Deeply-Supervised Nets

18 September 2014

Chen-Yu Lee

Papers citing "Deeply-Supervised Nets"

50 / 855 papers shown

Title
A Multi-Scale Mapping Approach Based on a Deep Learning CNN Model for Reconstructing High-Resolution Urban DEMs Lingxiu Jiang Yang Hu X. Xia Q. Liang Andrea Soltoggio 9 13 0 19 Jul 2019
SVGD: A Virtual Gradients Descent Method for Stochastic Optimization Zheng Li Shi Shu 14 0 0 09 Jul 2019
Revisiting Metric Learning for Few-Shot Image Classification Xiaomeng Li Lequan Yu Chi-Wing Fu Meng Fang Pheng-Ann Heng VLM 24 93 0 06 Jul 2019
Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts Denis Emelin Ivan Titov Rico Sennrich 19 10 0 28 Jun 2019
Accurate Retinal Vessel Segmentation via Octave Convolution Neural Network Zhun Fan Jiajie Mo Benzhang Qiu Wenji Li Guijie Zhu Chong Li Jianye Hu Yibiao Rong Xinjian Chen 28 29 0 28 Jun 2019
Neural ODEs as the Deep Limit of ResNets with constant weights B. Avelin K. Nystrom ODL 40 31 0 28 Jun 2019
Imbalanced Learning-based Automatic SAR Images Change Detection by Morphologically Supervised PCA-Net Rongfang Wang Jie Zhang Jiawei Chen L. Jiao Mi Wang 30 38 0 19 Jun 2019
Multiple instance learning with graph neural networks Ming Tu Jing Huang Xiaodong He Bowen Zhou 17 59 0 12 Jun 2019
FAMED-Net: A Fast and Accurate Multi-scale End-to-end Dehazing Network Jing Zhang Dacheng Tao 22 128 0 11 Jun 2019
A Closed-Form Learned Pooling for Deep Classification Networks Vighnesh Birodkar H. Mobahi Dilip Krishnan Samy Bengio 31 0 0 10 Jun 2019
Multi-scale self-guided attention for medical image segmentation Ashish Sinha Jose Dolz SSeg 31 413 0 07 Jun 2019
Weakly Supervised Object Detection with 2D and 3D Regression Neural Networks Florian Dubost H. Adams P. Yilmaz Gerda Bortsova Gijs van Tulder M. Ikram W. Niessen Meike W. Vernooij Marleen de Bruijne MedIm 10 43 0 05 Jun 2019
Deeply-supervised Knowledge Synergy Dawei Sun Anbang Yao Aojun Zhou Hao Zhao 12 63 0 03 Jun 2019
On Network Design Spaces for Visual Recognition Ilija Radosavovic Justin Johnson Saining Xie Wan-Yen Lo Piotr Dollár 27 134 0 30 May 2019
SCAN: A Scalable Neural Networks Framework Towards Compact and Efficient Models Linfeng Zhang Zhanhong Tan Jiebo Song Jingwei Chen Chenglong Bao Kaisheng Ma 16 71 0 27 May 2019
Deep Online Learning with Stochastic Constraints Guy Uziel OffRL BDL 6 2 0 26 May 2019
Optimizing Shallow Networks for Binary Classification Kalliopi Basioti G. Moustakides 6 2 0 24 May 2019
EnsembleNet: End-to-End Optimization of Multi-headed Models Hanhan Li Joe Yue-Hei Ng Apostol Natsev 20 16 0 24 May 2019
Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation Linfeng Zhang Jiebo Song Anni Gao Jingwei Chen Chenglong Bao Kaisheng Ma FedML 27 846 0 17 May 2019
Orthogonal Deep Neural Networks Kui Jia Shuai Li Yuxin Wen Tongliang Liu Dacheng Tao 39 132 0 15 May 2019
Differentiable Architecture Search with Ensemble Gumbel-Softmax Jianlong Chang Xinbang Zhang Yiwen Guo Gaofeng Meng Shiming Xiang Chunhong Pan 3DPC 30 18 0 06 May 2019
PR Product: A Substitute for Inner Product in Neural Networks Zhennan Wang Wenbin Zou Chen Xu 28 6 0 30 Apr 2019
A data-driven proxy to Stoke's flow in porous media Ali Takbiri-Borujeni Hadi Kazemi Nasser M. Nasrabadi AI4CE 11 3 0 25 Apr 2019
Deep Multi-View Learning using Neuron-Wise Correlation-Maximizing Regularizers Kui Jia Jiehong Lin Mingkui Tan Dacheng Tao 3DV 32 32 0 25 Apr 2019
Learning Discriminative Features Via Weights-biased Softmax Loss Xiaobin Li Weiqiang Wang 22 22 0 25 Apr 2019
