Deep Networks with Stochastic Depth

30 March 2016

Gao Huang

Papers citing "Deep Networks with Stochastic Depth"

50 / 477 papers shown

Title
Fine-Grained Age Estimation in the wild with Attention LSTM Networks Ke Zhang Na Liu Xingfang Yuan Xinyao Guo Ce Gao Zhenbing Zhao Zhanyu Ma CVBM 19 102 0 26 May 2018
Faster Neural Network Training with Approximate Tensor Operations Menachem Adelman Kfir Y. Levy Ido Hakimi M. Silberstein 29 26 0 21 May 2018
Born Again Neural Networks Tommaso Furlanello Zachary Chase Lipton Michael Tschannen Laurent Itti Anima Anandkumar 36 1,020 0 12 May 2018
Image Super-Resolution via Dual-State Recurrent Networks Wei Han Shiyu Chang Ding Liu Mo Yu Michael Witbrock Thomas S. Huang SupR 22 215 0 07 May 2018
QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension Adams Wei Yu David Dohan Minh-Thang Luong Rui Zhao Kai Chen Mohammad Norouzi Quoc V. Le RALM AIMat 35 1,091 0 23 Apr 2018
Shaking Acoustic Spectral Sub-bands Can Better Regularize Learning in Affective Computing Che-Wei Huang Shrikanth Narayanan 21 4 0 18 Apr 2018
IGCV $2$ : Interleaved Structured Sparse Convolutional Neural Networks Guotian Xie Jingdong Wang Ting Zhang Jianhuang Lai Richang Hong Guo-Jun Qi 16 105 0 17 Apr 2018
DCAN: Dual Channel-wise Alignment Networks for Unsupervised Scene Adaptation Zuxuan Wu Xintong Han Yen-Liang Lin M. Uzunbas Tom Goldstein Ser Nam Lim L. Davis 24 263 0 16 Apr 2018
SparseNet: A Sparse DenseNet for Image Classification Wenqian Liu Kun Zeng 3DH 26 31 0 15 Apr 2018
Training DNNs with Hybrid Block Floating Point M. Drumond Tao R. Lin Martin Jaggi Babak Falsafi 25 94 0 04 Apr 2018
A Survey of Deep Learning Techniques for Mobile Robot Applications Jahanzaib Shabbir T. Anwer 21 35 0 20 Mar 2018
HENet:A Highly Efficient Convolutional Neural Networks Optimized for Accuracy, Speed and Storage Qiuyu Zhu Ruixin Zhang 3DH 23 5 0 07 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 29 873 0 03 Mar 2018
Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet S. H. HasanPour Mohammad Rouhani Mohsen Fayyaz Mohammad Sabokrou Ehsan Adeli 50 45 0 17 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 25 3 0 01 Feb 2018
Deep Learning Works in Practice. But Does it Work in Theory? L. Hoang R. Guerraoui PINN 33 3 0 31 Jan 2018
Sparsely Aggregated Convolutional Networks Ligeng Zhu Ruizhi Deng Michael Maire Zhiwei Deng Greg Mori P. Tan 3DPC 32 9 0 18 Jan 2018
Boundary Optimizing Network (BON) Marco Singh A. Pai 17 0 0 08 Jan 2018
Implementation of Deep Convolutional Neural Network in Multi-class Categorical Image Classification P. Murugan 30 18 0 03 Jan 2018
The exploding gradient problem demystified - definition, prevalence, impact, origin, tradeoffs, and solutions George Philipp D. Song J. Carbonell ODL 35 46 0 15 Dec 2017
Regularization and Optimization strategies in Deep Convolutional Neural Network P. Murugan S. Durairaj 29 47 0 13 Dec 2017
Convolutional Networks with Adaptive Inference Graphs Andreas Veit Serge J. Belongie OOD GNN 38 382 0 30 Nov 2017
Learning Channel Inter-dependencies at Multiple Scales on Dense Networks for Face Recognition Qiangchang Wang G. Guo Mohammad Iqbal Nouyed CVBM 32 1 0 28 Nov 2017
SkipNet: Learning Dynamic Routing in Convolutional Networks Xin Wang Feng Yu Zi-Yi Dou Trevor Darrell Joseph E. Gonzalez 36 625 0 26 Nov 2017
ForestHash: Semantic Hashing With Shallow Random Forests and Tiny Convolutional Networks Qiang Qiu José Lezama A. Bronstein Guillermo Sapiro 23 8 0 22 Nov 2017
