Deeply-Supervised Nets

18 September 2014

Chen-Yu Lee

Papers citing "Deeply-Supervised Nets"

50 / 343 papers shown

Title
Deep k-Nearest Neighbors: Towards Confident, Interpretable and Robust Deep Learning Nicolas Papernot Patrick McDaniel OOD AAML 13 503 0 13 Mar 2018
Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing---and Back Elliot Meyerson Risto Miikkulainen 25 45 0 11 Mar 2018
Exponential Discriminative Metric Embedding in Deep Learning Bowen Wu Zhangling Chen Jun Wang Hua-Ming Wu 35 10 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
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 1,528 0 28 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
Training and Inference with Integers in Deep Neural Networks Shuang Wu Guoqi Li F. Chen Luping Shi MQ 38 389 0 13 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 33 25 0 05 Feb 2018
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 190 1,386 0 01 Feb 2018
Sparsely Aggregated Convolutional Networks Ligeng Zhu Ruizhi Deng Michael Maire Zhiwei Deng Greg Mori P. Tan 3DPC 32 9 0 18 Jan 2018
Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly M. Opitz Georg Waltner Horst Possegger Horst Bischof FedML OOD 32 166 0 15 Jan 2018
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks Yupei Wang Xin Zhao Yin Li Kaiqi Huang 33 77 0 08 Jan 2018
Improved Inception-Residual Convolutional Neural Network for Object Recognition Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha V. Asari 46 116 0 28 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 19 133 0 01 Dec 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
Unsupervised End-to-end Learning for Deformable Medical Image Registration Siyuan Shan Wen Yan Xiaoqing Guo E. Chang Yubo Fan Yan Xu MedIm 27 49 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
Knowledge Projection for Deep Neural Networks Zhi Zhang G. Ning Zhihai He 38 15 0 26 Oct 2017
Personalized Saliency and its Prediction Yanyu Xu Shenghua Gao Junru Wu Nianyi Li Jingyi Yu 29 51 0 09 Oct 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
Deep Convolutional Neural Networks as Generic Feature Extractors L. Hertel Erhardt Barth Thomas Käster T. Martinetz 15 108 0 06 Oct 2017
Non-rigid image registration using fully convolutional networks with deep self-supervision Hongming Li Yong-Xian Fan 24 94 0 04 Sep 2017
Efficient Convolutional Network Learning using Parametric Log based Dual-Tree Wavelet ScatterNet Amarjot Singh N. Kingsbury 19 26 0 30 Aug 2017
Segmentation-Aware Convolutional Networks Using Local Attention Masks Adam W. Harley Konstantinos G. Derpanis Iasonas Kokkinos SSeg 24 141 0 15 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
DSOD: Learning Deeply Supervised Object Detectors from Scratch Zhiqiang Shen Zhuang Liu Jianguo Li Yu-Gang Jiang Yurong Chen Xiangyang Xue ObjD 14 599 0 03 Aug 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
Beyond Monte Carlo Tree Search: Playing Go with Deep Alternative Neural Network and Long-Term Evaluation Jinzhuo Wang Wenmin Wang Ronggang Wang Wen Gao OOD 16 8 0 13 Jun 2017
Deep Convolutional Decision Jungle for Image Classification Seungryul Baek K. Kim Tae-Kyun Kim 21 17 0 06 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
DiracNets: Training Very Deep Neural Networks Without Skip-Connections Sergey Zagoruyko N. Komodakis UQCV OOD 11 117 0 01 Jun 2017
Feature Incay for Representation Regularization Yuhui Yuan Kuiyuan Yang Chao Zhang 35 16 0 29 May 2017
Inception Recurrent Convolutional Neural Network for Object Recognition Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha 39 86 0 25 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
Multi-stage Multi-recursive-input Fully Convolutional Networks for Neuronal Boundary Detection Wei Shen Bin Wang Yuan Jiang Yan Wang Alan Yuille 14 62 0 24 Mar 2017
Deeply-Supervised CNN for Prostate Segmentation Qikui Zhu Bo Du B. Turkbey Peter L. Choyke Pingkun Yan MedIm 11 196 0 22 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
Genetic CNN Lingxi Xie Alan Yuille 3DV 53 836 0 04 Mar 2017
Label Refinement Network for Coarse-to-Fine Semantic Segmentation Md. Amirul Islam Shujon Naha Mrigank Rochan Neil D. B. Bruce Yang Wang SSeg 19 55 0 01 Mar 2017
A Novel Weight-Shared Multi-Stage CNN for Scale Robustness Ryo Takahashi Takashi Matsubara K. Uehara OOD 30 21 0 12 Feb 2017
Dual-Tree Wavelet Scattering Network with Parametric Log Transformation for Object Classification Amarjot Singh N. Kingsbury 17 35 0 10 Feb 2017
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions Emma Strubell Pat Verga David Belanger Andrew McCallum 30 391 0 07 Feb 2017
Deep Learning with Low Precision by Half-wave Gaussian Quantization Zhaowei Cai Xiaodong He Jian Sun Nuno Vasconcelos MQ 36 502 0 03 Feb 2017
Spatial Aggregation of Holistically-Nested Convolutional Neural Networks for Automated Pancreas Localization and Segmentation H. Roth Le Lu Nathan S. Lay Adam P. Harrison A. Farag Andrew Sohn Ronald M. Summers 31 285 0 31 Jan 2017
Supervised Deep Sparse Coding Networks Xiaoxia Sun Nasser M. Nasrabadi T. Tran BDL 19 15 0 29 Jan 2017
CNN-based Segmentation of Medical Imaging Data Baris Kayalibay Grady Jensen Patrick van der Smagt SSeg 33 413 0 11 Jan 2017
Oriented Response Networks Yanzhao Zhou QiXiang Ye Qiang Qiu Jianbin Jiao 18 259 0 07 Jan 2017