Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation	Wei Hao Khoong	2020	arxiv 2003.01581
Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems	Patrick Knöbelreiter, Christian Sormann, Alexander Shekhovtsov	2020	arxiv 2003.06258
Open Compound Domain Adaptation	Ziwei Liu, Zhongqi Miao, Xingang Pan	2019	arxiv 1909.03403
Color inference from semantic labeling for person search in videos	Jules Simon, Guillaume-Alexandre Bilodeau, David Steele	2019	arxiv 1911.13114
Binary Neural Networks: A Survey	Haotong Qin, Ruihao Gong, Xianglong Liu	2020	arxiv 2004.03333
Probabilistic Pixel-Adaptive Refinement Networks	Anne S. Wannenwetsch, Stefan Roth	2020	arxiv 2003.14407
Cross-domain Correspondence Learning for Exemplar-based Image Translation	Pan Zhang, Bo Zhang, Dong Chen	2020	arxiv 2004.05571
Contextual Pyramid Attention Network for Building Segmentation in Aerial Imagery	Clint Sebastian, Raffaele Imbriaco, Egor Bondarev	2020	arxiv 2004.07018
TuNet: End-to-end Hierarchical Brain Tumor Segmentation using Cascaded Networks	Minh H. Vu, Tufve Nyholm, Tommy Löfstedt	2019	arxiv 1910.05338
Investigating Vulnerability to Adversarial Examples on Multimodal Data Fusion in Deep Learning	Youngjoon Yu, Hong Joo Lee, Byeong Cheon Kim	2020	arxiv 2005.10987
Probabilistic Future Prediction for Video Scene Understanding	Anthony Hu, Fergal Cotter, Nikhil Mohan	2020	arxiv 2003.06409
Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases	Senthil Purushwalkam, Abhinav Gupta	2020	arxiv 2007.13916
Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance	Marvin Klingner, Jan-Aike Termöhlen, Jonas Mikolajczyk	2020	arxiv 2007.06936
Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation	Iason Katsamenis, Eftychios Protopapadakis, Anastasios Doulamis	2020	arxiv 2008.05204
Instance Adaptive Self-Training for Unsupervised Domain Adaptation	Ke Mei, Chuang Zhu, Jiaqi Zou	2020	arxiv 2008.12197
DeepFake Detection Based on the Discrepancy Between the Face and its Context	Yuval Nirkin, Lior Wolf, Yosi Keller	2020	arxiv 2008.12262
Decentralized Differentially Private Segmentation with PATE	Dominik Fay, Jens Sjölund, Tobias J. Oechtering	2020	arxiv 2004.06567
CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement	Ho Kei Cheng, Jihoon Chung, Yu-Wing Tai	2020	arxiv 2005.02551
PointTrack++ for Effective Online Multi-Object Tracking and Segmentation	Zhenbo Xu, Wei Zhang, Xiao Tan	2020	arxiv 2007.01549
ESA-ReID: Entropy-Based Semantic Feature Alignment for Person re-ID	Chaoping Tu, Yin Zhao, Longjun Cai	2020	arxiv 2007.04644

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