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Densely Connected Convolutional Networks

25 August 2016

Gao Huang

Zhuang Liu

Laurens van der Maaten

Kilian Q. Weinberger

PINN

3DV

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Papers citing "Densely Connected Convolutional Networks"

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Title
Efficient Neural Architecture Search via Parameter Sharing Hieu H. Pham M. Guan Barret Zoph Quoc V. Le J. Dean 137 2,775 0 09 Feb 2018
Fine-Grained Land Use Classification at the City Scale Using Ground-Level Images Yi Zhu XueQing Deng Shawn D. Newsam 51 51 0 07 Feb 2018
Regularized Evolution for Image Classifier Architecture Search Esteban Real A. Aggarwal Yanping Huang Quoc V. Le 217 3,048 0 05 Feb 2018
Road Segmentation in SAR Satellite Images with Deep Fully-Convolutional Neural Networks C. Henry S. Azimi N. Merkle 100 177 0 05 Feb 2018
To understand deep learning we need to understand kernel learning M. Belkin Siyuan Ma Soumik Mandal 100 420 0 05 Feb 2018
Ensembling Neural Networks for Digital Pathology Images Classification and Segmentation Gleb Makarchuk V. Kondratenko Maxim Pisov A. Pimkin Egor Krivov Mikhail Belyaev 155 27 0 03 Feb 2018
Active, Continual Fine Tuning of Convolutional Neural Networks for Reducing Annotation Efforts Zongwei Zhou Jae Y. Shin S. Gurudu Michael B. Gotway Jianming Liang MedIm 88 10 0 03 Feb 2018
Densely Connected Bidirectional LSTM with Applications to Sentence Classification Zixiang Ding Rui Xia Jianfei Yu Xiang Li Jian Yang AI4CE 80 61 0 03 Feb 2018
Intriguing Properties of Randomly Weighted Networks: Generalizing While Learning Next to Nothing Amir Rosenfeld John K. Tsotsos MLT 75 52 0 02 Feb 2018
Visual Interpretability for Deep Learning: a Survey Quanshi Zhang Song-Chun Zhu FaML HAI 159 822 0 02 Feb 2018
Deep Neural Nets with Interpolating Function as Output Activation Bao Wang Xiyang Luo Zerui Li Wei-wei Zhu Zuoqiang Shi Stanley J. Osher 34 3 0 01 Feb 2018
Densely Dilated Spatial Pooling Convolutional Network using benign loss functions for imbalanced volumetric prostate segmentation Qiuhua Liu Minghao Fu Xinqi Gong Hao Jiang MedIm 66 15 0 31 Jan 2018
Recovering from Random Pruning: On the Plasticity of Deep Convolutional Neural Networks Deepak Mittal S. Bhardwaj Mitesh M. Khapra Balaraman Ravindran VLM 78 66 0 31 Jan 2018
From BoW to CNN: Two Decades of Texture Representation for Texture Classification Li Liu Jie Chen Paul Fieguth Guoying Zhao Rama Chellappa M. Pietikäinen 3DV 111 335 0 31 Jan 2018
SESR: Single Image Super Resolution with Recursive Squeeze and Excitation Networks Xi Cheng Xiang Li Ying Tai Jian Yang 72 57 0 31 Jan 2018
SegDenseNet: Iris Segmentation for Pre and Post Cataract Surgery Aditya Lakra Pavani Tripathi Rohit Keshari Mayank Vatsa Richa Singh 57 20 0 30 Jan 2018
Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification Q. Guan Yaping Huang Zhun Zhong Zhedong Zheng Liang Zheng Yi Yang 64 260 0 30 Jan 2018
ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification Subhrajit Roy Isabell Kiral-Kornek S. Harrer 76 158 0 30 Jan 2018
Deep Learning based Retinal OCT Segmentation M. Pekala Neil J. Joshi D. E. Freund N. Bressler D. DeBuc Philippe Burlina 73 169 0 29 Jan 2018
DeepSIC: Deep Semantic Image Compression Sihui Luo Yezhou Yang Xiuming Zhang 69 46 0 29 Jan 2018
TernaryNet: Faster Deep Model Inference without GPUs for Medical 3D Segmentation using Sparse and Binary Convolutions M. Heinrich Maximilian Blendowski Ozan Oktay MedIm 60 41 0 29 Jan 2018
Deep Neural Networks In Fully Connected CRF For Image Labeling With Social Network Metadata Chengjiang Long Roddy Collins E. Swears A. Hoogs 62 24 0 27 Jan 2018
DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification Wentao Zhu Chaochun Liu Wei Fan Xiaohui Xie MedIm 54 380 0 25 Jan 2018
