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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
Exploring the Regularity of Sparse Structure in Convolutional Neural Networks Huizi Mao Song Han Jeff Pool Wenshuo Li Xingyu Liu Yu Wang W. Dally 124 244 0 24 May 2017
Concrete Dropout Y. Gal Jiri Hron Alex Kendall BDL UQCV 189 593 0 22 May 2017
Shake-Shake regularization Xavier Gastaldi 3DPC BDL OOD 96 380 0 21 May 2017
Residual Squeeze VGG16 Hussam Qassim David Feinzimer Abhishek Verma VLM 33 21 0 05 May 2017
Analysis and Design of Convolutional Networks via Hierarchical Tensor Decompositions Nadav Cohen Or Sharir Yoav Levine Ronen Tamari David Yakira Amnon Shashua 128 38 0 05 May 2017
Compressing DMA Engine: Leveraging Activation Sparsity for Training Deep Neural Networks Minsoo Rhu Mike O'Connor Niladrish Chatterjee Jeff Pool S. Keckler 85 179 0 03 May 2017
Parseval Networks: Improving Robustness to Adversarial Examples Moustapha Cissé Piotr Bojanowski Edouard Grave Yann N. Dauphin Nicolas Usunier AAML 154 808 0 28 Apr 2017
Inception Recurrent Convolutional Neural Network for Object Recognition Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha 60 88 0 25 Apr 2017
Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning Takeru Miyato S. Maeda Masanori Koyama S. Ishii GAN 153 2,743 0 13 Apr 2017
Deep Extreme Multi-label Learning Wenjie Zhang Junchi Yan Xiangfeng Wang H. Zha 56 123 0 12 Apr 2017
Feature Squeezing: Detecting Adversarial Examples in Deep Neural Networks Weilin Xu David Evans Yanjun Qi AAML 102 1,278 0 04 Apr 2017
A Genetic Programming Approach to Designing Convolutional Neural Network Architectures Masanori Suganuma Shinichi Shirakawa T. Nagao 120 593 0 03 Apr 2017
Snapshot Ensembles: Train 1, get M for free Gao Huang Yixuan Li Geoff Pleiss Zhuang Liu John E. Hopcroft Kilian Q. Weinberger OOD FedML UQCV 150 954 0 01 Apr 2017
BEGAN: Boundary Equilibrium Generative Adversarial Networks David Berthelot Tom Schumm Luke Metz GAN 118 1,157 0 31 Mar 2017
Multi-Scale Dense Networks for Resource Efficient Image Classification Gao Huang Danlu Chen Tianhong Li Felix Wu Laurens van der Maaten Kilian Q. Weinberger VLM 73 139 0 29 Mar 2017
Learned Spectral Super-Resolution S. Galliani Charis Lanaras D. Marmanis E. Baltsavias Konrad Schindler SupR SSL 71 119 0 28 Mar 2017
SORT: Second-Order Response Transform for Visual Recognition Yan Wang Lingxi Xie Chenxi Liu Ya Zhang Wenjun Zhang Alan Yuille 68 53 0 20 Mar 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 408 4,725 0 15 Mar 2017
Massive Exploration of Neural Machine Translation Architectures D. Britz Anna Goldie Minh-Thang Luong Quoc V. Le 83 519 0 11 Mar 2017
Genetic CNN Lingxi Xie Alan Yuille 3DV 132 847 0 04 Mar 2017
Large-Scale Evolution of Image Classifiers Esteban Real Sherry Moore Andrew Selle Saurabh Saxena Y. Suematsu Jie Tan Quoc V. Le Alexey Kurakin 145 1,642 0 03 Mar 2017
On the Reconstruction of Face Images from Deep Face Templates Guangcan Mai Kai Cao Pong C. Yuen Anil K. Jain 3DH CVBM 129 185 0 02 Mar 2017
Evolving Deep Neural Networks Risto Miikkulainen J. Liang Elliot Meyerson Aditya Rawal Daniel Fink ... B. Raju Hormoz Shahrzad Arshak Navruzyan Nigel P. Duffy Babak Hodjat 110 891 0 01 Mar 2017
Skin Lesion Classification Using Hybrid Deep Neural Networks Amirreza Mahbod Gerald Schaefer Chunliang Wang R. Ecker Isabella Ellinger 70 215 0 27 Feb 2017
Low-Precision Batch-Normalized Activations Benjamin Graham MQ 79 9 0 27 Feb 2017
