Deeply-Supervised Nets

18 September 2014

Chen-Yu Lee

Papers citing "Deeply-Supervised Nets"

50 / 343 papers shown

Title
UNet#: A UNet-like Redesigning Skip Connections for Medical Image Segmentation Ledan Qian Xiao Zhou Yi Li Zhongyi Hu 41 5 0 24 May 2022
An Interpretable MRI Reconstruction Network with Two-grid-cycle Correction and Geometric Prior Distillation Xiaohong Fan Yin Yang Ke-long Chen Jianping Zhang Ke Dong MedIm 29 13 0 14 May 2022
A Closer Look at Branch Classifiers of Multi-exit Architectures Shaohui Lin Bo Ji Rongrong Ji Angela Yao 12 4 0 28 Apr 2022
Video Demoireing with Relation-Based Temporal Consistency Peng Dai Xin Yu Lan Ma Baoheng Zhang Jia Li Wenbo Li Jiajun Shen Xiaojuan Qi 31 25 0 06 Apr 2022
OccamNets: Mitigating Dataset Bias by Favoring Simpler Hypotheses Robik Shrestha Kushal Kafle Christopher Kanan CML 33 13 0 05 Apr 2022
Local-Global Context Aware Transformer for Language-Guided Video Segmentation Chen Liang Wenguan Wang Tianfei Zhou Jiaxu Miao Yawei Luo Yi Yang VOS 29 74 0 18 Mar 2022
Towards Data-Efficient Detection Transformers Wen Wang Jing Zhang Yang Cao Yongliang Shen Dacheng Tao ViT 23 59 0 17 Mar 2022
AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation Xueyi Liu Xiaomeng Xu Anyi Rao Chuang Gan L. Yi 3DPC 24 14 0 13 Mar 2022
Adaptive Discriminative Regularization for Visual Classification Qingsong Zhao Yi Wang Shuguang Dou Chen Gong Yin Wang Cairong Zhao 24 0 0 02 Mar 2022
Addressing Over-Smoothing in Graph Neural Networks via Deep Supervision P. Elinas Edwin V. Bonilla AI4CE 34 5 0 25 Feb 2022
Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation Pooya Ashtari Diana Sima L. De Lathauwer D. Sappey-Marinier F. Maes Sabine Van Huffel ViT MedIm 28 35 0 24 Feb 2022
Towards Disentangling Information Paths with Coded ResNeXt Apostolos Avranas Marios Kountouris FAtt 17 1 0 10 Feb 2022
Benchmarking Deep Models for Salient Object Detection Huajun Zhou Yang Lin Lingxiao Yang Jianhuang Lai Xiaohua Xie AAML 21 10 0 07 Feb 2022
Understanding AdamW through Proximal Methods and Scale-Freeness Zhenxun Zhuang Mingrui Liu Ashok Cutkosky Francesco Orabona 39 63 0 31 Jan 2022
Improving Robustness by Enhancing Weak Subnets Yong Guo David Stutz Bernt Schiele AAML 27 15 0 30 Jan 2022
Enabling Deep Learning on Edge Devices through Filter Pruning and Knowledge Transfer Kaiqi Zhao Yitao Chen Ming Zhao 25 3 0 22 Jan 2022
AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance Images Kaini Wang Xin Yang Juzheng Miao Lei Li Jing Yao Ping Zhou Wufeng Xue Guangquan Zhou Xiahai Zhuang Dong Ni 23 41 0 14 Jan 2022
Relieving Long-tailed Instance Segmentation via Pairwise Class Balance Yin-Yin He Peizhen Zhang Xiu-Shen Wei Xinming Zhang Jian Sun ISeg 35 24 0 08 Jan 2022
Problem-dependent attention and effort in neural networks with applications to image resolution and model selection Chris Rohlfs 24 4 0 05 Jan 2022
Parallel Multi-Scale Networks with Deep Supervision for Hand Keypoint Detection Renjie Li Son N. Tran Saurabh Garg K. Lawler Jane Elizabeth Alty Quan-wei Bai 13 2 0 19 Dec 2021
TRACER: Extreme Attention Guided Salient Object Tracing Network Min Seok Lee Wooseok Shin S. W. Han 28 82 0 14 Dec 2021
Uncertainty, Edge, and Reverse-Attention Guided Generative Adversarial Network for Automatic Building Detection in Remotely Sensed Images Somrita Chattopadhyay A. Kak 20 4 0 10 Dec 2021
Improved Knowledge Distillation via Adversarial Collaboration Zhiqiang Liu Chengkai Huang Yanxia Liu 29 2 0 29 Nov 2021
Sparse DETR: Efficient End-to-End Object Detection with Learnable Sparsity Byungseok Roh Jaewoong Shin Wuhyun Shin Saehoon Kim ViT 16 142 0 29 Nov 2021
Semi-Supervised Semantic Segmentation of Vessel Images using Leaking Perturbations Jinyong Hou Xuejie Ding Jeremiah D. Deng MedIm 26 19 0 22 Oct 2021
Signature-Graph Networks Ali Hamdi Flora D. Salim D. Kim Xiaojun Chang 21 1 0 22 Oct 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 22 15 0 07 Sep 2021
Quadratic mutual information regularization in real-time deep CNN models Maria Tzelepi Anastasios Tefas 19 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
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-Yu 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
AutoFormer: Searching Transformers for Visual Recognition Minghao Chen Houwen Peng Jianlong Fu Haibin Ling ViT 36 259 0 01 Jul 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 40 815 0 14 Jun 2021
MOOD: Multi-level Out-of-distribution Detection Ziqian Lin Sreya . Dutta Roy Yixuan Li OODD 34 114 0 30 Apr 2021
Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation Simon Reiß C. Seibold Alexander Freytag E. Rodner Rainer Stiefelhagen 89 61 0 27 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 32 47 0 20 Apr 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
Parareal Neural Networks Emulating a Parallel-in-time Algorithm Zhanyu Ma Jiyang Xie Jingyi Yu AI4CE 27 9 0 16 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 33 103 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 16 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
Siamese Labels Auxiliary Learning Wenrui Gan Zhulin Liu Chong Chen Tong Zhang 22 1 0 27 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
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
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 27 79 0 12 Jan 2021
Training Deep Architectures Without End-to-End Backpropagation: A Survey on the Provably Optimal Methods Shiyu Duan José C. Príncipe MQ 30 3 0 09 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 27 67 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