Deeply-Supervised Nets

18 September 2014

Chen-Yu Lee

Papers citing "Deeply-Supervised Nets"

50 / 343 papers shown

Title
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
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 35 7 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
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 C. Wang Hongwei Liu Mingyuan Zhou BDL 35 35 0 28 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
ATM Cash demand forecasting in an Indian Bank with chaos and deep learning Sarveswararao Vangala V. Ravi BDL 19 18 0 24 Aug 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 55 624 0 02 Aug 2020
Stylized Adversarial Defense Muzammal Naseer Salman Khan Munawar Hayat Fahad Shahbaz Khan Fatih Porikli GAN AAML 28 16 0 29 Jul 2020
Surrogate-assisted Particle Swarm Optimisation for Evolving Variable-length Transferable Blocks for Image Classification Bin Wang Bing Xue Mengjie Zhang 23 53 0 03 Jul 2020
Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates Gabriele Valvano Andrea Leo Sotirios A. Tsaftaris 16 5 0 02 Jul 2020
Early Exit or Not: Resource-Efficient Blind Quality Enhancement for Compressed Images Qunliang Xing Mai Xu Tianyi Li Zhenyu Guan 20 49 0 30 Jun 2020
Deep Autoencoding Topic Model with Scalable Hybrid Bayesian Inference Hao Zhang Bo Chen Yulai Cong D. Guo Hongwei Liu Mingyuan Zhou BDL 24 27 0 15 Jun 2020
Multiscale Deep Equilibrium Models Shaojie Bai V. Koltun J. Zico Kolter BDL 38 211 0 15 Jun 2020
Gaussian Gated Linear Networks David Budden Adam H. Marblestone Eren Sezener Tor Lattimore Greg Wayne J. Veness BDL AI4CE 24 12 0 10 Jun 2020
Quantized Neural Networks: Characterization and Holistic Optimization Yoonho Boo Sungho Shin Wonyong Sung MQ 48 8 0 31 May 2020
Efficient and Phase-aware Video Super-resolution for Cardiac MRI Jhih-Yuan Lin Yu-Cheng Chang Winston H. Hsu SupR MedIm 27 10 0 21 May 2020
PPG2ABP: Translating Photoplethysmogram (PPG) Signals to Arterial Blood Pressure (ABP) Waveforms using Fully Convolutional Neural Networks Nabil Ibtehaz Sakib Mahmud Muhammad E. H. Chowdhury Amith Khandakar Mohamed Arselene Ayari Anas Tahir Mohammad Sohel Rahman MedIm 26 75 0 04 May 2020
Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound Volumes Xin Yang Xu Wang Yi Wang Haoran Dou Shengli Li H. Wen Yi Lin Pheng-Ann Heng Dong Ni 16 19 0 28 Apr 2020
Deep Residual Correction Network for Partial Domain Adaptation Shuang Li Chi Harold Liu Qiuxia Lin Qi Wen Limin Su Gao Huang Zhengming Ding 19 145 0 10 Apr 2020
Predicting Camera Viewpoint Improves Cross-dataset Generalization for 3D Human Pose Estimation Zhe Wang Daeyun Shin Charless C. Fowlkes 18 54 0 07 Apr 2020
Knowing What, Where and When to Look: Efficient Video Action Modeling with Attention Juan-Manuel Perez-Rua Brais Martínez Xiatian Zhu Antoine Toisoul Victor Escorcia Tao Xiang 48 19 0 02 Apr 2020
Guided Variational Autoencoder for Disentanglement Learning Zheng Ding Yifan Xu Weijian Xu Gaurav Parmar Yang Yang Max Welling Z. Tu DRL CoGe 34 106 0 02 Apr 2020
Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives Duo Li Qifeng Chen 153 19 0 24 Mar 2020
Inherent Adversarial Robustness of Deep Spiking Neural Networks: Effects of Discrete Input Encoding and Non-Linear Activations Saima Sharmin Nitin Rathi Priyadarshini Panda Kaushik Roy AAML 114 86 0 23 Mar 2020
DELTAS: Depth Estimation by Learning Triangulation And densification of Sparse points Ayan Sinha Zak Murez James Bartolozzi Vijay Badrinarayanan Andrew Rabinovich 3DV 3DPC 24 3 0 19 Mar 2020
Resolution Adaptive Networks for Efficient Inference Le Yang Yizeng Han Xi Chen Shiji Song Jifeng Dai Gao Huang 24 215 0 16 Mar 2020
Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems Patrick Knöbelreiter Christian Sormann Alexander Shekhovtsov Friedrich Fraundorfer Thomas Pock 36 22 0 13 Mar 2020
Equalization Loss for Long-Tailed Object Recognition Jingru Tan Changbao Wang Buyu Li Quanquan Li Wanli Ouyang Changqing Yin Junjie Yan 269 457 0 11 Mar 2020
DASNet: Dual attentive fully convolutional siamese networks for change detection of high resolution satellite images Jie Chen Ziyang Yuan Jian Peng Li Chen Haozhe Huang Jiawei Zhu Yu Liu Haifeng Li 36 475 0 07 Mar 2020
Triangle-Net: Towards Robustness in Point Cloud Learning Chenxi Xiao J. Wachs 3DH 3DPC 31 34 0 27 Feb 2020
Liver Segmentation in Abdominal CT Images via Auto-Context Neural Network and Self-Supervised Contour Attention Minyoung Chung Jingyu Lee Jeongjin Lee Y. Shin MedIm 16 29 0 14 Feb 2020
Quantifying the Value of Lateral Views in Deep Learning for Chest X-rays Mohammad Hashir H. Bertrand Joseph Paul Cohen 20 24 0 07 Feb 2020
Towards High Performance Human Keypoint Detection Jing Zhang Zhe Chen Dacheng Tao 3DH 88 72 0 03 Feb 2020
Discrimination-aware Network Pruning for Deep Model Compression Jing Liu Bohan Zhuang Zhuangwei Zhuang Yong Guo Junzhou Huang Jin-Hui Zhu Mingkui Tan CVBM 19 119 0 04 Jan 2020
Active Learning for Segmentation Based on Bayesian Sample Queries Firat Özdemir Z. Peng Philipp Fürnstahl C. Tanner O. Goksel 33 22 0 22 Dec 2019
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 39 2,568 0 11 Dec 2019
Deep learning for cardiac image segmentation: A review Chia-Ju Chen C. Qin Huaqi Qiu G. Tarroni Jinming Duan Wenjia Bai Daniel Rueckert SSeg 3DV 64 674 0 09 Nov 2019
SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses Zhiqiang Shen Harsh Maheshwari Weichen Yao Marios Savvides ObjD 27 93 0 06 Nov 2019
UPI-Net: Semantic Contour Detection in Placental Ultrasound Huan Qi S. Collins J. A. Noble 14 7 0 31 Aug 2019
Adaptive Regularization of Labels Qianggang Ding Sifan Wu Hao Sun Jiadong Guo Shutao Xia ODL 18 29 0 15 Aug 2019
Particle Swarm Optimisation for Evolving Deep Neural Networks for Image Classification by Evolving and Stacking Transferable Blocks Bin Wang Bing Xue Mengjie Zhang 27 50 0 29 Jul 2019
Revisiting Metric Learning for Few-Shot Image Classification Xiaomeng Li Lequan Yu Chi-Wing Fu Meng Fang Pheng-Ann Heng VLM 19 93 0 06 Jul 2019