Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
DiffSeg30k: A Multi-Turn Diffusion Editing Benchmark for Localized AIGC Detection	Hai Ci, Ziheng Peng, Pei Yang	2025	arxiv 2511.19111
A Hybrid Semantic-Geometric Approach for Clutter-Resistant Floorplan Generation from Building Point Clouds	Seongyong Kim, Yosuke Yajima, Jisoo Park	2023	arxiv 2305.15420
DynAlign: Unsupervised Dynamic Taxonomy Alignment for Cross-Domain Segmentation	Han Sun, Rui Gong, Ismail Nejjar	2025	arxiv 2501.16410
Implicit and Explicit Language Guidance for Diffusion-based Visual Perception	Hefeng Wang, Jiale Cao, Jin Xie	2024	arxiv 2404.07600
Inter- and Intra-image Refinement for Few Shot Segmentation	Ourui Fu, Hangzhou He, Kaiwen Li	2025	arxiv 2507.05838
VFMF: World Modeling by Forecasting Vision Foundation Model Features	Gabrijel Boduljak, Yushi Lan, Christian Rupprecht	2025	arxiv 2512.11225
EarthVL: A Progressive Earth Vision-Language Understanding and Generation Framework	Junjue Wang, Yanfei Zhong, Zihang Chen	2026	arxiv 2601.02783
SGMA: Semantic-Guided Modality-Aware Segmentation for Remote Sensing with Incomplete Multimodal Data	Lekang Wen, Liang Liao, Jing Xiao	2026	arxiv 2603.02505
ActiveSAM: Image-Conditional Class Pruning for Fast and Accurate Open-Vocabulary Segmentation	Tran Dinh Tien, Zhiqiang Shen	2026	arxiv 2606.16996
DPNeXt: A Lightweight Multi-Scale Feature Fusion Framework for Efficient ViT-Based Multi-Task Dense Prediction	Jehun Kang, Jungha Wang, Youngjun Hwang	2026	arxiv 2607.16012
5th Place Solution for VSPW 2021 Challenge	Jiafan Zhuang, Yixin Zhang, Xinyu Hu	2021	arxiv 2112.06379
Deep Monocular Hazard Detection for Safe Small Body Landing	Travis Driver, Kento Tomita, Koki Ho	2023	arxiv 2301.13254
Super-resolved multi-temporal segmentation with deep permutation-invariant networks	Diego Valsesia, Enrico Magli	2022	arxiv 2204.02631
Transferability limitations for Covid 3D Localization Using SARS-CoV-2 segmentation models in 4D CT images	Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos	2022	arxiv 2208.08343
CRIS: Collaborative Refinement Integrated with Segmentation for Polyp Segmentation	Ankush Gajanan Arudkar, Bernard J.E. Evans	2024	arxiv 2405.19672
ARCH2S: Dataset, Benchmark and Challenges for Learning Exterior Architectural Structures from Point Clouds	Ka Lung Cheung, Chi Chung Lee	2024	arxiv 2406.01337
SAIP-Net: Enhancing Remote Sensing Image Segmentation via Spectral Adaptive Information Propagation	Zhongtao Wang, Xizhe Cao, Yisong Chen	2025	arxiv 2504.16564
Evaluation of deep learning-based myocardial infarction quantification using Segment CMR software	Olivier Rukundo	2020	arxiv 2012.09070
Combining Multi-level Contexts of Superpixel using Convolutional Neural Networks to perform Natural Scene Labeling	Aritra Das, Swarnendu Ghosh, Ritesh Sarkhel	2018	arxiv 1803.05200
Primitive Simultaneous Optimization of Similarity Metrics for Image Registration	Diana Waldmannstetter, Benedikt Wiestler, Julian Schwarting	2023	arxiv 2304.01601

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