Deeply-Supervised Nets

18 September 2014

Chen-Yu Lee

Papers citing "Deeply-Supervised Nets"

50 / 855 papers shown

Title
Siamese Labels Auxiliary Learning Wenrui Gan Zhulin Liu Chong Chen Tong Zhang 22 1 0 27 Feb 2021
EDITH :ECG biometrics aided by Deep learning for reliable Individual auTHentication Nabil Ibtehaz M. Chowdhury Amith Khandakar S. Kiranyaz Mohammad Sohel Rahman Anas Tahir Yazan Qiblawey Tawsifur Rahman 14 38 0 16 Feb 2021
Mediastinal lymph nodes segmentation using 3D convolutional neural network ensembles and anatomical priors guiding D. Bouget André Pedersen J. Vanel H. O. Leira T. Langø 20 27 0 11 Feb 2021
More Is More -- Narrowing the Generalization Gap by Adding Classification Heads Roee Cates D. Weinshall OOD 13 0 0 09 Feb 2021
Two-Step Image Dehazing with Intra-domain and Inter-domain Adaptation Xin Yi Bo Ma Yulin Zhang Longyao Liu Jiahao Wu 23 3 0 06 Feb 2021
Revisiting Locally Supervised Learning: an Alternative to End-to-end Training Yulin Wang Zanlin Ni Shiji Song Le Yang Gao Huang 19 83 0 26 Jan 2021
Deep Learning for Scene Classification: A Survey Delu Zeng Minyu Liao M. Tavakolian Yulan Guo Bolei Zhou D. Hu M. Pietikäinen Li Liu VLM 29 27 0 26 Jan 2021
Cell image segmentation by Feature Random Enhancement Module Takamasa Ando Kazuhiro Hotta SSeg 11 4 0 20 Jan 2021
Meningioma segmentation in T1-weighted MRI leveraging global context and attention mechanisms D. Bouget André Pedersen Sayied Abdol Mohieb Hosainey O. Solheim Ingerid Reinertsen 50 24 0 19 Jan 2021
LNSMM: Eye Gaze Estimation With Local Network Share Multiview Multitask Yong Huang Benny Chen Daiming Qu 19 3 0 18 Jan 2021
Boundary-Aware Segmentation Network for Mobile and Web Applications Xuebin Qin Deng-Ping Fan Chenyang Huang Cyril Diagne Zichen Zhang Adria Cabeza SantÁnna Albert Suàrez Martin Jägersand Ling Shao SSeg 32 79 0 12 Jan 2021
PEng4NN: An Accurate Performance Estimation Engine for Efficient Automated Neural Network Architecture Search A. Rorabaugh Silvina Caíno-Lores Michael R. Wyatt Travis Johnston M. Taufer 27 2 0 11 Jan 2021
Training Deep Architectures Without End-to-End Backpropagation: A Survey on the Provably Optimal Methods Shiyu Duan José C. Príncipe MQ 38 3 0 09 Jan 2021
Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks Sebastián M. Palacio P. Engler Jörn Hees Andreas Dengel 17 1 0 07 Jan 2021
Line Segment Detection Using Transformers without Edges Yifan Xu Weijian Xu David Cheung Zhuowen Tu ViT 11 101 0 06 Jan 2021
MA-Unet: An improved version of Unet based on multi-scale and attention mechanism for medical image segmentation Yutong Cai Yong Wang SSeg 39 68 0 20 Dec 2020
Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation Xueyi Li Tianfei Zhou Jianwu Li Yi Zhou Zhaoxiang Zhang 22 122 0 09 Dec 2020
Seed the Views: Hierarchical Semantic Alignment for Contrastive Representation Learning Haohang Xu Xiaopeng Zhang Hao Li Lingxi Xie H. Xiong Qi Tian SSL 16 12 0 04 Dec 2020
Uncertainty-Aware Physically-Guided Proxy Tasks for Unseen Domain Face Anti-spoofing Junru Wu Xiang Yu Buyu Liu Zhangyang Wang Manmohan Chandraker CVBM 21 2 0 28 Nov 2020
Dual Contradistinctive Generative Autoencoder Gaurav Parmar Dacheng Li Kwonjoon Lee Zhuowen Tu GAN 30 81 0 19 Nov 2020
w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution Bo Wang Lei Wang Junyang Chen Zhenghua Xu Thomas Lukasiewicz Zhigang Fu 37 7 0 15 Nov 2020
Efficient Medical Image Segmentation with Intermediate Supervision Mechanism Di Yuan Junyang Chen Zhenghua Xu Thomas Lukasiewicz Zhigang Fu Guizhi Xu 13 0 0 15 Nov 2020
Towards Understanding the Regularization of Adversarial Robustness on Neural Networks Yuxin Wen Shuai Li Kui Jia AAML 15 24 0 15 Nov 2020
NightVision: Generating Nighttime Satellite Imagery from Infra-Red Observations P. Harder W. Jones Redouane Lguensat S. Bouabid James Fulton ... Aris Marcolongo Sofija Stefanović Y. Rao P. Manshausen D. Watson‐Parris 11 7 0 13 Nov 2020