Reducing the Hausdorff Distance in Medical Image Segmentation with Convolutional Neural Networks Davood Karimi Septimiu E. Salcudean MedIm 37 393 0 22 Apr 2019
Learning to Calibrate Straight Lines for Fisheye Image Rectification Zhucun Xue Nan Xue Gui-Song Xia Weiming Shen 33 75 0 22 Apr 2019
ChoiceNet: CNN learning through choice of multiple feature map representations Farshid Rayhan Aphrodite Galata Tim Cootes SSeg 19 6 0 20 Apr 2019
NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection Golnaz Ghiasi Nayeon Lee Ruoming Pang Quoc V. Le ObjD 34 1,381 0 16 Apr 2019
$$\mathcal{G}$-softmax: Improving Intra-class Compactness and Inter-class Separability of Features$ $\mathcal{G}$ -softmax: Improving Intra-class Compactness and Inter-class Separability of Features Yan Luo Yongkang Wong Mohan Kankanhalli Qi Zhao 46 37 0 08 Apr 2019
Nucleus Neural Network: A Data-driven Self-organized Architecture Jia Liu Maoguo Gong Haibo He 14 2 0 08 Apr 2019
Towards Locally Consistent Object Counting with Constrained Multi-stage Convolutional Neural Networks Muming Zhao Jian Zhang Chongyang Zhang Wenjun Zhang 13 9 0 06 Apr 2019
GFF: Gated Fully Fusion for Semantic Segmentation Xiangtai Li Houlong Zhao Lei Han Yunhai Tong Kuiyuan Yang 20 193 0 03 Apr 2019
3DRegNet: A Deep Neural Network for 3D Point Registration Goncalo Dias Pais Srikumar Ramalingam V. Govindu Jacinto C. Nascimento Rama Chellappa Pedro Miraldo 3DPC 3DV 44 219 0 02 Apr 2019
Training Quantized Neural Networks with a Full-precision Auxiliary Module Bohan Zhuang Lingqiao Liu Mingkui Tan Chunhua Shen Ian Reid MQ 32 62 0 27 Mar 2019
Efficiently utilizing complex-valued PolSAR image data via a multi-task deep learning framework Lamei Zhang Hongwei Dong B. Zou 11 27 0 24 Mar 2019
Convolution with even-sized kernels and symmetric padding Shuang Wu Guanrui Wang Pei Tang F. Chen Luping Shi 22 68 0 20 Mar 2019
Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition Johannes Michael R. Labahn Tobias Grüning Jochen Zöllner 21 112 0 18 Mar 2019
Automatic microscopic cell counting by use of deeply-supervised density regression model Shenghua He K. T. Minn L. Solnica-Krezel M. Anastasio Hua Li 11 11 0 04 Mar 2019
Crowd Counting and Density Estimation by Trellis Encoder-Decoder Network Xiaolong Jiang Zehao Xiao Baochang Zhang Xiantong Zhen Xianbin Cao David Doermann Ling Shao 3DV 19 324 0 03 Mar 2019
Recurrent Convolution for Compact and Cost-Adjustable Neural Networks: An Empirical Study Zhendong Zhang Cheolkon Jung 17 2 0 26 Feb 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 43 4,004 0 25 Feb 2019
Deep Learning in Cardiology Paschalis A. Bizopoulos D. Koutsouris MedIm 27 136 0 22 Feb 2019
Deep Divergence-Based Approach to Clustering Michael C. Kampffmeyer Sigurd Løkse F. Bianchi L. Livi Arnt-Børre Salberg Robert Jenssen 31 61 0 13 Feb 2019
Reducing Uncertainty in Undersampled MRI Reconstruction with Active Acquisition Zizhao Zhang Adriana Romero Matthew Muckley Pascal Vincent Lin Yang M. Drozdzal 19 110 0 08 Feb 2019
Self-Binarizing Networks Fayez Lahoud R. Achanta Pablo Márquez-Neila Sabine Süsstrunk MQ 19 23 0 02 Feb 2019
Decoupled Greedy Learning of CNNs Eugene Belilovsky Michael Eickenberg Edouard Oyallon 14 115 0 23 Jan 2019
Max-margin Class Imbalanced Learning with Gaussian Affinity Munawar Hayat Salman Khan Waqas Zamir Jianbing Shen Ling Shao 14 24 0 23 Jan 2019
Striking the Right Balance with Uncertainty Salman Khan Munawar Hayat Waqas Zamir Jianbing Shen Ling Shao 25 174 0 22 Jan 2019
Pedestrian Attribute Recognition: A Survey Tianlin Li Shaofei Zheng Rui Yang Aihua Zheng Zhe Chen Jin Tang Bin Luo CVBM 28 127 0 22 Jan 2019