Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Funnel Activation for Visual Recognition	Ningning Ma, Xiangyu Zhang, Jian Sun	2020	arxiv 2007.11824
LatticeNet: Fast Point Cloud Segmentation Using Permutohedral Lattices	Radu Alexandru Rosu, Peer Schütt, Jan Quenzel	2019	arxiv 1912.05905
Self-awareness in Intelligent Vehicles: Experience Based Abnormality Detection	Divya Kanapram, Pablo Marin-Plaza, Lucio Marcenaro	2020	arxiv 2010.15056
Rotation-Invariant Point Convolution With Multiple Equivariant Alignments	Hugues Thomas	2020	arxiv 2012.04048
Cell image segmentation by Feature Random Enhancement Module	Takamasa Ando, Kazuhiro Hotta	2021	arxiv 2101.07983
Generating superpixels using deep image representations	Thomas Verelst, Matthew Blaschko, Maxim Berman	2019	arxiv 1903.04586
The ALOS Dataset for Advert Localization in Outdoor Scenes	Soumyabrata Dev, Murhaf Hossari, Matthew Nicholson	2019	arxiv 1904.07776
Adaptative Inference Cost With Convolutional Neural Mixture Models	Adria Ruiz, Jakob Verbeek	2019	arxiv 1908.06694
Generalization Bounds for Convolutional Neural Networks	Shan Lin, Jingwei Zhang	2019	arxiv 1910.01487
Explainable Semantic Mapping for First Responders	Jean Oh, Martial Hebert, Hae-Gon Jeon	2019	arxiv 1910.07093
3D Face Reconstruction Using Color Photometric Stereo with Uncalibrated Near Point Lights	Zhang Chen, Yu Ji, Mingyuan Zhou	2019	arxiv 1904.02605
Using CNNs For Users Segmentation In Video See-Through Augmented Virtuality	Pierre-Olivier Pigny, Lionel Dominjon	2020	arxiv 2001.00487
Chargrid-OCR: End-to-end Trainable Optical Character Recognition for Printed Documents using Instance Segmentation	Christian Reisswig, Anoop R Katti, Marco Spinaci	2019	arxiv 1909.04469
S3LAM: Structured Scene SLAM	Mathieu Gonzalez, Eric Marchand, Amine Kacete	2021	arxiv 2109.07339
Instance-Aware Observer Network for Out-of-Distribution Object Segmentation	Victor Besnier, Andrei Bursuc, David Picard	2022	arxiv 2207.08782
Semantic Diffusion Posterior Sampling for Cardiac Ultrasound Dehazing	Tristan S.W. Stevens, Oisín Nolan, Ruud J.G. van Sloun	2025	arxiv 2508.17326
TE-NeXt: A LiDAR-Based 3D Sparse Convolutional Network for Traversability Estimation	Antonio Santo, Juan J. Cabrera, David Valiente	2024	arxiv 2406.01395
Controllable Segmentation-Based Text-Guided Style Editing	Jingwen Li, Aravind Chandrasekar, Mariana Rocha	2025	arxiv 2503.16129
Leveraging knowledge distillation for partial multi-task learning from multiple remote sensing datasets	Hoàng-Ân Lê, Minh-Tan Pham	2024	arxiv 2405.15394
Pinpointing crucial steps: Attribution-based Credit Assignment for Verifiable Reinforcement Learning	Junxi Yin, Haisen Luo, Zhenyu Li	2025	arxiv 2510.08899

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