Block-Cyclic Stochastic Coordinate Descent for Deep Neural Networks Kensuke Nakamura Stefano Soatto Byung-Woo Hong BDL ODL 43 6 0 20 Nov 2017
AOGNets: Compositional Grammatical Architectures for Deep Learning Xilai Li Xi Song Tianfu Wu 34 25 0 15 Nov 2017
Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask S. I. Mimilakis K. Drossos J. F. Santos G. Schuller Tuomas Virtanen Yoshua Bengio 33 40 0 04 Nov 2017
Age Group and Gender Estimation in the Wild with Deep RoR Architecture Ke Zhang Ce Gao Liru Guo Miao Sun Xingfang Yuan T. Han Zhenbing Zhao Baogang Li CVBM 14 113 0 09 Oct 2017
Pyramidal RoR for Image Classification Ke Zhang Liru Guo Ce Gao Zhenbing Zhao 38 20 0 01 Oct 2017
Riemannian approach to batch normalization Minhyung Cho Jaehyung Lee 29 93 0 27 Sep 2017
Reversible Architectures for Arbitrarily Deep Residual Neural Networks B. Chang Lili Meng E. Haber Lars Ruthotto David Begert E. Holtham AI4CE 30 261 0 12 Sep 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 57 26,038 0 05 Sep 2017
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks Victor Campos Brendan Jou Xavier Giró-i-Nieto Jordi Torres Shih-Fu Chang 21 217 0 22 Aug 2017
Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation Binghui Chen Weihong Deng Junping Du 25 125 0 12 Aug 2017
Tensor Regression Networks Jean Kossaifi Zachary Chase Lipton Arinbjorn Kolbeinsson Aran Khanna Tommaso Furlanello Anima Anandkumar 3DV 43 145 0 26 Jul 2017
Orthogonal and Idempotent Transformations for Learning Deep Neural Networks Jingdong Wang Yajie Xing Kexin Zhang Cha Zhang 129 2 0 19 Jul 2017
Interleaved Group Convolutions for Deep Neural Networks Ting Zhang Guo-Jun Qi Bin Xiao Jingdong Wang 33 81 0 10 Jul 2017
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network Zizhao Zhang Yuanpu Xie Fuyong Xing M. McGough L. Yang MedIm 18 301 0 08 Jul 2017
GM-Net: Learning Features with More Efficiency Yujia Chen Ce Li 21 6 0 21 Jun 2017
FreezeOut: Accelerate Training by Progressively Freezing Layers Andrew Brock Theodore Lim J. Ritchie Nick Weston 19 123 0 15 Jun 2017
Segmentation of Intracranial Arterial Calcification with Deeply Supervised Residual Dropout Networks Gerda Bortsova Gijs van Tulder Florian Dubost Tingying Peng Nassir Navab A. van der Lugt D. Bos Marleen de Bruijne 26 15 0 04 Jun 2017
Compressing DMA Engine: Leveraging Activation Sparsity for Training Deep Neural Networks Minsoo Rhu Mike O'Connor Niladrish Chatterjee Jeff Pool S. Keckler 27 176 0 03 May 2017
Parseval Networks: Improving Robustness to Adversarial Examples Moustapha Cissé Piotr Bojanowski Edouard Grave Yann N. Dauphin Nicolas Usunier AAML 59 797 0 28 Apr 2017
Residual Attention Network for Image Classification Fei Wang Mengqing Jiang Chao Qian Shuo Yang Cheng Li Honggang Zhang Xiaogang Wang Xiaoou Tang 66 3,288 0 23 Apr 2017
Snapshot Ensembles: Train 1, get M for free Gao Huang Yixuan Li Geoff Pleiss Zhuang Liu J. Hopcroft Kilian Q. Weinberger OOD FedML UQCV 45 935 0 01 Apr 2017
Multi-Scale Dense Networks for Resource Efficient Image Classification Gao Huang Danlu Chen Tianhong Li Felix Wu L. V. D. van der Maaten Kilian Q. Weinberger VLM 24 137 0 29 Mar 2017
SORT: Second-Order Response Transform for Visual Recognition Yan Wang Lingxi Xie Chenxi Liu Ya Zhang Wenjun Zhang Alan Yuille 25 53 0 20 Mar 2017
DropRegion Training of Inception Font Network for High-Performance Chinese Font Recognition Shuangping Huangm Zhuoyao Zhong Lianwen Jin Shuye Zhang Haobin Wang 23 18 0 17 Mar 2017
Genetic CNN Lingxi Xie Alan Yuille 3DV 53 836 0 04 Mar 2017