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Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Learning Deconvolution Network for Semantic Segmentation	Hyeonwoo Noh, Seunghoon Hong, Bohyung Han	2015	arxiv 1505.04366
Self-supervised Scale Equivariant Network for Weakly Supervised Semantic Segmentation	Yude Wang, Jie Zhang, Meina Kan	2019	arxiv 1909.03714
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation	Chanyoung Kim, Woojung Han, Dayun Ju	2024	arxiv 2403.01482
SynthmanticLiDAR: A Synthetic Dataset for Semantic Segmentation on LiDAR Imaging	Javier Montalvo, Pablo Carballeira, Álvaro García-Martín	2025	arxiv 2501.19035
Improving Point Cloud Semantic Segmentation by Learning 3D Object Detection	Ozan Unal, Luc Van Gool, Dengxin Dai	2020	arxiv 2009.10569
ReSeg: A Recurrent Neural Network-based Model for Semantic Segmentation	Francesco Visin, Marco Ciccone, Adriana Romero	2015	arxiv 1511.07053
A Review on Deep Learning Techniques Applied to Semantic Segmentation	Alberto Garcia-Garcia, Sergio Orts-Escolano, Sergiu Oprea	2017	arxiv 1704.06857
Cross-Layer Attentive Feature Upsampling for Low-latency Semantic Segmentation	Tianheng Cheng, Xinggang Wang, Junchao Liao	2026	arxiv 2601.01167
A Classification Refinement Strategy for Semantic Segmentation	James W. Davis, Christopher Menart, Muhammad Akbar	2018	arxiv 1801.07674
Enhancing Semantic Segmentation with Continual Self-Supervised Pre-training	Brown Ebouky, Ajad Chhatkuli, Cristiano Malossi	2025	arxiv 2509.17816
A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation	Jianlong Yuan, Yifan Liu, Chunhua Shen	2021	arxiv 2104.07256
Bitewing Radiography Semantic Segmentation Base on Conditional Generative Adversarial Nets	Jiang Yun, Tan Ning, Zhang Hai	2018	arxiv 1802.02571
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation	Tuan-Hung Vu, Himalaya Jain, Maxime Bucher	2018	arxiv 1811.12833
D-PLS: Decoupled Semantic Segmentation for 4D-Panoptic-LiDAR-Segmentation	Maik Steinhauser, Laurenz Reichardt, Nikolas Ebert	2025	arxiv 2501.15870
Cross-Dataset Collaborative Learning for Semantic Segmentation in Autonomous Driving	Li Wang, Dong Li, Han Liu	2021	arxiv 2103.11351
PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model	Juncai Peng, Yi Liu, Shiyu Tang	2022	arxiv 2204.02681
An Interpretable Deep Semantic Segmentation Method for Earth Observation	Ziyang Zhang, Plamen Angelov, Eduardo Soares	2022	arxiv 2210.12820
OFFSEG: A Semantic Segmentation Framework For Off-Road Driving	Kasi Viswanath, Kartikeya Singh, Peng Jiang	2021	arxiv 2103.12417
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation	Yuval Nirkin, Lior Wolf, Tal Hassner	2020	arxiv 2012.11582
Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic Segmentation	Chaohao Xie, Dongwei Ren, Lei Wang	2021	arxiv 2103.05463

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