Deeply-Supervised Nets

18 September 2014

Chen-Yu Lee

Papers citing "Deeply-Supervised Nets"

50 / 855 papers shown

Title
Attend and Rectify: a Gated Attention Mechanism for Fine-Grained Recovery Pau Rodríguez López J. M. Gonfaus Guillem Cucurull F. X. Roca Jordi Gonzalez 22 38 0 19 Jul 2018
UNet++: A Nested U-Net Architecture for Medical Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 40 6,008 0 18 Jul 2018
Manifold Adversarial Learning Shufei Zhang Kaizhu Huang Jianke Zhu Yang Liu OOD AAML 21 5 0 16 Jul 2018
Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration Yipeng Hu Marc Modat Eli Gibson Wenqi Li N. Ghavami ... M. Emberton Sébastien Ourselin J. A. Noble D. Barratt Tom Kamiel Magda Vercauteren 60 382 0 09 Jul 2018
Deeply Supervised Rotation Equivariant Network for Lesion Segmentation in Dermoscopy Images Xiaomeng Li Lequan Yu Chi-Wing Fu Pheng-Ann Heng MedIm 11 26 0 08 Jul 2018
Parallel Convolutional Networks for Image Recognition via a Discriminator Shiqi Yang G. Peng 20 3 0 06 Jul 2018
Gated Feedback Refinement Network for Coarse-to-Fine Dense Semantic Image Labeling Md. Amirul Islam Mrigank Rochan Shujon Naha Neil D. B. Bruce Yang Wang 11 22 0 29 Jun 2018
Every Pixel Counts: Unsupervised Geometry Learning with Holistic 3D Motion Understanding Zhenheng Yang Peng Wang Yang Wang Wenyuan Xu Ram Nevatia 3DPC 22 109 0 27 Jun 2018
Doubly Nested Network for Resource-Efficient Inference Jaehong Kim Sungeun Hong Yongseok Choi Jiwon Kim 21 5 0 20 Jun 2018
Deep Global-Connected Net With The Generalized Multi-Piecewise ReLU Activation in Deep Learning Zhi Chen P. Ho 22 3 0 19 Jun 2018
Knowledge Distillation by On-the-Fly Native Ensemble Xu Lan Xiatian Zhu S. Gong 212 474 0 12 Jun 2018
A multi-scale pyramid of 3D fully convolutional networks for abdominal multi-organ segmentation H. Roth Chen Shen H. Oda T. Sugino M. Oda Y. Hayashi K. Misawa K. Mori SSeg 30 83 0 06 Jun 2018
Deep supervision with additional labels for retinal vessel segmentation task Yishuo Zhang Albert C. S. Chung 16 136 0 06 Jun 2018
EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching from Scratch Jian Ren Zhe Li Jianchao Yang N. Xu Tianbao Yang D. Foran 35 17 0 05 Jun 2018
Nonlocal Neural Networks, Nonlocal Diffusion and Nonlocal Modeling Yunzhe Tao Qi Sun Q. Du Wen Liu DiffM 24 36 0 02 Jun 2018
Targeted Kernel Networks: Faster Convolutions with Attentive Regularization Kashyap Chitta 22 2 0 01 Jun 2018
Combining Pyramid Pooling and Attention Mechanism for Pelvic MR Image Semantic Segmentaion Ting-Ting Liang Satoshi Tsutsui Liangcai Gao Jingjing Lu Mengyang Sun 6 1 0 01 Jun 2018
IGCV3: Interleaved Low-Rank Group Convolutions for Efficient Deep Neural Networks Ke Sun Mingjie Li Dong Liu Jingdong Wang 45 126 0 01 Jun 2018
Biologically Motivated Algorithms for Propagating Local Target Representations Alexander Ororbia A. Mali 20 87 0 26 May 2018
Do Better ImageNet Models Transfer Better? Simon Kornblith Jonathon Shlens Quoc V. Le OOD MLT 91 1,311 0 23 May 2018
Resource Aware Person Re-identification across Multiple Resolutions Yan Wang Lequn Wang Yurong You Xu Zou Vincent Chen Serena Li Gao Huang Bharath Hariharan Kilian Q. Weinberger 19 244 0 22 May 2018
Learning long-range spatial dependencies with horizontal gated-recurrent units Drew Linsley Junkyung Kim Vijay Veerabadran Thomas Serre 19 158 0 21 May 2018
Adversarial Noise Layer: Regularize Neural Network By Adding Noise Zhonghui You Jinmian Ye Kunming Li Zenglin Xu Ping Wang 25 76 0 21 May 2018
CapProNet: Deep Feature Learning via Orthogonal Projections onto Capsule Subspaces Liheng Zhang Marzieh Edraki Guo-Jun Qi 14 62 0 19 May 2018
Deep Predictive Coding Network with Local Recurrent Processing for Object Recognition Kuan Han Haiguang Wen Yizhen Zhang Di Fu Eugenio Culurciello Zhongming Liu 30 70 0 19 May 2018
