Deeply-Supervised Nets

18 September 2014

Chen-Yu Lee

Papers citing "Deeply-Supervised Nets"

50 / 855 papers shown

Title
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 29 875 0 03 Mar 2018
Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai Wei-Chih Hung S. Schulter Kihyuk Sohn Ming-Hsuan Yang Manmohan Chandraker OOD SSeg 25 1,529 0 28 Feb 2018
L1-Norm Batch Normalization for Efficient Training of Deep Neural Networks Shuang Wu Guoqi Li Lei Deng Liu Liu Yuan Xie Luping Shi 20 117 0 27 Feb 2018
Photographic Text-to-Image Synthesis with a Hierarchically-nested Adversarial Network Zizhao Zhang Yuanpu Xie Ling Yang EGVM 32 304 0 26 Feb 2018
Residual Dense Network for Image Super-Resolution Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 23 3,287 0 24 Feb 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 Predictive Coding Network for Object Recognition Haiguang Wen Kuan Han Junxing Shi Yizhen Zhang Eugenio Culurciello Zhongming Liu 18 83 0 13 Feb 2018
Training and Inference with Integers in Deep Neural Networks Shuang Wu Guoqi Li F. Chen Luping Shi MQ 41 389 0 13 Feb 2018
Mixed Link Networks Wenhai Wang Xiang Li Jian Yang Tong Lu 19 53 0 06 Feb 2018
A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin Alican Bozkurt Kivanc Kose C. Alessi-Fox M. Gill Dana H. Brooks Jennifer G. Dy M. Rajadhyaksha 35 25 0 05 Feb 2018
Personalized Machine Learning for Robot Perception of Affect and Engagement in Autism Therapy Ognjen Rudovic Jaeryoung Lee Miles Dai Bjorn Schuller Rosalind W. Picard 35 271 0 04 Feb 2018
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 228 1,388 0 01 Feb 2018
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks Jason Kuen Xiangfei Kong Zhe Lin G. Wang Jianxiong Yin Simon See Yap-Peng Tan BDL 30 25 0 29 Jan 2018
Generative Image Inpainting with Contextual Attention Jiahui Yu Zhe Lin Jimei Yang Xiaohui Shen Xin Lu Thomas S. Huang GAN DiffM 49 2,247 0 24 Jan 2018
MRI Cross-Modality NeuroImage-to-NeuroImage Translation Qianye Yang Nannan Li Zixu Zhao Xingyu Fan E. Chang Yan Xu MedIm 12 27 0 22 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
Understanding the Disharmony between Dropout and Batch Normalization by Variance Shift Xiang Li Shuo Chen Xiaolin Hu Jian Yang 39 309 0 16 Jan 2018
Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly M. Opitz Georg Waltner Horst Possegger Horst Bischof FedML OOD 34 166 0 15 Jan 2018
Non-Rigid Image Registration Using Self-Supervised Fully Convolutional Networks without Training Data Hongming Li Yong-Xian Fan MedIm 11 154 0 11 Jan 2018
Recognizing Material Properties from Images Gabriel Schwartz Ko Nishino 27 66 0 09 Jan 2018
Deep Supervision with Intermediate Concepts Chi Li M. Zia Quoc-Huy Tran Xiang Yu Gregory Hager Manmohan Chandraker 21 75 0 08 Jan 2018
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks Yupei Wang Xin Zhao Yin Li Kaiqi Huang 36 77 0 08 Jan 2018
Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation Huazhu Fu Jun Cheng Yanwu Xu D. Wong Jiang-Dong Liu Xiaochun Cao MedIm 16 733 0 03 Jan 2018
Improved Inception-Residual Convolutional Neural Network for Object Recognition Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha V. Asari 48 116 0 28 Dec 2017
