Deeply-Supervised Nets

18 September 2014

Chen-Yu Lee

Papers citing "Deeply-Supervised Nets"

50 / 855 papers shown

Title
Training Neural Networks with Local Error Signals Arild Nøkland L. Eidnes 32 226 0 20 Jan 2019
Feature Pyramid and Hierarchical Boosting Network for Pavement Crack Detection Fan Yang Lei Zhang Sijia Yu Danil Prokhorov Xue Mei Haibin Ling 11 698 0 18 Jan 2019
Cascade Decoder: A Universal Decoding Method for Biomedical Image Segmentation Peixian Liang Jianxu Chen Hao Zheng Ling Yang Yizhe Zhang Danny Chen MedIm 19 12 0 15 Jan 2019
Residual-CNDS for Grand Challenge Scene Dataset Hussein A. Al-Barazanchi Hussam Qassim David Feinzimer Abhishek Verma 3DV 22 0 0 13 Jan 2019
Greedy Layerwise Learning Can Scale to ImageNet Eugene Belilovsky Michael Eickenberg Edouard Oyallon 17 180 0 29 Dec 2018
FPD-M-net: Fingerprint Image Denoising and Inpainting Using M-Net Based Convolutional Neural Networks Sukesh Adiga J. Sivaswamy 11 38 0 26 Dec 2018
Residual Dense Network for Image Restoration Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 22 716 0 25 Dec 2018
PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation Qi Dou Cheng Ouyang Cheng Chen Hao Chen Ben Glocker Xiahai Zhuang Pheng-Ann Heng MedIm 26 49 0 19 Dec 2018
Learning a Probabilistic Model for Diffeomorphic Registration Julian Krebs H. Delingette B. Mailhé N. Ayache Tommaso Mansi DiffM MedIm 28 193 0 18 Dec 2018
Attending Category Disentangled Global Context for Image Classification Keke Tang Guodong Wei Runnan Chen Jie Zhu Zhaoquan Gu Wenping Wang 17 0 0 17 Dec 2018
CFUN: Combining Faster R-CNN and U-net Network for Efficient Whole Heart Segmentation Zhanwei Xu Ziyi Wu Jianjiang Feng SSeg 30 66 0 12 Dec 2018
MEAL: Multi-Model Ensemble via Adversarial Learning Zhiqiang Shen Zhankui He Xiangyang Xue AAML FedML 30 146 0 06 Dec 2018
Stochastic Training of Residual Networks: a Differential Equation Viewpoint Qi Sun Yunzhe Tao Q. Du 13 23 0 01 Dec 2018
Virtual Class Enhanced Discriminative Embedding Learning Binghui Chen Weihong Deng Haifeng Shen 17 45 0 30 Nov 2018
Parameter-Free Spatial Attention Network for Person Re-Identification Haoran Wang Yue Fan Zexin Wang L. Jiao Bernt Schiele 3DPC 32 75 0 29 Nov 2018
Generalized Coarse-to-Fine Visual Recognition with Progressive Training Xutong Ren Lingxi Xie Chen Wei Siyuan Qiao Chi Su Jiaying Liu Qi Tian Elliot K. Fishman Alan Yuille ObjD 19 0 0 29 Nov 2018
Data Augmentation using Random Image Cropping and Patching for Deep CNNs Ryo Takahashi Takashi Matsubara K. Uehara 28 326 0 22 Nov 2018
Rethinking ImageNet Pre-training Kaiming He Ross B. Girshick Piotr Dollár VLM SSeg 47 1,077 0 21 Nov 2018
A Pretrained DenseNet Encoder for Brain Tumor Segmentation J. Stawiaski 3DV 26 21 0 19 Nov 2018
PydMobileNet: Improved Version of MobileNets with Pyramid Depthwise Separable Convolution Van-Thanh Hoang K. Jo 24 3 0 17 Nov 2018
Selective Feature Connection Mechanism: Concatenating Multi-layer CNN Features with a Feature Selector Chen Du Chunheng Wang Yanna Wang Cunzhao Shi Baihua Xiao 22 42 0 15 Nov 2018
You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization Xinbang Zhang Zehao Huang Naiyan Wang 27 93 0 05 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
