Training Very Deep Networks

22 July 2015

Papers citing "Training Very Deep Networks"

50 / 559 papers shown

Title
Attention routing between capsules Jaewoong Choi Hyun Seo Suii Im Myungju Kang 6 73 0 03 Jul 2019
Random Vector Functional Link Neural Network based Ensemble Deep Learning Rakesh Katuwal Ponnuthurai Nagaratnam Suganthan M. Tanveer 24 156 0 30 Jun 2019
RFBNet: Deep Multimodal Networks with Residual Fusion Blocks for RGB-D Semantic Segmentation Liuyuan Deng Ming Yang Tianyi Li Yuesheng He Chunxiang Wang 29 61 0 29 Jun 2019
Exploring Self-Supervised Regularization for Supervised and Semi-Supervised Learning Phi Vu Tran SSL 14 16 0 25 Jun 2019
Semi-Supervised Learning for Cancer Detection of Lymph Node Metastases Amit Kumar Jaiswal Ivan Panshin D. Shulkin Nagender Aneja Samuel Abramov SSL MedIm 31 23 0 23 Jun 2019
A Unified Speaker Adaptation Method for Speech Synthesis using Transcribed and Untranscribed Speech with Backpropagation Hieu-Thi Luong Junichi Yamagishi 40 10 0 18 Jun 2019
Low-resource Deep Entity Resolution with Transfer and Active Learning Jungo Kasai Kun Qian Sairam Gurajada Yunyao Li Lucian Popa 6 136 0 17 Jun 2019
Topological Data Analysis for Arrhythmia Detection through Modular Neural Networks Meryll Dindin Yuhei Umeda Frédéric Chazal 16 45 0 13 Jun 2019
HGC: Hierarchical Group Convolution for Highly Efficient Neural Network Xukai Xie Yuan Zhou S. Kung 20 3 0 09 Jun 2019
What and Where to Translate: Local Mask-based Image-to-Image Translation Wonwoong Cho Seunghwan Choi Junwoo Park D. Park Tao Qin Jaegul Choo 18 1 0 09 Jun 2019
Quadratic Suffices for Over-parametrization via Matrix Chernoff Bound Zhao Song Xin Yang 20 91 0 09 Jun 2019
Seq-SetNet: Exploring Sequence Sets for Inferring Structures Fusong Ju Jianwei Zhu Guozheng Wei Qi Zhang Shiwei Sun Dongbo Bu 24 2 0 06 Jun 2019
Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift Yaniv Ovadia Emily Fertig Jie Jessie Ren Zachary Nado D. Sculley Sebastian Nowozin Joshua V. Dillon Balaji Lakshminarayanan Jasper Snoek UQCV 65 1,658 0 06 Jun 2019
Learning Representations by Maximizing Mutual Information Across Views Philip Bachman R. Devon Hjelm William Buchwalter SSL 96 1,457 0 03 Jun 2019
Improving Open Information Extraction via Iterative Rank-Aware Learning Zhengbao Jiang Pengcheng Yin Graham Neubig 21 11 0 31 May 2019
RecNets: Channel-wise Recurrent Convolutional Neural Networks George Retsinas Athena Elafrou G. Goumas Petros Maragos 20 2 0 28 May 2019
DIANet: Dense-and-Implicit Attention Network Zhongzhan Huang Senwei Liang Mingfu Liang Haizhao Yang CVBM 22 57 0 25 May 2019
Not All Features Are Equal: Feature Leveling Deep Neural Networks for Better Interpretation Yingjing Lu Runde Yang MILM 16 2 0 24 May 2019
Training CNNs with Selective Allocation of Channels Jongheon Jeong Jinwoo Shin CVBM 39 15 0 11 May 2019
Spatial-Spectral Feature Extraction via Deep ConvLSTM Neural Networks for Hyperspectral Image Classification Wen-Shuai Hu Hengchao Li Lei Pan Wei Li R. Tao Q. Du 27 150 0 09 May 2019
Multi-level Encoder-Decoder Architectures for Image Restoration Indra Deep Mastan Shanmuganathan Raman SupR 17 16 0 01 May 2019
PR Product: A Substitute for Inner Product in Neural Networks Zhennan Wang Wenbin Zou Chen Xu 28 6 0 30 Apr 2019
Progressive Differentiable Architecture Search: Bridging the Depth Gap between Search and Evaluation Xin Chen Lingxi Xie Jun Wu Qi Tian AI4TS MQ 21 659 0 29 Apr 2019
$DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning$ DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning Artur L. F. Souza Leonardo B. Oliveira Sabine Hollatz Matthew Feldman K. Olukotun J. Holton A. Cohen Luigi Nardi 16 8 0 26 Apr 2019