NDT: Neual Decision Tree Towards Fully Functioned Neural Graph Han Xiao 13 16 0 16 Dec 2017
CNNs are Globally Optimal Given Multi-Layer Support Chen Huang Chen Kong Simon Lucey ODL 36 0 0 07 Dec 2017
OLÉ: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning José Lezama Qiang Qiu Pablo Musé Guillermo Sapiro 35 78 0 05 Dec 2017
A 3D Coarse-to-Fine Framework for Volumetric Medical Image Segmentation Zhuotun Zhu Yingda Xia Wei-Che Shen Elliot K. Fishman Alan Yuille 27 133 0 01 Dec 2017
Learning to Adapt by Minimizing Discrepancy Alexander Ororbia P. Haffner David Reitter C. Lee Giles AI4TS 23 28 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
Learning Less-Overlapping Representations P. Xie Hongbao Zhang Eric Xing 30 3 0 25 Nov 2017
Gradually Updated Neural Networks for Large-Scale Image Recognition Siyuan Qiao Zhishuai Zhang Wei Shen Bo Wang Alan Yuille 24 16 0 25 Nov 2017
CondenseNet: An Efficient DenseNet using Learned Group Convolutions Gao Huang Shichen Liu Laurens van der Maaten Kilian Q. Weinberger 50 796 0 25 Nov 2017
Wasserstein Introspective Neural Networks Kwonjoon Lee Weijian Xu Fan Fan Zhuowen Tu 32 57 0 24 Nov 2017
Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep Networks Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 38 510 0 23 Nov 2017
Unsupervised End-to-end Learning for Deformable Medical Image Registration Siyuan Shan Wen Yan Xiaoqing Guo E. Chang Yubo Fan Yan Xu MedIm 38 49 0 23 Nov 2017
Regularization of Deep Neural Networks with Spectral Dropout Salman Khan Munawar Hayat Fatih Porikli 25 102 0 23 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
Deep supervised learning using local errors Hesham Mostafa V. Ramesh Gert Cauwenberghs 41 113 0 17 Nov 2017
Exploiting Layerwise Convexity of Rectifier Networks with Sign Constrained Weights Senjian An F. Boussaïd Bennamoun Ferdous Sohel 14 1 0 14 Nov 2017
D-PCN: Parallel Convolutional Networks for Image Recognition via a Discriminator Shiqi Yang G. Peng 24 2 0 12 Nov 2017
Neural Skill Transfer from Supervised Language Tasks to Reading Comprehension Todor Mihaylov Zornitsa Kozareva Anette Frank 33 5 0 10 Nov 2017
Online Deep Learning: Learning Deep Neural Networks on the Fly Doyen Sahoo Quang Pham Jing Lu Guosheng Lin OnRL AI4CE 37 317 0 10 Nov 2017
Automatic calcium scoring in low-dose chest CT using deep neural networks with dilated convolutions Nikolas Lessmann Bram van Ginneken M. Zreik P. D. de Jong B. D. de Vos M. Viergever Ivana Išgum 32 191 0 01 Nov 2017
Log-DenseNet: How to Sparsify a DenseNet Hanzhang Hu Debadeepta Dey Allison Del Giorno M. Hebert J. Andrew Bagnell 30 32 0 30 Oct 2017
CrescendoNet: A Simple Deep Convolutional Neural Network with Ensemble Behavior Xiang Zhang Nishant Vishwamitra Hongxin Hu Feng Luo 25 2 0 30 Oct 2017
Dual Skipping Networks Changmao Cheng Yanwei Fu Yu-Gang Jiang Wei Liu Wenlian Lu Jianfeng Feng Xiangyang Xue 35 1 0 28 Oct 2017
Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations Yiping Lu Aoxiao Zhong Quanzheng Li Bin Dong 99 492 0 27 Oct 2017
Knowledge Projection for Deep Neural Networks Zhi Zhang G. Ning Zhihai He 38 15 0 26 Oct 2017
Learning Pose Grammar to Encode Human Body Configuration for 3D Pose Estimation Haoshu Fang Yuanlu Xu Wenguan Wang Xiaobai Liu Song-Chun Zhu 3DH 39 22 0 17 Oct 2017