The Power of Sparsity in Convolutional Neural Networks Soravit Changpinyo Mark Sandler A. Zhmoginov 83 133 0 21 Feb 2017
Next-Step Conditioned Deep Convolutional Neural Networks Improve Protein Secondary Structure Prediction A. Busia Navdeep Jaitly 48 45 0 13 Feb 2017
A Novel Weight-Shared Multi-Stage CNN for Scale Robustness Ryo Takahashi Takashi Matsubara K. Uehara OOD 52 21 0 12 Feb 2017
Skip Connections Eliminate Singularities Emin Orhan Xaq Pitkow 102 25 0 31 Jan 2017
Fully Convolutional Architectures for Multi-Class Segmentation in Chest Radiographs A. A. Novikov Dimitrios Lenis David Major J. Hladůvka M. Wimmer Katja Bühler SSeg 122 220 0 30 Jan 2017
The HASYv2 dataset Martin Thoma VLM 55 36 0 29 Jan 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 296 1,546 0 25 Jan 2017
Regularizing Neural Networks by Penalizing Confident Output Distributions Gabriel Pereyra George Tucker J. Chorowski Lukasz Kaiser Geoffrey E. Hinton NoLa 170 1,141 0 23 Jan 2017
Image De-raining Using a Conditional Generative Adversarial Network He Zhang Vishwanath A. Sindagi Vishal M. Patel GAN 186 1,026 0 21 Jan 2017
Improved Stereo Matching with Constant Highway Networks and Reflective Confidence Learning Amit Shaked Lior Wolf 3DV 152 199 0 31 Dec 2016
Steerable CNNs Taco S. Cohen Max Welling BDL 147 499 0 27 Dec 2016
Highway and Residual Networks learn Unrolled Iterative Estimation Klaus Greff R. Srivastava Jürgen Schmidhuber AI4TS 124 216 0 22 Dec 2016
Spatially Adaptive Computation Time for Residual Networks Michael Figurnov Maxwell D. Collins Yukun Zhu Li Zhang Jonathan Huang Dmitry Vetrov Ruslan Salakhutdinov 75 351 0 07 Dec 2016
Deep Pyramidal Residual Networks with Separated Stochastic Depth Yoshihiro Yamada Masakazu Iwamura K. Kise 63 27 0 05 Dec 2016
A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images David Vázquez Jorge Bernal F. Sánchez Gloria Fernández-Esparrach Antonio M. López Adriana Romero M. Drozdzal Aaron Courville 3DV 189 646 0 02 Dec 2016
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation S. Jégou M. Drozdzal David Vazquez Adriana Romero Yoshua Bengio SSeg 220 1,581 0 28 Nov 2016
EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces Vernon J. Lawhern Amelia J. Solon Nicholas R. Waytowich Stephen M. Gordon C. Hung Brent Lance OOD 150 2,924 0 23 Nov 2016
Deep Convolutional Neural Networks with Merge-and-Run Mappings Liming Zhao Jingdong Wang Xi Li Zhuowen Tu Yueting Zhuang MoMe 107 68 0 23 Nov 2016
Temporal Generative Adversarial Nets with Singular Value Clipping Masaki Saito Eiichi Matsumoto Shunta Saito GAN 103 450 0 21 Nov 2016
PolyNet: A Pursuit of Structural Diversity in Very Deep Networks Xingcheng Zhang Zhizhong Li Chen Change Loy Dahua Lin MDE 65 261 0 17 Nov 2016
DelugeNets: Deep Networks with Efficient and Flexible Cross-layer Information Inflows Jason Kuen Xiangfei Kong G. Wang Yap-Peng Tan 54 14 0 17 Nov 2016
Deep Feature Interpolation for Image Content Changes P. Upchurch Jacob V. Gardner Geoff Pleiss Robert Pless Noah Snavely Kavita Bala Kilian Q. Weinberger 118 309 0 16 Nov 2016
Identity Matters in Deep Learning Moritz Hardt Tengyu Ma OOD 101 399 0 14 Nov 2016
Variational Lossy Autoencoder Xi Chen Diederik P. Kingma Tim Salimans Yan Duan Prafulla Dhariwal John Schulman Ilya Sutskever Pieter Abbeel DRL SSL GAN 180 676 0 08 Nov 2016
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 517 5,388 0 05 Nov 2016