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

2 June 2016

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

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Title
Tom: Leveraging trend of the observed gradients for faster convergence Anirudh Maiya Inumella Sricharan Anshuman Pandey S. SrinivasK. ODL 48 0 0 07 Sep 2021
nnFormer: Interleaved Transformer for Volumetric Segmentation Hong-Yu Zhou J. Guo Yinghao Zhang Lequan Yu Liansheng Wang Yizhou Yu ViT MedIm 108 337 0 07 Sep 2021
Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks Hao Liu Minshuo Chen T. Zhao Wenjing Liao 66 34 0 07 Sep 2021
Robustness and Generalization via Generative Adversarial Training Omid Poursaeed Tianxing Jiang Harry Yang Serge Belongie SerNam Lim OOD AAML 68 26 0 06 Sep 2021
Graph Attention Layer Evolves Semantic Segmentation for Road Pothole Detection: A Benchmark and Algorithms Rui Fan Hengli Wang Yuan Wang Ming-Yuan Liu Ioannis Pitas 66 66 0 06 Sep 2021
Ultra-high Resolution Image Segmentation via Locality-aware Context Fusion and Alternating Local Enhancement Wenxi Liu Qi Li Xin Lin Weixiang Yang Shengfeng He Yuanlong Yu 78 8 0 06 Sep 2021
Sparse Spatial Attention Network for Semantic Segmentation Mengyu Liu Hujun Yin ISeg 68 0 0 04 Sep 2021
Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation Lin Wang Yujeong Chae Kuk-Jin Yoon 88 33 0 04 Sep 2021
FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation Guangwei Gao Guoan Xu Juncheng Li Yi Yu Huimin Lu Jian Yang 96 82 0 02 Sep 2021
Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation Hongjun Chen Jinbao Wang Hao Chen Xiantong Zhen Feng Zheng Rongrong Ji Ling Shao 64 29 0 30 Aug 2021
Pseudo-mask Matters in Weakly-supervised Semantic Segmentation Yi Li Zhanghui Kuang Liyang Liu Yimin Chen Wayne Zhang 106 100 0 30 Aug 2021
Learning to Discover Reflection Symmetry via Polar Matching Convolution Ahyun Seo Woohyeon Shim Minsu Cho SSL 60 8 0 30 Aug 2021
Stagewise Unsupervised Domain Adaptation with Adversarial Self-Training for Road Segmentation of Remote Sensing Images Lefei Zhang Meng Lan Jing Zhang Dacheng Tao 86 128 0 28 Aug 2021
Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Lukas Hoyer Dengxin Dai Qin Wang Yuhua Chen Luc Van Gool MDE 137 38 0 28 Aug 2021
SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation Jiaxin Cheng Soumyaroop Nandi Premkumar Natarajan Wael AbdAlmageed VLM 88 55 0 27 Aug 2021
ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation Zhenchao Jin B. Liu Qi Chu Nenghai Yu ISeg 126 73 0 27 Aug 2021
Evaluating Transformer-based Semantic Segmentation Networks for Pathological Image Segmentation Cam-Ngoan Nguyen Zuhayr Asad Yuankai Huo ViT MedIm 61 37 0 26 Aug 2021
Re-using Adversarial Mask Discriminators for Test-time Training under Distribution Shifts Gabriele Valvano Andrea Leo Sotirios A. Tsaftaris 74 6 0 26 Aug 2021
Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation Learning Gabriele Valvano Andrea Leo Sotirios A. Tsaftaris 80 5 0 26 Aug 2021
Mining Contextual Information Beyond Image for Semantic Segmentation Zhenchao Jin Tao Gong Dongdong Yu Qi Chu Jian Wang Changhu Wang Jie Shao 96 88 0 26 Aug 2021
Glimpse-Attend-and-Explore: Self-Attention for Active Visual Exploration Soroush Seifi Abhishek Jha Tinne Tuytelaars 44 10 0 26 Aug 2021
TPH-YOLOv5: Improved YOLOv5 Based on Transformer Prediction Head for Object Detection on Drone-captured Scenarios Xingkui Zhu Shuchang Lyu Xu Wang Qi Zhao 69 1,250 0 26 Aug 2021
Multi-Task Self-Training for Learning General Representations Golnaz Ghiasi Barret Zoph E. D. Cubuk Quoc V. Le Nayeon Lee SSL 91 102 0 25 Aug 2021
YOLOP: You Only Look Once for Panoptic Driving Perception Dongsheng Wu Man-Wen Liao Wei-Tian Zhang Xinggang Wang X. Bai Wenqing Cheng Wen-Yu Liu 170 313 0 25 Aug 2021
Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation Jogendra Nath Kundu Akshay Ravindra Kulkarni Amit Singh Varun Jampani R. Venkatesh Babu TTA 76 124 0 25 Aug 2021
Multi-domain semantic segmentation with overlapping labels Petra Bevandić Marin Orsic Ivan Grubišić Josip Saric Sinisa Segvic 86 14 0 25 Aug 2021
GlassNet: Label Decoupling-based Three-stream Neural Network for Robust Image Glass Detection Chengyu Zheng Ding Shi Xue-feng Yan Dong Liang M. wei X. Yang Yanwen Guo H. Xie 56 10 0 25 Aug 2021
Lightweight Monocular Depth with a Novel Neural Architecture Search Method Lam Huynh Phong H. Nguyen Jirí Matas Esa Rahtu J. Heikkilä 81 10 0 25 Aug 2021
Detecting Small Objects in Thermal Images Using Single-Shot Detector Hao Zhang Xianggong Hong Li Zhu ObjD 18 16 0 25 Aug 2021
Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density Kuniaki Saito Donghyun Kim Piotr Teterwak Stan Sclaroff Trevor Darrell Kate Saenko 88 57 0 24 Aug 2021
ShapeConv: Shape-aware Convolutional Layer for Indoor RGB-D Semantic Segmentation Jinming Cao Hanchao Leng Dani Lischinski Danny Cohen-Or Changhe Tu Yangyan Li SSeg MDE 3DV 109 141 0 24 Aug 2021
Real-Time Monocular Human Depth Estimation and Segmentation on Embedded Systems Shan An Fangru Zhou Meng Yang Haogang Zhu Changhong Fu Konstantinos A. Tsintotas 3DH 58 19 0 24 Aug 2021
Deep Bayesian Image Set Classification: A Defence Approach against Adversarial Attacks N. Mirnateghi Syed Afaq Ali Shah Bennamoun BDL AAML 33 2 0 23 Aug 2021
Efficient Medical Image Segmentation Based on Knowledge Distillation Dian Qin Jiajun Bu Zhe Liu Xin Shen Sheng Zhou Jingjun Gu Zhihong Wang Lei Wu Hui-Fen Dai 74 131 0 23 Aug 2021
SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness Md. Amirul Islam M. Kowal Konstantinos G. Derpanis Neil D. B. Bruce 56 8 0 23 Aug 2021
Self-Regulation for Semantic Segmentation Zhangfu Dong Zhang Hanwang T. Jinhui Huang Xiansheng Sun Qianru 97 37 0 22 Aug 2021
Supervised Compression for Resource-Constrained Edge Computing Systems Yoshitomo Matsubara Ruihan Yang Marco Levorato Stephan Mandt 122 58 0 21 Aug 2021
Robust Ensembling Network for Unsupervised Domain Adaptation Han Sun Lei Lin Ningzhong Liu Huiyu Zhou 37 2 0 21 Aug 2021
Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diagnosis Model Kwanseok Oh Jeeseok Yoon Heung-Il Suk FAtt 81 28 0 21 Aug 2021
Detecting and Segmenting Adversarial Graphics Patterns from Images Xiangyu Qu Stanley H. Chan AAML 68 0 0 20 Aug 2021
Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions Hyeongseok Son Junyong Lee Sunghyun Cho Seungyong Lee SupR 64 95 0 20 Aug 2021
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation Yuanyi Zhong Bodi Yuan Hong Wu Zhiqiang Yuan Jian Peng Yu-Xiong Wang 104 174 0 20 Aug 2021
Neural TMDlayer: Modeling Instantaneous flow of features via SDE Generators Zihang Meng Vikas Singh Sathya Ravi 51 1 0 19 Aug 2021
FSNet: A Failure Detection Framework for Semantic Segmentation Q. Rahman Niko Sünderhauf Peter Corke Feras Dayoub UQCV SSeg 88 20 0 19 Aug 2021
Few-shot Segmentation with Optimal Transport Matching and Message Flow Weide Liu Fangqiu Yi Henghui Ding Tzu-Yi Hung Guosheng Lin 93 51 0 19 Aug 2021
Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey S. Niyas S. Pawan Anand Kumar Jeny Rajan MedIm 94 91 0 19 Aug 2021
An Information Theory-inspired Strategy for Automatic Network Pruning Xiawu Zheng Yuexiao Ma Teng Xi Gang Zhang Errui Ding Yuchao Li Jie Chen Yonghong Tian Rongrong Ji 207 13 0 19 Aug 2021
An Attention Module for Convolutional Neural Networks Zhu Baozhou P. Hofstee Jinho Lee Zaid Al-Ars 110 25 0 18 Aug 2021
Towards Deep and Efficient: A Deep Siamese Self-Attention Fully Efficient Convolutional Network for Change Detection in VHR Images Hongruixuan Chen Chen Wu Bo Du 29 6 0 18 Aug 2021
Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs Md. Amirul Islam M. Kowal Sen Jia Konstantinos G. Derpanis Neil D. B. Bruce 68 28 0 17 Aug 2021