SOTA2 Research · papers

Papers for “semantic segmentation”

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

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20 indexed

Title	Authors	Year	Source
Posterior Re-calibration for Imbalanced Datasets	Junjiao Tian, Yen-Cheng Liu, Nathan Glaser	2020	arxiv 2010.11820
Can point cloud networks learn statistical shape models of anatomies?	Jadie Adams, Shireen Elhabian	2023	arxiv 2305.05610
PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers	Xiaoyi Dong, Jianmin Bao, Ting Zhang	2021	arxiv 2111.12710
MobileOne: An Improved One millisecond Mobile Backbone	Pavan Kumar Anasosalu Vasu, James Gabriel, Jeff Zhu	2022	arxiv 2206.04040
AI Security for Geoscience and Remote Sensing: Challenges and Future Trends	Yonghao Xu, Tao Bai, Weikang Yu	2022	arxiv 2212.09360
AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation	Asbj\orn Munk, Jakob Ambsdorf, Sebastian Llambias	2024	arxiv 2408.00640
Beyond One Shot, Beyond One Perspective: Cross-View and Long-Horizon Distillation for Better LiDAR Representations	Xiang Xu, Lingdong Kong, Song Wang	2025	arxiv 2507.05260
AttentionViG: Cross-Attention-Based Dynamic Neighbor Aggregation in Vision GNNs	Hakan Emre Gedik, Andrew Martin, Mustafa Munir	2025	arxiv 2509.25570
OmniMap: A General Mapping Framework Integrating Optics, Geometry, and Semantics	Yinan Deng, Yufeng Yue, Jianyu Dou	2025	arxiv 2509.07500
AH-OCDA: Amplitude-based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation	Jaehyun Choi, Junwon Ko, Dong-Jae Lee

USAM-Net: A U-Net-based Network for Improved Stereo Correspondence and Scene Depth Estimation using Features from a Pre-trained Image Segmentation network	Joseph Emmanuel DL Dayo, Prospero C. Naval Jr	2025	arxiv 2503.14950

Efficient and Robust Remote Sensing Image Denoising Using Randomized Approximation of Geodesics' Gramian on the Manifold Underlying the Patch Space	Kelum Gajamannage, Dilhani I. Jayathilake, Maria Vasilyeva	2025	arxiv 2504.10820