Deeply-Supervised Nets

18 September 2014

Chen-Yu Lee

Papers citing "Deeply-Supervised Nets"

50 / 343 papers shown

Title
Constrained Deep Weak Supervision for Histopathology Image Segmentation Zhipeng Jia Xingyi Huang E. Chang Yan Xu 24 217 0 03 Jan 2017
Unsupervised domain adaptation in brain lesion segmentation with adversarial networks Konstantinos Kamnitsas Christian F. Baumgartner C. Ledig Virginia Newcombe Joanna P. Simpson ... David Menon A. Nori A. Criminisi Daniel Rueckert Ben Glocker OOD MedIm 19 477 0 28 Dec 2016
The Predictron: End-To-End Learning and Planning David Silver H. V. Hasselt Matteo Hessel Tom Schaul A. Guez ... Gabriel Dulac-Arnold David P. Reichert Neil C. Rabinowitz André Barreto T. Degris 23 289 0 28 Dec 2016
Harmonic Networks: Deep Translation and Rotation Equivariance Daniel E. Worrall Stephan J. Garbin Daniyar Turmukhambetov Gabriel J. Brostow 25 697 0 14 Dec 2016
Stacked Generative Adversarial Networks Xun Huang Yixuan Li Omid Poursaeed J. Hopcroft Serge J. Belongie GAN 22 458 0 13 Dec 2016
Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification Maksim Lapin Matthias Hein Bernt Schiele 34 99 0 12 Dec 2016
Large-Margin Softmax Loss for Convolutional Neural Networks Weiyang Liu Yandong Wen Zhiding Yu Meng Yang CVBM 19 1,451 0 07 Dec 2016
Richer Convolutional Features for Edge Detection Yun-Hai Liu Ming-Ming Cheng Xiaowei Hu Kai Wang X. Bai 30 1,019 0 07 Dec 2016
ImageNet pre-trained models with batch normalization Marcel Simon E. Rodner Joachim Denzler VLM SSeg 44 165 0 05 Dec 2016
Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection D. Marmanis Konrad Schindler Jan Dirk Wegner S. Galliani Mihai Datcu Uwe Stilla 37 603 0 05 Dec 2016
Deep Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks Kede Ma Huan Fu Tongliang Liu Zhou Wang Dacheng Tao 20 23 0 05 Dec 2016
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation S. Jégou M. Drozdzal David Vazquez Adriana Romero Yoshua Bengio SSeg 26 1,573 0 28 Nov 2016
Object Detection Free Instance Segmentation With Labeling Transformations Long Jin Zeyu Chen Z. Tu ISeg 23 16 0 28 Nov 2016
Max-Margin Deep Generative Models for (Semi-)Supervised Learning Chongxuan Li Jun Zhu Bo Zhang AI4CE 32 42 0 22 Nov 2016
Gland Instance Segmentation Using Deep Multichannel Neural Networks Yan Xu Yang Li Yipei Wang Mingyuan Liu Yubo Fan M. Lai E. Chang MedIm 42 163 0 21 Nov 2016
Hard-Aware Deeply Cascaded Embedding Yuhui Yuan Kuiyuan Yang Chao Zhang 32 300 0 17 Nov 2016
Factorized Bilinear Models for Image Recognition Yanghao Li Naiyan Wang Jiaying Liu Xiaodi Hou 19 96 0 17 Nov 2016
On the Exploration of Convolutional Fusion Networks for Visual Recognition Y. Liu Yanming Guo M. Lew 28 23 0 16 Nov 2016
Semantic Regularisation for Recurrent Image Annotation Feng Liu Tao Xiang Timothy M. Hospedales Wankou Yang Changyin Sun 29 103 0 16 Nov 2016
Regularizing CNNs with Locally Constrained Decorrelations Pau Rodríguez López Jordi Gonzalez Guillem Cucurull J. M. Gonfaus F. X. Roca 35 133 0 07 Nov 2016
Small-footprint Highway Deep Neural Networks for Speech Recognition Liang Lu Steve Renals 30 15 0 18 Oct 2016
Deep Identity-aware Transfer of Facial Attributes Mu Li W. Zuo David C. Zhang CVBM 32 149 0 18 Oct 2016
Revisiting Multiple Instance Neural Networks Xinggang Wang Yongluan Yan Peng Tang X. Bai Wenyu Liu 22 440 0 08 Oct 2016
Image Aesthetic Assessment: An Experimental Survey Yubin Deng Chen Change Loy Xiaoou Tang 26 261 0 04 Oct 2016
HyperNetworks David R Ha Andrew M. Dai Quoc V. Le 75 1,585 0 27 Sep 2016
