Deeply-Supervised Nets

18 September 2014

Chen-Yu Lee

Papers citing "Deeply-Supervised Nets"

50 / 855 papers shown

Title
Toward Accurate and Reliable Iris Segmentation Using Uncertainty Learning Jianze Wei Huaibo Huang Muyi Sun Yunlong Wang Min Ren Ran He Zhenan Sun 33 2 0 20 Oct 2021
Nuisance-Label Supervision: Robustness Improvement by Free Labels Xinyue Wei Weichao Qiu Yi Zhang Zihao Xiao Alan Yuille 19 0 0 14 Oct 2021
Multi-institutional Validation of Two-Streamed Deep Learning Method for Automated Delineation of Esophageal Gross Tumor Volume using planning-CT and FDG-PETCT X. Ye Dazhou Guo C. Tseng J. Ge T. Hung ... Jing Xiao Le Lu Senxiang Yan D. Jin T. Ho 19 12 0 11 Oct 2021
Two-level Group Convolution Youngkyu Lee Jongho Park Chang-Ock Lee 21 7 0 11 Oct 2021
Consistency Training of Multi-exit Architectures for Sensor Data Aaqib Saeed 10 0 0 27 Sep 2021
DeepPyram: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos Negin Ghamsarian M. Taschwer Klaus Schoeffmann 30 9 0 11 Sep 2021
Elastic Significant Bit Quantization and Acceleration for Deep Neural Networks Cheng Gong Ye Lu Kunpeng Xie Zongming Jin Tao Li Yanzhi Wang MQ 27 7 0 08 Sep 2021
Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu 32 15 0 07 Sep 2021
Quadratic mutual information regularization in real-time deep CNN models Maria Tzelepi Anastasios Tefas 24 1 0 26 Aug 2021
Video-based Person Re-identification with Spatial and Temporal Memory Networks Chanho Eom Geon Lee Junghyup Lee Bumsub Ham 13 72 0 20 Aug 2021
Boosting Salient Object Detection with Transformer-based Asymmetric Bilateral U-Net Yu Qiu Yun-Hai Liu Le Zhang Jing Xu ViT 21 30 0 17 Aug 2021
TransForensics: Image Forgery Localization with Dense Self-Attention Jing Hao Zhixin Zhang Shicai Yang Di Xie Shiliang Pu AAML ViT 34 47 0 09 Aug 2021
MAF-GNN: Multi-adaptive Spatiotemporal-flow Graph Neural Network for Traffic Speed Forecasting Y. Xu Weitang Liu Zhongyi Jiang Zixuan Xu Tingyun Mao Lili Chen Mingwei Zhou AI4TS 19 5 0 08 Aug 2021
Deep Neural Networks and PIDE discretizations B. Bohn M. Griebel D. Kannan 21 0 0 05 Aug 2021
Automatic cerebral hemisphere segmentation in rat MRI with lesions via attention-based convolutional neural networks Juan Miguel Valverde Artem Shatillo Riccardo De Feo Jussi Tohka MedIm 32 7 0 04 Aug 2021
Region-wise Loss for Biomedical Image Segmentation Juan Miguel Valverde Jussi Tohka 15 5 0 03 Aug 2021
Shallow Feature Matters for Weakly Supervised Object Localization Junhang Wei Qin Wang Zhen Li Sheng Wang S.Kevin Zhou Shuguang Cui WSOL 31 89 0 02 Aug 2021
SNE-RoadSeg+: Rethinking Depth-Normal Translation and Deep Supervision for Freespace Detection Hengli Wang Rui Fan Peide Cai Ming Liu 38 49 0 30 Jul 2021
Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers Wen Wang Yang Cao Jing Zhang Fengxiang He Zhengjun Zha Yonggang Wen Dacheng Tao ViT 29 94 0 27 Jul 2021
RBUE: A ReLU-Based Uncertainty Estimation Method of Deep Neural Networks Yufeng Xia Jun Zhang Zhiqiang Gong Tingsong Jiang W. Yao UQCV 23 1 0 15 Jul 2021
Integrating Large Circular Kernels into CNNs through Neural Architecture Search Kun He Chao Li Yixiao Yang Gao Huang J. Hopcroft 37 10 0 06 Jul 2021
AutoFormer: Searching Transformers for Visual Recognition Minghao Chen Houwen Peng Jianlong Fu Haibin Ling ViT 41 259 0 01 Jul 2021
Self-Contrastive Learning: Single-viewed Supervised Contrastive Framework using Sub-network Sangmin Bae Sungnyun Kim Jongwoo Ko Gihun Lee SeungJong Noh Se-Young Yun SSL 28 6 0 29 Jun 2021
Generating Data Augmentation samples for Semantic Segmentation of Salt Bodies in a Synthetic Seismic Image Dataset Luis Felipe M.O. Henriques S. Colcher Ruy Luiz Milidiú A. Bulcão Pablo Barros 19 2 0 15 Jun 2021
Pre-Trained Models: Past, Present and Future Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 58 816 0 14 Jun 2021
Decoupled Greedy Learning of CNNs for Synchronous and Asynchronous Distributed Learning Eugene Belilovsky Louis Leconte Lucas Caccia Michael Eickenberg Edouard Oyallon 24 7 0 11 Jun 2021