Generating Handwritten Chinese Characters using CycleGAN B. Chang Qiong Zhang Shenyi Pan Lili Meng GAN 82 130 0 25 Jan 2018
NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction Yuan Gao Jiayi Ma Mingbo Zhao Wen Liu Alan Yuille 96 254 0 25 Jan 2018
Dynamic Optimization of Neural Network Structures Using Probabilistic Modeling Shinichi Shirakawa Yasushi Iwata Youhei Akimoto 77 25 0 23 Jan 2018
Statistically Motivated Second Order Pooling Kaicheng Yu Mathieu Salzmann 89 42 0 23 Jan 2018
E-swish: Adjusting Activations to Different Network Depths Eric Alcaide LLMSV 55 35 0 22 Jan 2018
Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate Modeling and Uncertainty Quantification Yinhao Zhu N. Zabaras UQCV BDL 113 647 0 21 Jan 2018
Deep joint rain and haze removal from single images Liang Shen Zihan Yue Quan Chen Fan Feng Jie Ma 69 34 0 21 Jan 2018
Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights Arun Mallya Dillon Davis Svetlana Lazebnik CLL 72 35 0 19 Jan 2018
Deep Chain HDRI: Reconstructing a High Dynamic Range Image from a Single Low Dynamic Range Image Siyeong Lee Gwon Hwan An Suk-ju Kang 3DV 82 105 0 19 Jan 2018
Universal Language Model Fine-tuning for Text Classification Jeremy Howard Sebastian Ruder VLM 83 276 0 18 Jan 2018
MRI Tumor Segmentation with Densely Connected 3D CNN Lele Chen Yue Wu Adora M. DSouza A. Abidin A. Wismüller Chenliang Xu 100 119 0 18 Jan 2018
Faster gaze prediction with dense networks and Fisher pruning Lucas Theis I. Korshunova Alykhan Tejani Ferenc Huszár 82 207 0 17 Jan 2018
Seismic-Net: A Deep Densely Connected Neural Network to Detect Seismic Events Yue-bo Wu Youzuo Lin Zheng Zhou A. Delorey 34 14 0 17 Jan 2018
Re-ID done right: towards good practices for person re-identification Jon Almazán B. Gajic Naila Murray Diane Larlus 3DPC 106 106 0 16 Jan 2018
Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers Mahendra Khened Alex Varghese Ganapathy Krishnamurthi 70 314 0 16 Jan 2018
Understanding the Disharmony between Dropout and Batch Normalization by Variance Shift Xiang Li Shuo Chen Xiaolin Hu Jian Yang 82 309 0 16 Jan 2018
Fix your classifier: the marginal value of training the last weight layer Elad Hoffer Itay Hubara Daniel Soudry 156 102 0 14 Jan 2018
SuperNeurons: Dynamic GPU Memory Management for Training Deep Neural Networks Linnan Wang Jinmian Ye Yiyang Zhao Wei Wu Ang Li Shuaiwen Leon Song Zenglin Xu Tim Kraska 3DH 116 269 0 13 Jan 2018
Not All Ops Are Created Equal! Liangzhen Lai Naveen Suda Vikas Chandra 49 24 0 12 Jan 2018
QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of Neuroanatomy Abhijit Guha Roy Sailesh Conjeti Nassir Navab Christian Wachinger 91 229 0 12 Jan 2018
Model-Based Action Exploration for Learning Dynamic Motion Skills Glen Berseth M. van de Panne 43 0 0 11 Jan 2018
Convergence Analysis of Gradient Descent Algorithms with Proportional Updates Igor Gitman D. Dilipkumar Ben Parr 27 5 0 09 Jan 2018
Brain MRI Super Resolution Using 3D Deep Densely Connected Neural Networks Yuhua Chen Yibin Xie Zhengwei Zhou Feng Shi A. Christodoulou Debiao Li SupR 71 232 0 08 Jan 2018
2D-Densely Connected Convolution Neural Networks for automatic Liver and Tumor Segmentation Krishna Chaitanya Kaluva Mahendra Khened Avinash Kori Ganapathy Krishnamurthi MedIm 79 53 0 05 Jan 2018
Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption Peilun Li Xiaodan Liang Daoyuan Jia Eric Xing 93 94 0 05 Jan 2018
Multi-Scale Attention with Dense Encoder for Handwritten Mathematical Expression Recognition Jianshu Zhang Jun Du Lirong Dai 96 126 0 05 Jan 2018
Learning $3$ D-FilterMap for Deep Convolutional Neural Networks Yingzhen Yang Jianchao Yang N. Xu Wei Han 3DV MQ 27 1 0 05 Jan 2018