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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
Confidential Inference via Ternary Model Partitioning Zhongshu Gu Heqing Huang Jialong Zhang D. Su Hani Jamjoom Ankita Lamba Dimitrios E. Pendarakis Ian Molloy 85 53 0 03 Jul 2018
Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multiphase flow in heterogeneous media S. Mo Yinhao Zhu N. Zabaras Xiaoqing Shi Jichun Wu AI4CE 91 282 0 02 Jul 2018
Evenly Cascaded Convolutional Networks Chengxi Ye Chinmaya Devaraj Michael Maynord Cornelia Fermuller Yiannis Aloimonos 35 7 0 02 Jul 2018
Confounding variables can degrade generalization performance of radiological deep learning models J. Zech Marcus A. Badgeley Manway Liu A. Costa J. Titano Eric K. Oermann OOD 89 1,185 0 02 Jul 2018
Autonomous Deep Learning: A Genetic DCNN Designer for Image Classification Benteng Ma Yong-quan Xia 66 103 0 01 Jul 2018
Topology classification with deep learning to improve real-time event selection at the LHC Thong Q. Nguyen Daniel Weitekamp D. Anderson R. Castello O. Cerri M. Pierini M. Spiropulu J. Vlimant 110 34 0 29 Jun 2018
Learning a Shared Shape Space for Multimodal Garment Design Tuanfeng Y. Wang Duygu Ceylan J. Popović Niloy J. Mitra 3DH AI4CE 107 134 0 29 Jun 2018
Gated Feedback Refinement Network for Coarse-to-Fine Dense Semantic Image Labeling Md. Amirul Islam Mrigank Rochan Shujon Naha Neil D. B. Bruce Yang Wang 38 22 0 29 Jun 2018
This Looks Like That: Deep Learning for Interpretable Image Recognition Chaofan Chen Oscar Li Chaofan Tao A. Barnett Jonathan Su Cynthia Rudin 281 1,191 0 27 Jun 2018
3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor Segmentation Yijie Huang Qi Dou Zixian Wang Li-Zhi Liu Ying Jin Chaozhuo Li Lisheng Wang Hao Chen R. Xu 77 58 0 27 Jun 2018
DeepObfuscation: Securing the Structure of Convolutional Neural Networks via Knowledge Distillation Hui Xu Yuxin Su Zirui Zhao Yangfan Zhou Michael R. Lyu Irwin King FedML 59 26 0 27 Jun 2018
Constructing Deep Neural Networks by Bayesian Network Structure Learning R. Y. Rohekar Shami Nisimov Yaniv Gurwicz G. Koren Gal Novik BDL 130 26 0 24 Jun 2018
DARTS: Differentiable Architecture Search Hanxiao Liu Karen Simonyan Yiming Yang 212 4,380 0 24 Jun 2018
Shape-from-Mask: A Deep Learning Based Human Body Shape Reconstruction from Binary Mask Images Zhongping Ji Xiao Qi Yigang Wang Gang Xu Peng Du Qing Wu 3DH 46 11 0 22 Jun 2018
Can Deep Learning Relax Endomicroscopy Hardware Miniaturization Requirements? S. Izadi Kathleen P. Moriarty Ghassan Hamarneh 57 4 0 21 Jun 2018
DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural Architectures Jin-Dong Dong A. Cheng Da-Cheng Juan Wei Wei Min Sun 73 182 0 21 Jun 2018
DEFRAG: Deep Euclidean Feature Representations through Adaptation on the Grassmann Manifold Breton L. Minnehan Andreas E. Savakis 16 2 0 20 Jun 2018
Doubly Nested Network for Resource-Efficient Inference Jaehong Kim Sungeun Hong Yongseok Choi Jiwon Kim 32 5 0 20 Jun 2018
Deep Global-Connected Net With The Generalized Multi-Piecewise ReLU Activation in Deep Learning Zhi Chen P. Ho 53 3 0 19 Jun 2018
Infrared and Visible Image Fusion with ResNet and zero-phase component analysis Hui Li Xiaojun Wu Tariq S. Durrani 76 281 0 19 Jun 2018
Deep Learning Classification of 3.5 GHz Band Spectrograms with Applications to Spectrum Sensing W. Max Lees Adam Wunderlich Peter J. Jeavons P. Hale M. Souryal 63 88 0 19 Jun 2018
Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep Neural Networks Jinghui Chen Dongruo Zhou Yiqi Tang Ziyan Yang Yuan Cao Quanquan Gu ODL 106 193 0 18 Jun 2018
RenderNet: A deep convolutional network for differentiable rendering from 3D shapes Thu Nguyen-Phuoc Chuan Li Stephen Balaban Yong-Liang Yang 3DV 136 154 0 18 Jun 2018
Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance Zhixin Shu M. Sahasrabudhe R. Güler Dimitris Samaras Nikos Paragios Iasonas Kokkinos CVBM 119 201 0 18 Jun 2018
