Deeply-Supervised Nets

18 September 2014

Chen-Yu Lee

Papers citing "Deeply-Supervised Nets"

50 / 855 papers shown

Title
MultiScale Probability Map guided Index Pooling with Attention-based learning for Road and Building Segmentation Shirsha Bose Ritesh Sur Chowdhury Debabrata Pal Shivashish Bose Biplab Banerjee S. Chaudhuri 24 6 0 18 Feb 2023
Optimized Hybrid Focal Margin Loss for Crack Segmentation Jiajie Chen 28 1 0 09 Feb 2023
Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation Shiman Li Haoran Wang Yucong Meng Chenxi Zhang Zhijian Song 42 6 0 07 Feb 2023
AMD-HookNet for Glacier Front Segmentation Fei Wu Nora Gourmelon T. Seehaus Jianlin Zhang M. Braun Andreas Maier Vincent Christlein 24 9 0 06 Feb 2023
Get3DHuman: Lifting StyleGAN-Human into a 3D Generative Model using Pixel-aligned Reconstruction Priors Zhangyang Xiong Di Kang Derong Jin Weikai Chen Linchao Bao Shuguang Cui Xiaoguang Han 3DH 36 22 0 02 Feb 2023
Anticipate, Ensemble and Prune: Improving Convolutional Neural Networks via Aggregated Early Exits Simone Sarti Eugenio Lomurno Matteo Matteucci 27 4 0 28 Jan 2023
ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations Chinmay Prabhakar Hongwei Bran Li Jiancheng Yang Suprosana Shit Benedikt Wiestler Bjoern H. Menze ViT MedIm 39 11 0 18 Jan 2023
GoogLe2Net: Going Transverse with Convolutions Yuanpeng He 22 2 0 01 Jan 2023
Langevin algorithms for very deep Neural Networks with application to image classification Pierre Bras 25 6 0 27 Dec 2022
TriPINet: Tripartite Progressive Integration Network for Image Manipulation Localization Weinan Liang Jing Xu Xiao Jin 22 3 0 25 Dec 2022
Reversible Column Networks Yuxuan Cai Yi Zhou Qi Han Jianjian Sun Xiangwen Kong Jun Yu Li Xiangyu Zhang VLM 31 53 0 22 Dec 2022
PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery Shengxiang Zhang Salman Khan Zhiqiang Shen Muzammal Naseer Guangyi Chen Fahad Shahbaz Khan CLL VLM 29 58 0 11 Dec 2022
An Efficient Evolutionary Deep Learning Framework Based on Multi-source Transfer Learning to Evolve Deep Convolutional Neural Networks Bin Wang Bing Xue Mengjie Zhang 18 0 0 07 Dec 2022
An Unsupervised Machine Learning Approach for Ground-Motion Spectra Clustering and Selection R. B. Bond Pu Ren J. Hajjar Hao Sun 16 6 0 06 Dec 2022
LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation Ziyuan Zhao Fangcheng Zhou Kaixin Xu Zeng Zeng Cuntai Guan S Kevin Zhou OOD 37 43 0 05 Dec 2022
PointCaM: Cut-and-Mix for Open-Set Point Cloud Learning Jie Hong Shi Qiu Weihong Li Saeed Anwar Mehrtash Harandi Nick Barnes L. Petersson 3DPC 41 6 0 05 Dec 2022
Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative B. Woo Craig B. Engstrom William Baresic Jurgen Fripp Stuart Crozier Shekhar S. Chandra 29 0 0 30 Nov 2022
Inter-KD: Intermediate Knowledge Distillation for CTC-Based Automatic Speech Recognition J. Yoon Beom Jun Woo Sunghwan Ahn Hyeon Seung Lee N. Kim VLM 25 9 0 28 Nov 2022
Ladder Siamese Network: a Method and Insights for Multi-level Self-Supervised Learning Ryota Yoshihashi Shuhei Nishimura Dai Yonebayashi Yuya Otsuka Tomohiro Tanaka Takashi Miyazaki SSL 24 2 0 25 Nov 2022
EHSNet: End-to-End Holistic Learning Network for Large-Size Remote Sensing Image Semantic Segmentation Wei Chen Yansheng Li Bo Dang Yongjun Zhang 29 3 0 21 Nov 2022
Layer-Stack Temperature Scaling Amr Khalifa Michael C. Mozer Hanie Sedghi Behnam Neyshabur Ibrahim M. Alabdulmohsin 81 2 0 18 Nov 2022
PAANet:Visual Perception based Four-stage Framework for Salient Object Detection using High-order Contrast Operator Yanbo Yuan Hua Zhong Haixiong Li Xiao cheng Linmei Xia 30 0 0 16 Nov 2022
Encoding feature supervised UNet++: Redesigning Supervision for liver and tumor segmentation Jiahao Cui Ruoxin Xiao S. Fang Minnan Pei Yi-tong Yu SSeg 19 0 0 15 Nov 2022
Using U-Net Network for Efficient Brain Tumor Segmentation in MRI Images Jason Walsh Alice Othmani Mayank Jain Soumyabrata Dev 17 80 0 03 Nov 2022