Deeply-Supervised Density Regression for Automatic Cell Counting in Microscopy Images Shenghua He K. T. Minn L. Solnica-Krezel M. Anastasio Hua Li 24 59 0 07 Nov 2020
Improving RNN Transducer Based ASR with Auxiliary Tasks Chunxi Liu Frank Zhang Duc Le Suyoun Kim Yatharth Saraf Geoffrey Zweig 26 49 0 05 Nov 2020
Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for brain tumor segmentation: BraTS 2020 challenge Lucas Fidon Sebastien Ourselin Tom Kamiel Magda Vercauteren OOD MedIm 24 41 0 03 Nov 2020
Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples Yingwei Li Zhuotun Zhu Yuyin Zhou Yingda Xia Wei Shen Elliot K. Fishman Alan Yuille MedIm 33 23 0 29 Oct 2020
ResNet or DenseNet? Introducing Dense Shortcuts to ResNet Chaoning Zhang Philipp Benz Dawit Mureja Argaw Seokju Lee Junsik Kim François Rameau Jean-Charles Bazin In So Kweon 18 111 0 23 Oct 2020
Progressive Training of Multi-level Wavelet Residual Networks for Image Denoising Yali Peng Yue Cao Shigang Liu Jian Yang W. Zuo 27 11 0 23 Oct 2020
Overfitting or Underfitting? Understand Robustness Drop in Adversarial Training Zichao Li Liyuan Liu Chengyu Dong Jingbo Shang AAML 22 8 0 15 Oct 2020
Selective Information Passing for MR/CT Image Segmentation Qikui Zhu Liang Li Jiangnan Hao Y. Zha Yan Zhang Yanxiang Cheng Fei Liao Pingxiang Li MedIm 25 5 0 10 Oct 2020
Be Your Own Best Competitor! Multi-Branched Adversarial Knowledge Transfer Mahdi Ghorbani Fahimeh Fooladgar S. Kasaei AAML 39 0 0 09 Oct 2020
Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation Yan Zhang Zhijiang Guo Zhiyang Teng Wei Lu Shay B. Cohen Zuozhu Liu Lidong Bing GNN 24 18 0 09 Oct 2020
Deep Tiered Image Segmentation For Detecting Internal Ice Layers in Radar Imagery Yuchen Wang Mingze Xu John Paden L. Koenig Geoffrey C. Fox David J. Crandall 18 8 0 08 Oct 2020
Photon-Driven Neural Path Guiding Shilin Zhu Zexiang Xu Tiancheng Sun Alexandr Kuznetsov Mark Meyer H. Jensen Hao Su R. Ramamoorthi 6 0 0 05 Oct 2020
MDReg-Net: Multi-resolution diffeomorphic image registration using fully convolutional networks with deep self-supervision Hongming Li Yong-Xian Fan MedIm 27 16 0 04 Oct 2020
Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks Yoonho Boo Sungho Shin Jungwook Choi Wonyong Sung MQ 30 29 0 30 Sep 2020
MPG-Net: Multi-Prediction Guided Network for Segmentation of Retinal Layers in OCT Images Zeyu Fu Yang Sun Xinming Zhang Scott Stainton Shaun Barney J. Hogg W. Innes S. Dlay 16 3 0 28 Sep 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng A. Nandi SSeg OOD 33 544 0 28 Sep 2020
Variational Temporal Deep Generative Model for Radar HRRP Target Recognition D. Guo Bo Chen Wenchao Chen Changbo Wang Hongwei Liu Mingyuan Zhou BDL 35 35 0 28 Sep 2020
Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network Hieu T. Nguyen T. Le T. Nguyen N. T. Nguyen 15 20 0 25 Sep 2020
DPN: Detail-Preserving Network with High Resolution Representation for Efficient Segmentation of Retinal Vessels Song Guo 13 31 0 25 Sep 2020
Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray Segmentation Lipei Zhang Aozhi Liu Jing Xiao P. Taylor 18 22 0 11 Sep 2020
SoFAr: Shortcut-based Fractal Architectures for Binary Convolutional Neural Networks Baozhou Zhu P. Hofstee Jinho Lee Zaid Al-Ars MQ 17 2 0 11 Sep 2020
S-SGD: Symmetrical Stochastic Gradient Descent with Weight Noise Injection for Reaching Flat Minima Wonyong Sung Iksoo Choi Jinhwan Park Seokhyun Choi Sungho Shin ODL 24 7 0 05 Sep 2020
Heightmap Reconstruction of Macula on Color Fundus Images Using Conditional Generative Adversarial Networks Peyman Tahghighi R. Zoroofi Sareh Saffi Alireza Ramezani GAN MedIm 13 1 0 03 Sep 2020
Deep Ice Layer Tracking and Thickness Estimation using Fully Convolutional Networks D. Varshney Maryam Rahnemoonfar M. Yari John Paden 8 23 0 01 Sep 2020
MetaDistiller: Network Self-Boosting via Meta-Learned Top-Down Distillation Benlin Liu Yongming Rao Jiwen Lu Jie Zhou Cho-Jui Hsieh 6 37 0 27 Aug 2020
ATM Cash demand forecasting in an Indian Bank with chaos and deep learning Sarveswararao Vangala V. Ravi BDL 19 18 0 24 Aug 2020