DynMat, a network that can learn after learning J. H. Lee OffRL 101 5 0 16 Jun 2018
Three dimensional Deep Learning approach for remote sensing image classification A. Ben Hamida A. Benoît P. Lambert C. Ben Amar 102 587 0 15 Jun 2018
HGR-Net: A Fusion Network for Hand Gesture Segmentation and Recognition Amirhossein Dadashzadeh Alireza Tavakoli Targhi Maryam Tahmasbi Majid Mirmehdi SLR 34 74 0 14 Jun 2018
EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection Mohsen Ghafoorian C. Nugteren N. Baka Olaf Booij M. Hofmann GAN 66 201 0 14 Jun 2018
NetScore: Towards Universal Metrics for Large-scale Performance Analysis of Deep Neural Networks for Practical On-Device Edge Usage A. Wong HAI 70 68 0 14 Jun 2018
Identifying Recurring Patterns with Deep Neural Networks for Natural Image Denoising Zhihao Xia Ayan Chakrabarti 60 27 0 13 Jun 2018
The streaming rollout of deep networks - towards fully model-parallel execution Volker Fischer Jan M. Köhler Thomas Pfeil 71 16 0 13 Jun 2018
BA-Net: Dense Bundle Adjustment Network Chengzhou Tang P. Tan 3DV 93 289 0 13 Jun 2018
Delta-encoder: an effective sample synthesis method for few-shot object recognition Eli Schwartz Leonid Karlinsky J. Shtok Sivan Harary Mattias Marder Rogerio Feris Abhishek Kumar Raja Giryes A. Bronstein 255 357 0 12 Jun 2018
RepMet: Representative-based metric learning for classification and one-shot object detection Leonid Karlinsky J. Shtok Sivan Harary Eli Schwartz Mattias Marder Rogerio Feris Raja Giryes A. Bronstein VLM ObjD 145 320 0 12 Jun 2018
Knowledge Distillation by On-the-Fly Native Ensemble Xu Lan Xiatian Zhu S. Gong 298 482 0 12 Jun 2018
Sample Dropout for Audio Scene Classification Using Multi-Scale Dense Connected Convolutional Neural Network Dawei Feng Kele Xu Haibo Mi Feifan Liao Yan Zhou 38 8 0 12 Jun 2018
Automatic Ship Detection of Remote Sensing Images from Google Earth in Complex Scenes Based on Multi-Scale Rotation Dense Feature Pyramid Networks Xue Yang Hao Sun Kun Fu Jirui Yang Xian Sun Ming Yan Zhi Guo 201 481 0 12 Jun 2018
Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation Yue Zhang S. Miao Tommaso Mansi Rui Liao MedIm 80 206 0 11 Jun 2018
Full deep neural network training on a pruned weight budget Maximilian Golub G. Lemieux Mieszko Lis 85 28 0 11 Jun 2018
ATOMO: Communication-efficient Learning via Atomic Sparsification Hongyi Wang Scott Sievert Zachary B. Charles Shengchao Liu S. Wright Dimitris Papailiopoulos 95 356 0 11 Jun 2018
Dual Pattern Learning Networks by Empirical Dual Prediction Risk Minimization Haimin Zhang Min Xu 23 0 0 11 Jun 2018
Massively Parallel Video Networks João Carreira Viorica Patraucean L. Mazaré Andrew Zisserman Simon Osindero 73 42 0 11 Jun 2018
Data augmentation instead of explicit regularization Alex Hernández-García Peter König 111 144 0 11 Jun 2018
The Effect of Network Width on the Performance of Large-batch Training Lingjiao Chen Hongyi Wang Jinman Zhao Dimitris Papailiopoulos Paraschos Koutris 87 22 0 11 Jun 2018
State Space Representations of Deep Neural Networks Michael Hauser Sean Gunn S. Saab A. Ray AI4CE 54 14 0 11 Jun 2018
IVUS-Net: An Intravascular Ultrasound Segmentation Network Ji Yang Lin Tong M. Faraji A. Basu 29 68 0 10 Jun 2018
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 534 1,994 0 09 Jun 2018
Robust Semantic Segmentation with Ladder-DenseNet Models Ivan Kreso Marin Orsic Petra Bevandić Sinisa Segvic SSeg 63 12 0 09 Jun 2018
TAPAS: Tricks to Accelerate (encrypted) Prediction As a Service Amartya Sanyal Matt J. Kusner Adria Gascon Varun Kanade FedML 74 127 0 09 Jun 2018
Joint Stem Detection and Crop-Weed Classification for Plant-specific Treatment in Precision Farming Philipp Lottes Jens Behley Nived Chebrolu Andres Milioto C. Stachniss 51 68 0 09 Jun 2018