MPCFormer: fast, performant and private Transformer inference with MPC Dacheng Li Rulin Shao Hongyi Wang Han Guo Eric P. Xing Haotong Zhang 21 80 0 02 Nov 2022
Full-scale Deeply Supervised Attention Network for Segmenting COVID-19 Lesions Pallab Dutta S. Mitra MedIm 20 3 0 27 Oct 2022
Online Cross-Layer Knowledge Distillation on Graph Neural Networks with Deep Supervision Jiongyu Guo Defang Chen Can Wang 22 3 0 25 Oct 2022
Adversarial Transformer for Repairing Human Airway Segmentation Zeyu Tang Nan Yang Simon Walsh Guang Yang ViT MedIm 24 13 0 21 Oct 2022
A deep learning model for brain vessel segmentation in 3DRA with arteriovenous malformations C. García Yibin Fang Jianmin Liu A. Narata J. Orlando Ignacio Larrabide 11 8 0 05 Oct 2022
Feature Embedding by Template Matching as a ResNet Block Ada Gorgun Y. Z. Gürbüz A. Aydin Alatan 28 1 0 03 Oct 2022
Deeply Supervised Layer Selective Attention Network: Towards Label-Efficient Learning for Medical Image Classification Peng-Tao Jiang Juan Liu Lang Wang Zhihui Yang Hongyu Dong Jing Feng 24 2 0 28 Sep 2022
Sauron U-Net: Simple automated redundancy elimination in medical image segmentation via filter pruning Juan Miguel Valverde Artem Shatillo Jussi Tohka AAML 29 5 0 27 Sep 2022
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Dong-Ming Zhang Yi-Mou Lin Hao Chen Zhuotao Tian Xin Yang Jinhui Tang Kwang-Ting Cheng VLM 35 11 0 21 Sep 2022
Losing momentum in continuous-time stochastic optimisation Kexin Jin J. Latz Chenguang Liu Alessandro Scagliotti 13 2 0 08 Sep 2022
Data-Driven Deep Supervision for Skin Lesion Classification Suraj Mishra Yizhe Zhang Li Zhang Tianyu Zhang X. S. Hu Da Chen 3DH 38 10 0 04 Sep 2022
Label Structure Preserving Contrastive Embedding for Multi-Label Learning with Missing Labels Zhongchen Ma Lisha Li Qi-rong Mao Songcan Chen 28 1 0 03 Sep 2022
Automatic Identification of Coal and Rock/Gangue Based on DenseNet and Gaussian Process Yu-Feng Li 33 1 0 31 Aug 2022
From WSI-level to Patch-level: Structure Prior Guided Binuclear Cell Fine-grained Detection Baomin Wang G. Hu Dan Chen Lihua Hu Cheng Li Yu An G. Hu Guangyu Jia 16 1 0 26 Aug 2022
Robustness to Unbounded Smoothness of Generalized SignSGD M. Crawshaw Mingrui Liu Francesco Orabona Wei Zhang Zhenxun Zhuang AAML 36 66 0 23 Aug 2022
Video object tracking based on YOLOv7 and DeepSORT Fengxia Yang Xing Zhang Boqi Liu VOT 26 48 0 25 Jul 2022
T-RECX: Tiny-Resource Efficient Convolutional neural networks with early-eXit N. Ghanathe Steve Wilton 19 10 0 14 Jul 2022
Contrastive Deep Supervision Linfeng Zhang Xin Chen Junbo Zhang Runpei Dong Kaisheng Ma 75 28 0 12 Jul 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 32 6,265 0 06 Jul 2022
$L_2$ BN: Enhancing Batch Normalization by Equalizing the $L_2$ Norms of Features Zhennan Wang Kehan Li Runyi Yu Yian Zhao Pengchong Qiao Chang-rui Liu Fan Xu Xiangyang Ji Guoli Song Jie Chen 22 0 0 06 Jul 2022
A Comprehensive Review on Deep Supervision: Theories and Applications Renjie Li Xinyi Wang Guangtai Huang Wenli Yang Kaining Zhang Xiaodong Gu Son N. Tran Saurabh Garg Jane Elizabeth Alty Quan-wei Bai CLIP 13 11 0 06 Jul 2022
No Reason for No Supervision: Improved Generalization in Supervised Models Mert Bulent Sariyildiz Yannis Kalantidis Alahari Karteek Diane Larlus SSL OOD LRM 30 28 0 30 Jun 2022
Implicit U-Net for volumetric medical image segmentation Sergio Naval Marimont G. Tarroni SSeg 41 2 0 30 Jun 2022
Timestamp-Supervised Action Segmentation with Graph Convolutional Networks Hamza Khan S. Haresh Awais Ahmed Shakeeb Siddiqui Andrey Konin Mohammad Zeeshan Quoc-Huy Tran 27 22 0 30 Jun 2022
Bridging Mean-Field Games and Normalizing Flows with Trajectory Regularization Han Huang Jiajia Yu Jie Chen Rongjie Lai AI4CE 14 16 0 30 Jun 2022
MaskRange: A Mask-classification Model for Range-view based LiDAR Segmentation Yinjuan Gu Yuming Huang Chengzhong Xu Hui Kong ISeg VLM 3DPC 30 10 0 24 Jun 2022