Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow	Mingyu Ding, Zhe Wang, Bolei Zhou	2019	arxiv 1911.12739
Uncertainty Aware Proposal Segmentation for Unknown Object Detection	Yimeng Li, Jana Kosecka	2021	arxiv 2111.12866
Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint	Jiawei Chen, Yuexiang Li, Kai Ma	2021	arxiv 2106.16000
Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal Representations	Serban Stan, Mohammad Rostami	2024	arxiv 2401.01035
SynthCam3D: Semantic Understanding With Synthetic Indoor Scenes	Ankur Handa, Viorica Patraucean, Vijay Badrinarayanan	2015	arxiv 1505.00171
Multi-Task Self-Supervised Learning for Image Segmentation Task	Lichun Gao, Chinmaya Khamesra, Uday Kumbhar	2023	arxiv 2302.02483
The Edge of Depth: Explicit Constraints between Segmentation and Depth	Shengjie Zhu, Garrick Brazil, Xiaoming Liu	2020	arxiv 2004.00171
Semantics-Driven Unsupervised Learning for Monocular Depth and Ego-Motion Estimation	Xiaobin Wei, Jianjiang Feng, Jie Zhou	2020	arxiv 2006.04371
Weighted Intersection over Union (wIoU) for Evaluating Image Segmentation	Yeong-Jun Cho	2021	arxiv 2107.09858
Rethinking Early-Fusion Strategies for Improved Multimodal Image Segmentation	Zhengwen Shen, Yulian Li, Han Zhang	2025	arxiv 2501.10958
Fully Convolutional Multi-Class Multiple Instance Learning	Deepak Pathak, Evan Shelhamer, Jonathan Long	2014	arxiv 1412.7144
Reasoning and Algorithm Selection Augmented Symbolic Segmentation	Martin Lukac, Kamila Abdiyeva, Michitaka Kameyama	2016	arxiv 1608.03667
H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation	Peixian Liang, Yizhe Zhang, Yifan Ding	2022	arxiv 2206.01309
BANet: Bidirectional Aggregation Network with Occlusion Handling for Panoptic Segmentation	Yifeng Chen, Guangchen Lin, Songyuan Li	2020	arxiv 2003.14031
RendBEV: Semantic Novel View Synthesis for Self-Supervised Bird's Eye View Segmentation	Henrique Piñeiro Monteagudo, Leonardo Taccari, Aurel Pjetri	2025	arxiv 2502.14792
LVIC: Multi-modality segmentation by Lifting Visual Info as Cue	Zichao Dong, Bowen Pang, Xufeng Huang	2024	arxiv 2403.05159
Highway Driving Dataset for Semantic Video Segmentation	Byungju Kim, Junho Yim, Junmo Kim	2020	arxiv 2011.00674
Point-supervised Segmentation of Microscopy Images and Volumes via Objectness Regularization	Shijie Li, Neel Dey, Katharina Bermond	2021	arxiv 2103.05617
InstanceCut: from Edges to Instances with MultiCut	Alexander Kirillov, Evgeny Levinkov, Bjoern Andres	2016	arxiv 1611.08272
Global Aggregation then Local Distribution for Scene Parsing	Xiangtai Li, Li Zhang, Guangliang Cheng	2021	arxiv 2107.13154

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