Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Learning from THEODORE: A Synthetic Omnidirectional Top-View Indoor Dataset for Deep Transfer Learning	Tobias Scheck, Roman Seidel, Gangolf Hirtz	2020	arxiv 2011.05719
Applying Surface Normal Information in Drivable Area and Road Anomaly Detection for Ground Mobile Robots	Hengli Wang, Rui Fan, Yuxiang Sun	2020	arxiv 2008.11383
3D Segmentation Learning from Sparse Annotations and Hierarchical Descriptors	Peng Yin, Lingyun Xu, Jianmin Ji	2021	arxiv 2105.12885
Equivariant Networks for Pixelized Spheres	Mehran Shakerinava, Siamak Ravanbakhsh	2021	arxiv 2106.06662
Overcoming Obstructions via Bandwidth-Limited Multi-Agent Spatial Handshaking	Nathaniel Glaser, Yen-Cheng Liu, Junjiao Tian	2021	arxiv 2107.00771
Predicting the Solar Potential of Rooftops using Image Segmentation and Structured Data	Daniel de Barros Soares, François Andrieux, Bastien Hell	2021	arxiv 2106.15268
A System-driven Automatic Ground Truth Generation Method for DL Inner-City Driving Corridor Detectors	Jona Ruthardt, Thomas Michalke	2022	arxiv 2207.11234
Object discovery and representation networks	Olivier J. Hénaff, Skanda Koppula, Evan Shelhamer	2022	arxiv 2203.08777
MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition	Chuanguang Yang, Zhulin An, Helong Zhou	2022	arxiv 2208.05768
Learning to Segment Dynamic Objects using SLAM Outliers	Adrian Bojko, Romain Dupont, Mohamed Tamaazousti	2020	arxiv 2011.06259
Interclass Prototype Relation for Few-Shot Segmentation	Atsuro Okazawa	2022	arxiv 2211.08681
Beyond Deterministic Translation for Unsupervised Domain Adaptation	Eleni Chiou, Eleftheria Panagiotaki, Iasonas Kokkinos	2022	arxiv 2202.07778
FedUKD: Federated UNet Model with Knowledge Distillation for Land Use Classification from Satellite and Street Views	Renuga Kanagavelu, Kinshuk Dua, Pratik Garai	2022	arxiv 2212.02196
Using t-distributed stochastic neighbor embedding for visualization and segmentation of 3D point clouds of plants	Helin Dutagaci	2023	arxiv 2302.03442
Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery	Zhuo Zheng, Ailong Ma, Liangpei Zhang	2021	arxiv 2108.07002
A Metacognitive Approach to Out-of-Distribution Detection for Segmentation	Meghna Gummadi, Cassandra Kent, Karl Schmeckpeper	2023	arxiv 2311.07578
Det-SLAM: A semantic visual SLAM for highly dynamic scenes using Detectron2	Ali Eslamian, Mohammad R. Ahmadzadeh	2022	arxiv 2210.00278
AEGIS-Net: Attention-guided Multi-Level Feature Aggregation for Indoor Place Recognition	Yuhang Ming, Jian Ma, Xingrui Yang	2023	arxiv 2312.09538
Make RepVGG Greater Again: A Quantization-aware Approach	Xiangxiang Chu, Liang Li, Bo Zhang	2022	arxiv 2212.01593
Variance-insensitive and Target-preserving Mask Refinement for Interactive Image Segmentation	Chaowei Fang, Ziyin Zhou, Junye Chen	2023	arxiv 2312.14387

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