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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
Toolflows for Mapping Convolutional Neural Networks on FPGAs: A Survey and Future Directions Stylianos I. Venieris Alexandros Kouris C. Bouganis 71 185 0 15 Mar 2018
Virtual CNN Branching: Efficient Feature Ensemble for Person Re-Identification Albert Gong Qiang Qiu Guillermo Sapiro 3DPC 46 3 0 15 Mar 2018
Averaging Weights Leads to Wider Optima and Better Generalization Pavel Izmailov Dmitrii Podoprikhin T. Garipov Dmitry Vetrov A. Wilson FedML MoMe 151 1,673 0 14 Mar 2018
Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects Md. Amirul Islam Mahmoud Kalash Neil D. B. Bruce 89 111 0 14 Mar 2018
Compact Convolutional Neural Networks for Classification of Asynchronous Steady-state Visual Evoked Potentials Nicholas R. Waytowich Vernon J. Lawhern J. Garcia J. Cummings J. Faller P. Sajda J. Vettel 70 187 0 12 Mar 2018
Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks Sebastian Gündel Sasa Grbic Bogdan Georgescu S. Kevin Zhou L. Ritschl A. Meier Dorin Comaniciu 69 194 0 12 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 131 1,320 0 12 Mar 2018
Super-resolution of Sentinel-2 images: Learning a globally applicable deep neural network Charis Lanaras J. Bioucas-Dias S. Galliani E. Baltsavias Konrad Schindler 61 289 0 12 Mar 2018
Deep Class-Wise Hashing: Semantics-Preserving Hashing via Class-wise Loss Xuefei Zhe Shifeng Chen Hong-Mei Yan 46 36 0 12 Mar 2018
Style Aggregated Network for Facial Landmark Detection Xuanyi Dong Yan Yan Wanli Ouyang Yi Yang CVBM 3DH 86 304 0 12 Mar 2018
Deep Dictionary Learning: A PARametric NETwork Approach Shahin Mahdizadehaghdam Ashkan Panahi Hamid Krim Liyi Dai 68 63 0 11 Mar 2018
A Deep Learning Approach for Pose Estimation from Volumetric OCT Data N. Gessert M. Schlüter Alexander Schlaefer 44 30 0 10 Mar 2018
Rethinking Feature Distribution for Loss Functions in Image Classification Weitao Wan Yuanyi Zhong Tianpeng Li Jiansheng Chen 74 168 0 08 Mar 2018
Deep Back-Projection Networks For Super-Resolution Muhammad Haris Gregory Shakhnarovich Norimichi Ukita SupR 92 1,330 0 07 Mar 2018
3D Human Pose Estimation in RGBD Images for Robotic Task Learning Christiane Zimmermann Tim Welschehold C. Dornhege Wolfram Burgard Thomas Brox 3DH 67 152 0 07 Mar 2018
Comparison of Deep Learning Approaches for Multi-Label Chest X-Ray Classification Ivo M. Baltruschat H. Nickisch M. Grass T. Knopp A. Saalbach 72 384 0 06 Mar 2018
A Non-Technical Survey on Deep Convolutional Neural Network Architectures Felix Altenberger Claus Lenz 3DV 36 38 0 06 Mar 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 180 5,805 0 05 Mar 2018
Totally Looks Like - How Humans Compare, Compared to Machines Amir Rosenfeld M. Solbach John K. Tsotsos 3DH 94 29 0 05 Mar 2018
Efficient and Accurate MRI Super-Resolution using a Generative Adversarial Network and 3D Multi-Level Densely Connected Network Yuhua Chen Feng Shi A. Christodoulou Zhengwei Zhou Yibin Xie Debiao Li MedIm 77 308 0 04 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 133 882 0 03 Mar 2018
Quantitatively Evaluating GANs With Divergences Proposed for Training Daniel Jiwoong Im He Ma Graham W. Taylor K. Branson EGVM 74 69 0 02 Mar 2018
Essentially No Barriers in Neural Network Energy Landscape Felix Dräxler K. Veschgini M. Salmhofer Fred Hamprecht MoMe 136 436 0 02 Mar 2018
Facial Expression Recognition Based on Complexity Perception Classification Algorithm Tian-Yuan Chang Guihua Wen Yang Hu Jiajiong Ma CVBM 49 30 0 01 Mar 2018
Convolutional Neural Networks with Alternately Updated Clique Yibo Yang Zhisheng Zhong Tiancheng Shen Zhouchen Lin 73 128 0 28 Feb 2018
