Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Semantically Accurate Super-Resolution Generative Adversarial Networks	Tristan Frizza, Donald G. Dansereau, Nagita Mehr Seresht	2022	arxiv 2205.08659
Informative Path Planning for Active Learning in Aerial Semantic Mapping	Julius Rückin, Liren Jin, Federico Magistri	2022	arxiv 2203.01652
Efficient Multi-branch Segmentation Network for Situation Awareness in Autonomous Navigation	Guan-Cheng Zhou, Chen Chengb, Yan-zhou Chena	2024	arxiv 2404.00366
Task Specific Pretraining with Noisy Labels for Remote Sensing Image Segmentation	Chenying Liu, Conrad M Albrecht, Yi Wang	2024	arxiv 2402.16164
Satellite Image Time Series Semantic Change Detection: Novel Architecture and Analysis of Domain Shift	Elliot Vincent, Jean Ponce, Mathieu Aubry	2024	arxiv 2407.07616
ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference	Mengcheng Lan, Chaofeng Chen, Yiping Ke	2024	arxiv 2407.12442
EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention Fusion	Chia-Yuan Chang, Shuo-En Chang, Pei-Yung Hsiao	2020	arxiv 2003.10142
SemIE: Semantically-aware Image Extrapolation	Bholeshwar Khurana, Soumya Ranjan Dash, Abhishek Bhatia	2021	arxiv 2108.13702
Efficient Urban-scale Point Clouds Segmentation with BEV Projection	Zhenhong Zou, Yizhe Li	2021	arxiv 2109.09074
Warp-Refine Propagation: Semi-Supervised Auto-labeling via Cycle-consistency	Aditya Ganeshan, Alexis Vallet, Yasunori Kudo	2021	arxiv 2109.13432
Spatial-Temporal Transformer for 3D Point Cloud Sequences	Yimin Wei, Hao Liu, Tingting Xie	2021	arxiv 2110.09783
Pri3D: Can 3D Priors Help 2D Representation Learning?	Ji Hou, Saining Xie, Benjamin Graham	2021	arxiv 2104.11225
Multi-modal Visual Place Recognition in Dynamics-Invariant Perception Space	Lin Wu, Teng Wang, Changyin Sun	2021	arxiv 2105.07800
Task-Aware Active Learning for Endoscopic Image Analysis	Shrawan Kumar Thapa, Pranav Poudel, Binod Bhattarai	2022	arxiv 2204.03440
GANtruth - an unpaired image-to-image translation method for driving scenarios	Sebastian Bujwid, Miquel Martí, Hossein Azizpour	2018	arxiv 1812.01710
Panoptic Vision-Language Feature Fields	Haoran Chen, Kenneth Blomqvist, Francesco Milano	2023	arxiv 2309.05448
Segment Every Out-of-Distribution Object	Wenjie Zhao, Jia Li, Xin Dong	2023	arxiv 2311.16516
Segment Using Just One Example	Pratik Vora, Sudipan Saha	2024	arxiv 2408.07393
Explainable LiDAR 3D Point Cloud Segmentation and Clustering for Detecting Airplane-Generated Wind Turbulence	Zhan Qu, Shuzhou Yuan, Michael Färber	2025	arxiv 2503.00518
ResQ: Residual Quantization for Video Perception	Davide Abati, Haitam Ben Yahia, Markus Nagel	2023	arxiv 2308.09511

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