Direction-aware Spatial Context Features for Shadow Detection and Removal Xiaowei Hu Chi-Wing Fu Lei Zhu J. Qin Pheng-Ann Heng 19 211 0 12 May 2018
Ensemble Soft-Margin Softmax Loss for Image Classification Xiaobo Wang Shifeng Zhang Zhen Lei Si Liu Xiaojie Guo Stan Z. Li 33 38 0 10 May 2018
SdcNet: A Computation-Efficient CNN for Object Recognition Yunlong Ma Chunyan Wang 21 3 0 03 May 2018
Surveillance Face Recognition Challenge Zhiyi Cheng Xiatian Zhu S. Gong CVBM AAML 27 68 0 25 Apr 2018
Improving Long-Horizon Forecasts with Expectation-Biased LSTM Networks Aya Abdelsalam Ismail Timothy Wood H. C. Bravo AI4TS 8 15 0 18 Apr 2018
IGCV $2$ : Interleaved Structured Sparse Convolutional Neural Networks Guotian Xie Jingdong Wang Ting Zhang Jianhuang Lai Richang Hong Guo-Jun Qi 19 105 0 17 Apr 2018
Attention-Gated Networks for Improving Ultrasound Scan Plane Detection Jo Schlemper Ozan Oktay Liang Chen Jacqueline Matthew C. Knight Bernhard Kainz Ben Glocker Daniel Rueckert 27 92 0 15 Apr 2018
Select, Attend, and Transfer: Light, Learnable Skip Connections Saeid Asgari Taghanaki A. Bentaieb Anmol Sharma S. Kevin Zhou Yefeng Zheng ... Puneet Sharma Sasa Grbic Zhoubing Xu Dorin Comaniciu Ghassan Hamarneh 38 20 0 14 Apr 2018
Attention U-Net: Learning Where to Look for the Pancreas Ozan Oktay Jo Schlemper Loic Le Folgoc M. J. Lee M. Heinrich ... Jingyu Sun Nils Y. Hammerla Bernhard Kainz Ben Glocker Daniel Rueckert SSeg 39 4,955 0 11 Apr 2018
ExFuse: Enhancing Feature Fusion for Semantic Segmentation Zhenli Zhang Xiangyu Zhang Chao Peng Dazhi Cheng Jian Sun 33 422 0 11 Apr 2018
HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation Jose Dolz Karthik Gopinath Jing Yuan H. Lombaert Christian Desrosiers Ismail ben Ayed 3DH 14 431 0 09 Apr 2018
Semantic Edge Detection with Diverse Deep Supervision Yun-Hai Liu Ming-Ming Cheng Jiawang Bian Le Zhang Peng-Tao Jiang Yang Cao 30 100 0 09 Apr 2018
Multi-Scale Spatially-Asymmetric Recalibration for Image Classification Yan Wang Lingxi Xie Siyuan Qiao Ya Zhang Wenjun Zhang Alan Yuille 16 13 0 03 Apr 2018
Attention-based Ensemble for Deep Metric Learning Wonsik Kim Bhavya Goyal Kunal Chawla Jungmin Lee Keunjoo Kwon FedML 30 226 0 02 Apr 2018
Pancreas Segmentation in CT and MRI Images via Domain Specific Network Designing and Recurrent Neural Contextual Learning Jinzheng Cai Le Lu Fuyong Xing Ling Yang MedIm 34 36 0 30 Mar 2018
Incremental Training of Deep Convolutional Neural Networks R. Istrate A. Malossi C. Bekas Dimitrios S. Nikolopoulos CLL 25 21 0 27 Mar 2018
Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy Florian Scheidegger R. Istrate G. Mariani Luca Benini C. Bekas Cristiano Malossi VLM 37 44 0 26 Mar 2018
Multi-Level Factorisation Net for Person Re-Identification Xiaobin Chang Timothy M. Hospedales Tao Xiang 19 503 0 24 Mar 2018
Hierarchical Metric Learning and Matching for 2D and 3D Geometric Correspondences Mohammed E. Fathy Quoc-Huy Tran M. Zia Paul Vernaza Manmohan Chandraker 3DPC 3DV 16 47 0 20 Mar 2018
Deep k-Nearest Neighbors: Towards Confident, Interpretable and Robust Deep Learning Nicolas Papernot Patrick McDaniel OOD AAML 13 504 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
BTS-DSN: Deeply Supervised Neural Network with Short Connections for Retinal Vessel Segmentation Song Guo Kai Wang Hong Kang Yujun Zhang Yingqi Gao Tao Li 21 127 0 11 Mar 2018
A Deep Learning Approach for Pose Estimation from Volumetric OCT Data N. Gessert M. Schlüter Alexander Schlaefer 27 30 0 10 Mar 2018
Exponential Discriminative Metric Embedding in Deep Learning Bowen Wu Zhangling Chen Jun Wang Hua-Ming Wu 40 10 0 07 Mar 2018
Conducting Credit Assignment by Aligning Local Representations Alexander Ororbia A. Mali Daniel Kifer C. Lee Giles ODL 34 29 0 05 Mar 2018