Learning to Measure Change: Fully Convolutional Siamese Metric Networks for Scene Change Detection Enqiang Guo Xin-sha Fu Jiawei Zhu Min Deng Yu Liu Qing Zhu Haifeng Li SSL 23 87 0 22 Oct 2018
Sequenced-Replacement Sampling for Deep Learning C. Ho Dae Hoon Park Wei Yang Yi Chang 24 0 0 19 Oct 2018
A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation Nabila Abraham N. Khan SSeg MedIm 39 694 0 18 Oct 2018
A Multi-stage Framework with Context Information Fusion Structure for Skin Lesion Segmentation Yujiao Tang Feng Yang Shaofeng Yuan C. Zhan 28 42 0 16 Oct 2018
Shallow-Deep Networks: Understanding and Mitigating Network Overthinking Yigitcan Kaya Sanghyun Hong Tudor Dumitras 6 4 0 16 Oct 2018
Embedded deep learning in ophthalmology: Making ophthalmic imaging smarter Petteri Teikari Raymond P. Najjar L. Schmetterer D. Milea MedIm 27 27 0 13 Oct 2018
Multi-scale Convolution Aggregation and Stochastic Feature Reuse for DenseNets Mingjie Wang Jun Zhou Wendong Mao Minglun Gong 27 9 0 02 Oct 2018
Elastic Neural Networks for Classification Yi Zhou Yue Bai Shuvra S. Bhattacharyya H. Huttunen 19 12 0 01 Oct 2018
Reconciling Feature-Reuse and Overfitting in DenseNet with Specialized Dropout Kun Wan Boyuan Feng Lingwei Xie Yufei Ding 25 11 0 28 Sep 2018
Object Detection from Scratch with Deep Supervision Zhiqiang Shen Zhuang Liu Jianguo Li Yu-Gang Jiang Yurong Chen Xiangyang Xue ObjD 24 77 0 25 Sep 2018
Non-iterative recomputation of dense layers for performance improvement of DCNN Yimin Yang Q. M. J. Wu Xiexing Feng Akilan Thangarajah 19 2 0 14 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 77 2,427 0 06 Sep 2018
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes Ken C. L. Wong Mehdi Moradi Hui Tang T. Syeda-Mahmood 3DV SSeg 19 190 0 31 Aug 2018
A Unified Mammogram Analysis Method via Hybrid Deep Supervision Rongzhao Zhang Han Zhang Albert C. S. Chung 14 8 0 31 Aug 2018
Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images Jo Schlemper Ozan Oktay M. Schaap M. Heinrich Bernhard Kainz Ben Glocker Daniel Rueckert MedIm 29 1,449 0 22 Aug 2018
Class2Str: End to End Latent Hierarchy Learning Soham Saha G. Varma C. V. Jawahar 31 5 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
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation Abhinav Valada Rohit Mohan Wolfram Burgard SSL 25 242 0 11 Aug 2018
Neural Network Encapsulation Hongyang Li Xiaoyang Guo Bo Dai Wanli Ouyang Xiaogang Wang 21 51 0 11 Aug 2018
A Semi-Supervised Data Augmentation Approach using 3D Graphical Engines Shuangjun Liu Sarah Ostadabbas 3DH 14 14 0 08 Aug 2018
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation Minyoung Chung Jingyu Lee Minkyung Lee Jeongjin Lee Y. Shin MedIm 27 27 0 02 Aug 2018
Robust Student Network Learning Tianyu Guo Chang Xu Shiyi He Boxin Shi Chao Xu Dacheng Tao OOD 39 30 0 30 Jul 2018
An Algorithm for Learning Shape and Appearance Models without Annotations John Ashburner Mikael Brudfors Kevin Bronik Yael Balbastre MedIm FedML 11 11 0 27 Jul 2018
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks Dongqing Zhang Jiaolong Yang Dongqiangzi Ye G. Hua MQ 23 697 0 26 Jul 2018
Deep Pictorial Gaze Estimation Seonwook Park Adrian Spurr Otmar Hilliges 3DH 45 180 0 26 Jul 2018
Unbounded Output Networks for Classification Stefan Elfwing E. Uchibe Kenji Doya 27 0 0 25 Jul 2018