Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Data Factory with Minimal Human Effort Using VLMs	Jiaojiao Ye, Jiaxing Zhong, Qian Xie	2025	arxiv 2510.05722
Weakly Supervised Food Image Segmentation using Vision Transformers and Segment Anything Model	Ioannis Sarafis, Alexandros Papadopoulos, Anastasios Delopoulos	2025	arxiv 2509.19028
A Real-Time Diminished Reality Approach to Privacy in MR Collaboration	Christian Fane	2025	arxiv 2509.10466
Bi-modal Prediction and Transformation Coding for Compressing Complex Human Dynamics	Huong Hoang, Keito Suzuki, Truong Nguyen	2025	arxiv 2509.16919
Panoptic-CUDAL: Rural Australia Point Cloud Dataset in Rainy Conditions	Tzu-Yun Tseng, Alexey Nekrasov, Malcolm Burdorf	2025	arxiv 2503.16378
Scale Equivariant Neural Networks with Morphological Scale-Spaces	Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero	2021	arxiv 2105.01335
Hyper Association Graph Matching with Uncertainty Quantification for Coronary Artery Semantic Labeling	Chen Zhao, Michele Esposito, Zhihui Xu	2023	arxiv 2308.10320
Image Data Augmentation for Deep Learning: A Survey	Suorong Yang, Weikang Xiao, Mengchen Zhang	2022	arxiv 2204.08610
Is Continual Learning Ready for Real-world Challenges?	Theodora Kontogianni, Yuanwen Yue, Siyu Tang	2024	arxiv 2402.10130
Distribution Alignment: A Unified Framework for Long-tail Visual Recognition	Songyang Zhang, Zeming Li, Shipeng Yan	2021	arxiv 2103.16370
Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density	Kuniaki Saito, Donghyun Kim, Piotr Teterwak	2021	arxiv 2108.10860
VIN: Voxel-based Implicit Network for Joint 3D Object Detection and Segmentation for Lidars	Yuanxin Zhong, Minghan Zhu, Huei Peng	2021	arxiv 2107.02980
A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items	Taimur Hassan, Samet Akcay, Mohammed Bennamoun	2022	arxiv 2201.02560
Geography-Aware Self-Supervised Learning	Kumar Ayush, Burak Uzkent, Chenlin Meng	2020	arxiv 2011.09980
Neural Photometry-guided Visual Attribute Transfer	Carlos Rodriguez-Pardo, Elena Garces	2021	arxiv 2112.02520
Sub-cortical brain structure segmentation using F-CNN's	Mahsa Shakeri, Stavros Tsogkas, Enzo Ferrante	2016	arxiv 1602.02130
Integrating Reinforcement Learning to Self Training for Pulmonary Nodule Segmentation in Chest X-rays	Sejin Park, Woochan Hwang, Kyu-Hwan Jung	2018	arxiv 1811.08840
Identifying Most Walkable Direction for Navigation in an Outdoor Environment	Sachin Mehta, Hannaneh Hajishirzi, Linda Shapiro	2017	arxiv 1711.08040
Learning Image Representations by Completing Damaged Jigsaw Puzzles	Dahun Kim, Donghyeon Cho, Donggeun Yoo	2018	arxiv 1802.01880
A convolutional autoencoder approach for mining features in cellular electron cryo-tomograms and weakly supervised coarse segmentation	Xiangrui Zeng, Miguel Ricardo Leung, Tzviya Zeev-Ben-Mordehai	2017	arxiv 1706.04970

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