Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Primitive Generation and Semantic-related Alignment for Universal Zero-Shot Segmentation	Shuting He, Henghui Ding, Wei Jiang	2023	arxiv 2306.11087
OVGaussian: Generalizable 3D Gaussian Segmentation with Open Vocabularies	Runnan Chen, Xiangyu Sun, Zhaoqing Wang	2024	arxiv 2501.00326
FogROS2-FT: Fault Tolerant Cloud Robotics	Kaiyuan Chen, Kush Hari, Trinity Chung	2024	arxiv 2412.05408
Scaling up self-supervised learning for improved surgical foundation models	Tim J.M. Jaspers, Ronald L.P.D. de Jong, Yiping Li	2025	arxiv 2501.09436
Aligning Instance-Semantic Sparse Representation towards Unsupervised Object Segmentation and Shape Abstraction with Repeatable Primitives	Jiaxin Li, Hongxing Wang, Jiawei Tan	2025	arxiv 2503.06947
Unifying Instance and Panoptic Segmentation with Dynamic Rank-1 Convolutions	Hao Chen, Chunhua Shen, Zhi Tian	2020	arxiv 2011.09796
FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding	Maryam Rahnemoonfar, Tashnim Chowdhury, Argho Sarkar	2020	arxiv 2012.02951
Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation	Christos Sakaridis, Dengxin Dai, Luc Van Gool	2020	arxiv 2005.14553
A Multi-task Framework for Infrared Small Target Detection and Segmentation	Yuhang Chen, Liyuan Li, Xin Liu	2022	arxiv 2206.06923
QuadFormer: Quadruple Transformer for Unsupervised Domain Adaptation in Power Line Segmentation of Aerial Images	Pratyaksh Prabhav Rao, Feng Qiao, Weide Zhang	2022	arxiv 2211.16988
Automatic Generation of Semantic Parts for Face Image Synthesis	Tomaso Fontanini, Claudio Ferrari, Massimo Bertozzi	2023	arxiv 2307.05317
Ammonia-Net: A Multi-task Joint Learning Model for Multi-class Segmentation and Classification in Tooth-marked Tongue Diagnosis	Shunkai Shi, Yuqi Wang, Qihui Ye	2023	arxiv 2310.03472
Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation	Qi Bi, Shaodi You, Theo Gevers	2023	arxiv 2307.00371
X4D-SceneFormer: Enhanced Scene Understanding on 4D Point Cloud Videos through Cross-modal Knowledge Transfer	Linglin Jing, Ying Xue, Xu Yan	2023	arxiv 2312.07378
DFGET: Displacement-Field Assisted Graph Energy Transmitter for Gland Instance Segmentation	Caiqing Jian, Yongbin Qin, Lihui Wang	2023	arxiv 2312.07584
STFCN: Spatio-Temporal FCN for Semantic Video Segmentation	Mohsen Fayyaz, Mohammad Hajizadeh Saffar, Mohammad Sabokrou	2016	arxiv 1608.05971
Be Your Own Prada: Fashion Synthesis with Structural Coherence	Shizhan Zhu, Sanja Fidler, Raquel Urtasun	2017	arxiv 1710.07346
Convolutional Gated Recurrent Networks for Video Segmentation	Mennatullah Siam, Sepehr Valipour, Martin Jagersand	2016	arxiv 1611.05435
A Projected Gradient Descent Method for CRF Inference allowing End-To-End Training of Arbitrary Pairwise Potentials	M\aans Larsson, Anurag Arnab, Fredrik Kahl	2017	arxiv 1701.06805
Sem-GAN: Semantically-Consistent Image-to-Image Translation	Anoop Cherian, Alan Sullivan	2018	arxiv 1807.04409

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