DeepCaps: Going Deeper with Capsule Networks Jathushan Rajasegaran Vinoj Jayasundara S. Jayasekara Hirunima Jayasekara Suranga Seneviratne Ranga Rodrigo 3DPC 19 192 0 21 Apr 2019
ChoiceNet: CNN learning through choice of multiple feature map representations Farshid Rayhan Aphrodite Galata Tim Cootes SSeg 19 6 0 20 Apr 2019
Feature Fusion for Online Mutual Knowledge Distillation Jangho Kim Minsung Hyun Inseop Chung Nojun Kwak FedML 26 91 0 19 Apr 2019
Compressing deep neural networks by matrix product operators Ze-Feng Gao Song Cheng Rong-Qiang He Z. Xie Hui-Hai Zhao Zhong-Yi Lu Tao Xiang 23 39 0 11 Apr 2019
Generalizing from a Few Examples: A Survey on Few-Shot Learning Yaqing Wang Quanming Yao James T. Kwok L. Ni 39 1,793 0 10 Apr 2019
Nucleus Neural Network: A Data-driven Self-organized Architecture Jia Liu Maoguo Gong Haibo He 14 2 0 08 Apr 2019
ANTNets: Mobile Convolutional Neural Networks for Resource Efficient Image Classification Yunyang Xiong Hyunwoo Kim Varsha Hedau 48 19 0 07 Apr 2019
Cross-lingual transfer learning for spoken language understanding Q. Do Judith Gaspers 32 20 0 03 Apr 2019
GFF: Gated Fully Fusion for Semantic Segmentation Xiangtai Li Houlong Zhao Lei Han Yunhai Tong Kuiyuan Yang 20 193 0 03 Apr 2019
On Arrhythmia Detection by Deep Learning and Multidimensional Representation K. S. Rajput Sandi Wibowo Chen Hao M. Majmudar AI4TS 16 15 0 30 Mar 2019
RAP-Net: Recurrent Attention Pooling Networks for Dialogue Response Selection Chao-Wei Huang Ting-Rui Chiang Shang-Yu Su Yun-Nung Chen 21 3 0 21 Mar 2019
DC-SPP-YOLO: Dense Connection and Spatial Pyramid Pooling Based YOLO for Object Detection Zhanchao Huang Jianlin Wang Xuesong Fu Tao Yu Yongqi Guo Rutong Wang ObjD 19 302 0 20 Mar 2019
Deep Octonion Networks Jiasong Wu Ling Xu Youyong Kong L. Senhadji H. Shu 36 42 0 20 Mar 2019
Advanced Capsule Networks via Context Awareness N. H. Phong B. Ribeiro 17 17 0 18 Mar 2019
A Hybrid GA-PSO Method for Evolving Architecture and Short Connections of Deep Convolutional Neural Networks Bin Wang Yizhou Sun Bing Xue Mengjie Zhang 22 30 0 10 Mar 2019
Adversarial Neural Network Inversion via Auxiliary Knowledge Alignment Ziqi Yang E. Chang Zhenkai Liang MLAU 33 60 0 22 Feb 2019
Hybrid Models with Deep and Invertible Features Eric T. Nalisnick Akihiro Matsukawa Yee Whye Teh Dilan Görür Balaji Lakshminarayanan BDL DRL 20 99 0 07 Feb 2019
Unsupervised Polyglot Text To Speech Eliya Nachmani Lior Wolf 16 42 0 06 Feb 2019
ColorNet: Investigating the importance of color spaces for image classification Shreyank N. Gowda C. Yuan 23 126 0 01 Feb 2019
A Survey of the Recent Architectures of Deep Convolutional Neural Networks Asifullah Khan A. Sohail Umme Zahoora Aqsa Saeed Qureshi OOD 65 2,271 0 17 Jan 2019
Context Aware Machine Learning Yun Zeng 19 3 0 10 Jan 2019
A^2-Net: Molecular Structure Estimation from Cryo-EM Density Volumes Kui Xu Zhe Wang Jianping Shi Hongsheng Li Q. Zhang 3DV 30 40 0 03 Jan 2019
Learning From Less Data: A Unified Data Subset Selection and Active Learning Framework for Computer Vision Vishal Kaushal Rishabh K. Iyer Suraj Kothawade Rohan Mahadev Khoshrav Doctor Ganesh Ramakrishnan 22 89 0 03 Jan 2019
Accurate, Data-Efficient, Unconstrained Text Recognition with Convolutional Neural Networks Mohamed Yousef K. Hussain U. S. Mohammed 3DV 26 124 0 31 Dec 2018
Exploring Weight Symmetry in Deep Neural Networks S. Hu Sergey Zagoruyko N. Komodakis 13 33 0 28 Dec 2018
Graph Transformation Policy Network for Chemical Reaction Prediction Kien Do T. Tran Svetha Venkatesh 30 158 0 22 Dec 2018