Lawin Transformer: Improving Semantic Segmentation Transformer with Multi-Scale Representations via Large Window Attention	Haotian Yan, Chuang Zhang, Ming Wu	2022	arxiv 2201.01615
Domain Adaptation in LiDAR Semantic Segmentation via Alternating Skip Connections and Hybrid Learning	Eduardo R. Corral-Soto, Mrigank Rochan, Yannis Y. He	2022	arxiv 2201.05585
PRSeg: A Lightweight Patch Rotate MLP Decoder for Semantic Segmentation	Yizhe Ma, Fangjian Lin, Sitong Wu	2023	arxiv 2305.00671
CGNet: A Light-weight Context Guided Network for Semantic Segmentation	Tianyi Wu, Sheng Tang, Rui Zhang	2018	arxiv 1811.08201
Analysis of LiDAR Configurations on Off-road Semantic Segmentation Performance	Jinhee Yu, Jingdao Chen, Lalitha Dabbiru	2023	arxiv 2306.16551
This is not what I imagined: Error Detection for Semantic Segmentation through Visual Dissimilarity	David Haldimann, Hermann Blum, Roland Siegwart	2019	arxiv 1909.00676
DLA-Net: Learning Dual Local Attention Features for Semantic Segmentation of Large-Scale Building Facade Point Clouds	Yanfei Su, Weiquan Liu, Zhimin Yuan	2021	arxiv 2106.00376
Multi-Domain Incremental Learning for Semantic Segmentation	Prachi Garg, Rohit Saluja, Vineeth N Balasubramanian	2021	arxiv 2110.12205
Few-shot semantic segmentation via mask aggregation	Wei Ao, Shunyi Zheng, Yan Meng	2022	arxiv 2202.07231
GOSS: Towards Generalized Open-set Semantic Segmentation	Jie Hong, Weihao Li, Junlin Han	2022	arxiv 2203.12116
GroupViT: Semantic Segmentation Emerges from Text Supervision	Jiarui Xu, Shalini De Mello, Sifei Liu	2022	arxiv 2202.11094
Context-Aware Domain Adaptation in Semantic Segmentation	Jinyu Yang, Weizhi An, Chaochao Yan	2020	arxiv 2003.04010
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation	Mengcheng Lan, Xinjiang Wang, Yiping Ke	2023	arxiv 2310.17874
TAG: Guidance-free Open-Vocabulary Semantic Segmentation	Yasufumi Kawano, Yoshimitsu Aoki	2024	arxiv 2403.11197
Off-Road LiDAR Intensity Based Semantic Segmentation	Kasi Viswanath, Peng Jiang, Sujit PB	2024	arxiv 2401.01439

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