Convolutional Neural Networks with Gated Recurrent Connections Jianfeng Wang Xiaolin Hu ObjD 22 40 0 05 Jun 2021
Attention mechanisms and deep learning for machine vision: A survey of the state of the art A. M. Hafiz S. A. Parah R. A. Bhat 21 45 0 03 Jun 2021
Self-supervised Lesion Change Detection and Localisation in Longitudinal Multiple Sclerosis Brain Imaging Minh Nguyen Nhat To Ian G Sarno Chee Chong M. Jenkinson G. Carneiro MedIm 36 7 0 02 Jun 2021
Voxel-level Siamese Representation Learning for Abdominal Multi-Organ Segmentation Chae-Eun Lee Minyoung Chung Y. Shin DRL 43 9 0 17 May 2021
Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy Michael Yeung Evis Sala Carola-Bibiane Schönlieb L. Rundo 24 121 0 16 May 2021
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation Abhishek Srivastava Debesh Jha S. Chanda Umapada Pal Haavard D. Johansen Dag Johansen Michael A. Riegler Sharib Ali P. Halvorsen 44 197 0 16 May 2021
MOOD: Multi-level Out-of-distribution Detection Ziqian Lin Sreya . Dutta Roy Yixuan Li OODD 34 114 0 30 Apr 2021
FrameExit: Conditional Early Exiting for Efficient Video Recognition Amir Ghodrati B. Bejnordi A. Habibian 42 81 0 27 Apr 2021
Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation Simon Reiß C. Seibold Alexander Freytag E. Rodner Rainer Stiefelhagen 91 61 0 27 Apr 2021
Learning to Address Intra-segment Misclassification in Retinal Imaging Yukun Zhou Moucheng Xu Yipeng Hu Hongxiang Lin Joseph Jacob P. Keane Daniel C. Alexander 40 16 0 25 Apr 2021
Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images Qiangguo Jin Hui Cui Changming Sun Zhaopeng Meng Leyi Wei R. Su OOD MedIm 44 47 0 20 Apr 2021
Weakly But Deeply Supervised Occlusion-Reasoned Parametric Road Layouts Buyu Liu Bingbing Zhuang Manmohan Chandraker 21 4 0 14 Apr 2021
Physics-Informed Neural Nets for Control of Dynamical Systems Eric A. Antonelo E. Camponogara L. O. Seman Eduardo Rehbein de Souza J. Jordanou Jomi F. Hubner PINN AI4CE 24 62 0 06 Apr 2021
DCANet: Dense Context-Aware Network for Semantic Segmentation Yifu Liu Chenfeng Xu Xinyu Jin SSeg 24 1 0 06 Apr 2021
MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption Alexander Bartler Andreas Bühler Felix Wiewel Mario Döbler Binh Yang TTA OOD 21 77 0 30 Mar 2021
Multiview and Multiclass Image Segmentation using Deep Learning in Fetal Echocardiography Ken C. L. Wong E. Sinkovskaya A. Abuhamad T. Syeda-Mahmood 8 4 0 23 Mar 2021
Delving into Variance Transmission and Normalization: Shift of Average Gradient Makes the Network Collapse YuXiang Liu Jidong Ge Chuanyi Li Jie Gui 21 2 0 22 Mar 2021
Multi-channel Deep Supervision for Crowd Counting Bo-fan Wei Mulin. Chen Qi. Wang Xuelong Li 21 0 0 17 Mar 2021
Parareal Neural Networks Emulating a Parallel-in-time Algorithm Zhanyu Ma Jiyang Xie Jingyi Yu AI4CE 33 9 0 16 Mar 2021
Automatic detection of impact craters on Al foils from the Stardust interstellar dust collector using convolutional neural networks Logan Jaeger A. Butterworth Z. Gainsforth R. Lettieri A. Ardizzone ... P. Wozniakiewicz R. Ogliore B. D. Gregorio R. Stroud A. Westphal 27 1 0 15 Mar 2021
ASL to PET Translation by a Semi-supervised Residual-based Attention-guided Convolutional Neural Network Sahar Yousefi Hessam Sokooti W. Teeuwisse D. Heijtel A. Nederveen Marius Staring M. Osch MedIm 26 2 0 08 Mar 2021
GANav: Efficient Terrain Segmentation for Robot Navigation in Unstructured Outdoor Environments Tianrui Guan D. Kothandaraman Rohan Chandra A. Sathyamoorthy K. Weerakoon Tianyi Zhou 36 105 0 07 Mar 2021
Deeply supervised UNet for semantic segmentation to assist dermatopathological assessment of Basal Cell Carcinoma (BCC) Jean LeĆlerc Arrastia Nick Heilenkötter Daniel Otero Baguer Lena Hauberg-Lotte T. Boskamp Sonja Hetzer Nicole Duschner Jörg Schaller Peter Maass 24 44 0 05 Mar 2021
HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline Konrad Heidler Lichao Mou C. Baumhoer A. Dietz Xiaoxiang Zhu 36 111 0 02 Mar 2021