Training Very Deep Networks

22 July 2015

Papers citing "Training Very Deep Networks"

50 / 559 papers shown

Title
Cascaded Coarse-to-Fine Deep Kernel Networks for Efficient Satellite Image Change Detection H. Sahbi 6 0 0 21 Dec 2018
Dynamic Transfer Learning for Named Entity Recognition Parminder Bhatia Kristjan Arumae B. Celikkaya 40 24 0 13 Dec 2018
Layer Flexible Adaptive Computational Time Lida Zhang Abdolghani Ebrahimi Diego Klabjan AI4CE 36 1 0 06 Dec 2018
Attention-based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions Masanori Suganuma Xing Liu Takayuki Okatani 85 82 0 03 Dec 2018
Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization Siyuan Qiao Zhe-nan Lin Jianming Zhang Alan Yuille 13 23 0 02 Dec 2018
An overview of deep learning in medical imaging focusing on MRI A. Lundervold A. Lundervold OOD 22 1,609 0 25 Nov 2018
On a Sparse Shortcut Topology of Artificial Neural Networks Fenglei Fan Dayang Wang Hengtao Guo Qikui Zhu Pingkun Yan Ge Wang Hengyong Yu 38 22 0 22 Nov 2018
PydMobileNet: Improved Version of MobileNets with Pyramid Depthwise Separable Convolution Van-Thanh Hoang K. Jo 21 3 0 17 Nov 2018
Detecting The Objects on The Road Using Modular Lightweight Network Sen Cao Yazhou Liu P. Lasang Shengmei Shen ObjD 19 7 0 16 Nov 2018
A Convergence Theory for Deep Learning via Over-Parameterization Zeyuan Allen-Zhu Yuanzhi Li Zhao Song AI4CE ODL 72 1,448 0 09 Nov 2018
Effective Subword Segmentation for Text Comprehension ZhuoSheng Zhang Antonio Lieto Kangwei Ling Jiangtong Li Z. Li Shexia He Guohong Fu 25 27 0 06 Nov 2018
Discrimination-aware Channel Pruning for Deep Neural Networks Zhuangwei Zhuang Mingkui Tan Bohan Zhuang Jing Liu Yong Guo Qingyao Wu Junzhou Huang Jin-Hui Zhu 25 595 0 28 Oct 2018
Structure Learning of Deep Networks via DNA Computing Algorithm G. Zhong Tao Li Wenxue Liu Yang Chen 34 4 0 25 Oct 2018
Sequenced-Replacement Sampling for Deep Learning C. Ho Dae Hoon Park Wei Yang Yi Chang 24 0 0 19 Oct 2018
Dropout as a Structured Shrinkage Prior Eric T. Nalisnick José Miguel Hernández-Lobato Padhraic Smyth BDL UQCV 14 1 0 09 Oct 2018
Reconciling Feature-Reuse and Overfitting in DenseNet with Specialized Dropout Kun Wan Boyuan Feng Lingwei Xie Yufei Ding 23 11 0 28 Sep 2018
Direct optimization of F-measure for retrieval-based personal question answering Rasool Fakoor Amanjit Kainth Siamak Shakeri C. Winestock Abdel-rahman Mohamed R. Sarikaya 19 3 0 28 Sep 2018
Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation Xiao Liu Zhunchen Luo Heyan Huang GNN 18 343 0 24 Sep 2018
Explicit Contextual Semantics for Text Comprehension ZhuoSheng Zhang Yuwei Wu Z. Li Hai Zhao 26 29 0 08 Sep 2018
MDCN: Multi-Scale, Deep Inception Convolutional Neural Networks for Efficient Object Detection Wenchi Ma Yuanwei Wu Zongbo Wang Guanghui Wang ObjD 32 25 0 06 Sep 2018
Learning User Preferences and Understanding Calendar Contexts for Event Scheduling Donghyeon Kim Jinhyuk Lee Donghee Choi Jaehoon Choi Jaewoo Kang AI4TS 19 13 0 05 Sep 2018
Fully Dense UNet for 2D Sparse Photoacoustic Tomography Artifact Removal Steven Guan Amir A. Khan S. Sikdar P. Chitnis 36 405 0 31 Aug 2018
Syntactic Scaffolds for Semantic Structures Swabha Swayamdipta Sam Thomson Kenton Lee Luke Zettlemoyer Chris Dyer Noah A. Smith 26 96 0 30 Aug 2018
WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse Manaal Faruqui Ellie Pavlick Ian Tenney Dipanjan Das KELM 41 48 0 28 Aug 2018