Var-CNN: A Data-Efficient Website Fingerprinting Attack Based on Deep Learning Sanjit Bhat David Lu Albert Kwon S. Devadas AAML 64 195 0 28 Feb 2018
L1-Norm Batch Normalization for Efficient Training of Deep Neural Networks Shuang Wu Guoqi Li Lei Deng Liu Liu Yuan Xie Luping Shi 74 117 0 27 Feb 2018
Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis Tal Ben-Nun Torsten Hoefler GNN 75 709 0 26 Feb 2018
Functional Gradient Boosting based on Residual Network Perception Atsushi Nitanda Taiji Suzuki 81 27 0 25 Feb 2018
Single Image Super-Resolution via Cascaded Multi-Scale Cross Network Yanting Hu Xinbo Gao Jie Li Yuanfei Huang Hanzi Wang SupR 69 52 0 24 Feb 2018
Residual Dense Network for Image Super-Resolution Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 150 3,330 0 24 Feb 2018
Training wide residual networks for deployment using a single bit for each weight Mark D Mcdonnell MQ 94 71 0 23 Feb 2018
Smooth Loss Functions for Deep Top-k Classification Leonard Berrada Andrew Zisserman M. P. Kumar 74 118 0 21 Feb 2018
Density-aware Single Image De-raining using a Multi-stream Dense Network He Zhang Vishal M. Patel 128 858 0 21 Feb 2018
Calcium Removal From Cardiac CT Images Using Deep Convolutional Neural Network Siming Yan Feng Shi Yuhua Chen D. Dey Sang-Eun Lee H. Chang Debiao Li Yibin Xie MedIm 49 7 0 20 Feb 2018
Co-occurrence matrix analysis-based semi-supervised training for object detection Min-Kook Choi Jaehyeong Park Jihun Jung Heechul Jung Jin-Hee Lee W. Won W. Jung Jincheol Kim Soon Kwon ObjD 43 10 0 20 Feb 2018
Agile Amulet: Real-Time Salient Object Detection with Contextual Attention Pingping Zhang Luyao Wang D. Wang Huchuan Lu Chunhua Shen ObjD 88 21 0 20 Feb 2018
Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha V. Asari SSeg 133 1,019 0 20 Feb 2018
Understanding the Loss Surface of Neural Networks for Binary Classification Shiyu Liang Ruoyu Sun Yixuan Li R. Srikant 95 88 0 19 Feb 2018
An Alternative View: When Does SGD Escape Local Minima? Robert D. Kleinberg Yuanzhi Li Yang Yuan MLT 93 317 0 17 Feb 2018
3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network Hongming Shan Yi Zhang Qingsong Yang Uwe Krüger Mannudeep K. Kalra Ling Sun W. Cong Ge Wang MedIm 80 349 0 15 Feb 2018
Learning Confidence for Out-of-Distribution Detection in Neural Networks Terrance Devries Graham W. Taylor OOD OODD 90 592 0 13 Feb 2018
Deep Predictive Coding Network for Object Recognition Haiguang Wen Kuan Han Junxing Shi Yizhen Zhang Eugenio Culurciello Zhongming Liu 49 84 0 13 Feb 2018
Modeling of Facial Aging and Kinship: A Survey Markos Georgopoulos Yannis Panagakis Maja Pantic CVBM 59 26 0 13 Feb 2018
DCFNet: Deep Neural Network with Decomposed Convolutional Filters Qiang Qiu Xiuyuan Cheng Robert Calderbank Guillermo Sapiro 71 69 0 12 Feb 2018
Neural Architecture Search with Bayesian Optimisation and Optimal Transport Kirthevasan Kandasamy Willie Neiswanger J. Schneider Barnabás Póczós Eric Xing 112 609 0 11 Feb 2018
FD-MobileNet: Improved MobileNet with a Fast Downsampling Strategy Zheng Qin Zhaoning Zhang Xiaotao Chen Yuxing Peng MQ 73 104 0 11 Feb 2018
$$\mathcal{G}$-SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space$ $\mathcal{G}$ -SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space Qi Meng Shuxin Zheng Huishuai Zhang Wei Chen Zhi-Ming Ma Tie-Yan Liu 129 39 0 11 Feb 2018
Optimize transfer learning for lung diseases in bronchoscopy using a new concept: sequential fine-tuning T. Tan Zhang Li Haixia Liu Ping Liu Wenfang Tang ... Huiming Ying Q. Ouyang Yuling Tang Zheyu Hu Qiang Li LM&MA 44 55 0 10 Feb 2018
Hydra: an Ensemble of Convolutional Neural Networks for Geospatial Land Classification Rodrigo Minetto Maurício Pamplona Segundo Sudeep Sarkar 95 134 0 10 Feb 2018