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations Itay Hubara Matthieu Courbariaux Daniel Soudry Ran El-Yaniv Yoshua Bengio MQ 42 1,842 0 22 Sep 2016
DeepSkeleton: Learning Multi-task Scale-associated Deep Side Outputs for Object Skeleton Extraction in Natural Images Wei Shen Kai Zhao Yuan Jiang Yan Wang X. Bai Alan Yuille 14 99 0 13 Sep 2016
Fitted Learning: Models with Awareness of their Limits Navid Kardan Kenneth O. Stanley CLL 16 16 0 07 Sep 2016
Grid Loss: Detecting Occluded Faces M. Opitz Georg Waltner Georg Poier Horst Possegger Horst Bischof CVBM 24 76 0 01 Sep 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 315 36,381 0 25 Aug 2016
Lets keep it simple, Using simple architectures to outperform deeper and more complex architectures S. H. HasanPour Mohammad Rouhani Mohsen Fayyaz Mohammad Sabokrou 18 118 0 22 Aug 2016
Residual Networks of Residual Networks: Multilevel Residual Networks Ke Zhang Miao Sun T. Han Xingfang Yuan Liru Guo Tao Liu 18 303 0 09 Aug 2016
Convolutional Oriented Boundaries Kevis-Kokitsi Maninis Jordi Pont-Tuset Pablo Arbelaez Luc Van Gool 13 231 0 09 Aug 2016
Training Skinny Deep Neural Networks with Iterative Hard Thresholding Methods Xiaojie Jin Xiao-Tong Yuan Jiashi Feng Shuicheng Yan 16 78 0 19 Jul 2016
3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes Qi Dou Hao Chen Yueming Jin Lequan Yu J. Qin Pheng-Ann Heng MedIm 23 343 0 03 Jul 2016
Spatial Aggregation of Holistically-Nested Networks for Automated Pancreas Segmentation H. Roth Le Lu A. Farag Andrew Sohn Ronald M. Summers SSeg 21 148 0 24 Jun 2016
Conditional Generation and Snapshot Learning in Neural Dialogue Systems Tsung-Hsien Wen Milica Gasic N. Mrksic L. Rojas-Barahona Pei-hao Su Stefan Ultes David Vandyke S. Young 20 78 0 10 Jun 2016
Photo Aesthetics Ranking Network with Attributes and Content Adaptation Shu Kong Xiaohui Shen Zhe-nan Lin R. Měch Charless C. Fowlkes 22 439 0 06 Jun 2016
Conversational Contextual Cues: The Case of Personalization and History for Response Ranking Rami Al-Rfou Marc Pickett J. Snaider Yun-hsuan Sung B. Strope R. Kurzweil HAI 32 92 0 01 Jun 2016
Parametric Exponential Linear Unit for Deep Convolutional Neural Networks Ludovic Trottier Philippe Giguère B. Chaib-draa 41 199 0 30 May 2016
Density estimation using Real NVP Falong Shen Jascha Sohl-Dickstein Gang Zeng DRL 27 3,647 0 27 May 2016
Faster Eigenvector Computation via Shift-and-Invert Preconditioning Dan Garber Laurent Dinh Chi Jin Jascha Narain Sohl-Dickstein Samy Bengio Praneeth Netrapalli Aaron Sidford 85 78 0 26 May 2016
FractalNet: Ultra-Deep Neural Networks without Residuals Gustav Larsson Michael Maire Gregory Shakhnarovich 45 933 0 24 May 2016
Wide Residual Networks Sergey Zagoruyko N. Komodakis 68 7,907 0 23 May 2016
Swapout: Learning an ensemble of deep architectures Saurabh Singh Derek Hoiem David A. Forsyth BDL 3DPC OOD UQCV 21 150 0 20 May 2016
End-to-End Kernel Learning with Supervised Convolutional Kernel Networks Julien Mairal SSL 32 130 0 20 May 2016
Ternary Weight Networks Fengfu Li Bin Liu Xiaoxing Wang Bo-Wen Zhang Junchi Yan MQ 38 520 0 16 May 2016
DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model Eldar Insafutdinov L. Pishchulin Bjoern Andres Mykhaylo Andriluka Bernt Schiele 3DH 39 1,109 0 10 May 2016
Laplacian Pyramid Reconstruction and Refinement for Semantic Segmentation Golnaz Ghiasi Charless C. Fowlkes SSeg 26 49 0 08 May 2016
DisturbLabel: Regularizing CNN on the Loss Layer Lingxi Xie Jingdong Wang Zhen Wei Meng Wang Qi Tian 39 249 0 30 Apr 2016