Dissecting Contextual Word Embeddings: Architecture and Representation Matthew E. Peters Mark Neumann Luke Zettlemoyer Wen-tau Yih 35 428 0 27 Aug 2018
CU-Net: Coupled U-Nets Zhiqiang Tang Xi Peng Shijie Geng Yizhe Zhu Dimitris N. Metaxas 22 44 0 20 Aug 2018
Building medical image classifiers with very limited data using segmentation networks Ken C. L. Wong T. Syeda-Mahmood Mehdi Moradi 30 65 0 15 Aug 2018
Collapse of Deep and Narrow Neural Nets Lu Lu Yanhui Su George Karniadakis ODL 27 153 0 15 Aug 2018
Automatically designing CNN architectures using genetic algorithm for image classification Yizhou Sun Bing Xue Mengjie Zhang Gary G. Yen 3DV 27 603 0 11 Aug 2018
Relational dynamic memory networks Trang Pham T. Tran Svetha Venkatesh GNN 21 3 0 10 Aug 2018
Analyzing Human-Human Interactions: A Survey Alexandros Stergiou R. Poppe 32 14 0 31 Jul 2018
End-to-end Deep Learning from Raw Sensor Data: Atrial Fibrillation Detection using Wearables Igor Gotlibovych Stuart Crawford Dileep Goyal Jiaqi Liu Yaniv Kerem D. Benaron Defne Yilmaz G. Marcus Yihan Li 12 44 0 27 Jul 2018
Unbounded Output Networks for Classification Stefan Elfwing E. Uchibe Kenji Doya 27 0 0 25 Jul 2018
Text Classification based on Multiple Block Convolutional Highways S. M. Rezaeinia A. Ghodsi R. Rahmani AI4TS 19 5 0 23 Jul 2018
Deep Enhanced Representation for Implicit Discourse Relation Recognition Hongxiao Bai Zhao Hai 33 92 0 13 Jul 2018
Prostate Segmentation using 2D Bridged U-net Wanli Chen Yue Zhang Junjun He Yu Qiao Yifan Chen Hongjian Shi Xiaoying Tang SSeg 3DV 22 32 0 12 Jul 2018
Volumetric performance capture from minimal camera viewpoints Andrew Gilbert M. Volino John Collomosse A. Hilton 6 50 0 05 Jul 2018
A New Benchmark and Progress Toward Improved Weakly Supervised Learning Jason Ramapuram Russ Webb SSL 19 3 0 30 Jun 2018
Exploring Architectures for CNN-Based Word Spotting E. Rusakov Sebastian Sudholt Fabian Wolf G. Fink 6 11 0 28 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 22 11 0 22 Jun 2018
Deep Global-Connected Net With The Generalized Multi-Piecewise ReLU Activation in Deep Learning Zhi Chen P. Ho 22 3 0 19 Jun 2018
Semi-tied Units for Efficient Gating in LSTM and Highway Networks Chao Zhang P. Woodland 30 3 0 18 Jun 2018
A Deep Neural Network Surrogate for High-Dimensional Random Partial Differential Equations M. A. Nabian Hadi Meidani AI4CE 11 100 0 08 Jun 2018
Exploring Feature Reuse in DenseNet Architectures Andy Hess 17 6 0 05 Jun 2018
IGCV3: Interleaved Low-Rank Group Convolutions for Efficient Deep Neural Networks Ke Sun Mingjie Li Dong Liu Jingdong Wang 45 126 0 01 Jun 2018
Polyglot Semantic Role Labeling Phoebe Mulcaire Swabha Swayamdipta Noah A. Smith VLM 14 46 0 29 May 2018
Learning From Less Data: Diversified Subset Selection and Active Learning in Image Classification Tasks Vishal Kaushal Anurag Sahoo Khoshrav Doctor Narasimha Raju Uppalapati Suyash Shetty Pankaj Singh Rishabh K. Iyer Ganesh Ramakrishnan VLM 13 10 0 28 May 2018
Deep Watershed Detector for Music Object Recognition Lukas Tuggener Ismail Elezi Jürgen Schmidhuber Thilo Stadelmann 19 39 0 26 May 2018
Deep Learning Estimation of Absorbed Dose for Nuclear Medicine Diagnostics Luciano Melodia 13 2 0 23 May 2018
Deep Predictive Coding Network with Local Recurrent Processing for Object Recognition Kuan Han Haiguang Wen Yizhen Zhang Di Fu Eugenio Culurciello Zhongming Liu 30 70 0 19 May 2018