RFL-CDNet: Towards accurate change detection via richer feature learning

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 52.4K citations

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 21.4K citations

Semantic Image Segmentation, Convolutional Neural Network, Scene Analysis +15

Denoising Diffusion Probabilistic Models

arXiv (Cornell University) · 2020 · 5.6K citations · Full text

UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation

Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh et al. · IEEE Transactions on Medical Imaging · 2019 · 3.8K citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +22

Res2Net: A New Multi-Scale Backbone Architecture

Shanghua Gao, Ming‐Ming Cheng, Kai Zhao et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 3.2K citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19