SOTA2 Research · papers

Papers for “semantic segmentation”

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

Search results

20 indexed

Title	Authors	Year	Source
Capturing Omni-Range Context for Omnidirectional Segmentation	Kailun Yang, Jiaming Zhang, Simon Rei\ss	2021	arxiv 2103.05687
Surgical Anatomy Recognition with Context Learning using Foundation Representations	Ronald L. P. D. de Jong, Tim J. M. Jaspers, Raf A. H. Vervoort	2026	arxiv 2606.22124
EAPFusion: Intrinsic Evolving Auxiliary Prior Guidance for Infrared and Visible Image Fusion	Zhenyu Sun, Luobin Zhang, Axi Niu	2026	arxiv 2605.01916
Soft Masked Transformer for Point Cloud Processing with Skip Attention-Based Upsampling	Yong He, Hongshan Yu, Chaoxu Mu	2024	arxiv 2403.14124
Human-in-the-Loop Segmentation of Multi-species Coral Imagery	Scarlett Raine, Ross Marchant, Brano Kusy	2024	arxiv 2404.09406
Component Segmentation of Engineering Drawings Using Graph Convolutional Networks	Wentai Zhang, Joe Joseph, Yue Yin	2022	arxiv 2212.00290
LiFR-Seg: Anytime High-Frame-Rate Segmentation via Event-Guided Propagation	Xiaoshan Wu, Xiaoyang Lyu, Yifei Yu	2026	arxiv 2603.21115
When Token Compression Breaks: Structural Pruning vs. Token Reduction for Robust ViT Segmentation under High Compression	Tien-Phat Nguyen, Ngai-Man Cheung	2026	arxiv 2607.02237
TraceCLIP: Recovering Local Semantics from Patch-to-CLS Contributions	Xinran Liu, Shouqian Shi, Yutong Chen	2026	arxiv 2607.26107
Attention-Enhanced Prototypical Learning for Few-Shot Infrastructure Defect Segmentation	Christina Thrainer, Md Meftahul Ferdaus, Mahdi Abdelguerfi

LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks	Truong Thanh Hung Nguyen, Tobias Clement, Phuc Truong Loc Nguyen	2024	arxiv 2402.12525