Deeply-Supervised Nets

18 September 2014

Chen-Yu Lee

Papers citing "Deeply-Supervised Nets"

50 / 855 papers shown

Title
Multitask Learning in Minimally Invasive Surgical Vision: A Review Oluwatosin O. Alabi Tom Kamiel Magda Vercauteren Miaojing Shi 31 3 0 16 Jan 2024
An Automatic Cascaded Model for Hemorrhagic Stroke Segmentation and Hemorrhagic Volume Estimation Weijing Xu Z. Sha Huihua Yang Rongcai Jiang Zhanying Li Wentao Liu Ruisheng Su 24 0 0 09 Jan 2024
EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism Yanxi Chen Xuchen Pan Yaliang Li Bolin Ding Jingren Zhou LRM 41 30 0 08 Dec 2023
Large Model Based Referring Camouflaged Object Detection Shupeng Cheng Ge-Peng Ji Pengda Qin Deng-Ping Fan Bowen Zhou Peng Xu ObjD 29 8 0 28 Nov 2023
DTP-Net: Learning to Reconstruct EEG signals in Time-Frequency Domain by Multi-scale Feature Reuse Yan Pei Jiahui Xu Qianhao Chen Chenhao Wang Feng Yu Lisan Zhang Wei Luo 15 3 0 27 Nov 2023
Multi-view Hybrid Graph Convolutional Network for Volume-to-mesh Reconstruction in Cardiovascular MRI Nicolás Gaggion Benjamin A. Matheson Yan Xia Rodrigo Bonazzola Nishant Ravikumar Zeike A. Taylor Diego H. Milone Alejandro F. Frangi Enzo Ferrante 35 3 0 22 Nov 2023
CrackCLF: Automatic Pavement Crack Detection based on Closed-Loop Feedback Chong Li Zhun Fan Ying Chen Huibiao Lin Laura Moretti G. Loprencipe Weihua Sheng Kelvin C. P. Wang 15 7 0 20 Nov 2023
Low-Precision Floating-Point for Efficient On-Board Deep Neural Network Processing Cédric Gernigon Silviu-Ioan Filip Olivier Sentieys Clément Coggiola Mickael Bruno MQ 24 8 0 18 Nov 2023
Automatic measurement of coverage area of water-based pesticides-surfactant formulation on plant leaves using deep learning tools Fabio Grazioso A. A. Atsapina G. L. O. Obaeed N. Ivanova 14 0 0 17 Nov 2023
CV-Attention UNet: Attention-based UNet for 3D Cerebrovascular Segmentation of Enhanced TOF-MRA Images Syed Farhan Abbas N. Duc Yoon-Oh Song Kyungwon Kim Ekta Srivastava Boreom Lee 25 0 0 16 Nov 2023
DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models Peng Tang Pengkai Zhu Tian Li Srikar Appalaraju Vijay Mahadevan R. Manmatha 57 7 0 15 Nov 2023
Solutions to Elliptic and Parabolic Problems via Finite Difference Based Unsupervised Small Linear Convolutional Neural Networks A. Celaya Keegan L. A. Kirk David T. Fuentes Beatrice Riviere 13 1 0 01 Nov 2023
Skip-WaveNet: A Wavelet based Multi-scale Architecture to Trace Snow Layers in Radar Echograms D. Varshney M. Yari O. Ibikunle Jilu Li John Paden Maryam Rahnemoonfar Maryam Rahnemoonfar 69 1 0 30 Oct 2023
Balanced Group Convolution: An Improved Group Convolution Based on Approximability Estimates Youngkyu Lee Jongho Park Chang-Ock Lee 10 0 0 19 Oct 2023
FNOSeg3D: Resolution-Robust 3D Image Segmentation with Fourier Neural Operator Ken C. L. Wong Hongzhi Wang T. Syeda-Mahmood 41 0 0 05 Oct 2023
HartleyMHA: Self-Attention in Frequency Domain for Resolution-Robust and Parameter-Efficient 3D Image Segmentation Ken C. L. Wong Hongzhi Wang T. Syeda-Mahmood 42 1 0 05 Oct 2023
Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation Qingjie Zeng Yutong Xie Ziling Lu Mengkang Lu Yong-quan Xia 28 4 0 26 Sep 2023
Changes-Aware Transformer: Learning Generalized Changes Representation Dan Wang Licheng Jiao Jing Chen Shuyuan Yang Fang Liu OOD AI4TS 16 0 0 24 Sep 2023
Flow Factorized Representation Learning Yue Song Thomas Anderson Keller N. Sebe Max Welling DRL OOD 29 3 0 22 Sep 2023
Action Segmentation Using 2D Skeleton Heatmaps and Multi-Modality Fusion Syed Waleed Hyder Muhammad Usama Anas Zafar Muhammad Naufil Fawad Javed Fateh Andrey Konin M. Zia Quoc-Huy Tran 32 5 0 12 Sep 2023
Knowledge Distillation Layer that Lets the Student Decide Ada Gorgun Y. Z. Gürbüz A. Aydin Alatan 29 0 0 06 Sep 2023
On the Implicit Bias of Adam M. D. Cattaneo Jason M. Klusowski Boris Shigida 38 18 0 31 Aug 2023
Using Early Exits for Fast Inference in Automatic Modulation Classification E. Mohammed Omar Mashaal H. Abou-zeid 26 3 0 22 Aug 2023
CartiMorph: a framework for automated knee articular cartilage morphometrics Yongcheng Yao Jun-Wu Zhong Lu Zhang Sheheryar Khan Weitian Chen 33 3 0 03 Aug 2023
Spiking Neural Networks and Bio-Inspired Supervised Deep Learning: A Survey Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato 28 8 0 30 Jul 2023
Model Compression Methods for YOLOv5: A Review Mohammad Jani Jamil Fayyad Younes Al Younes H. Najjaran 36 14 0 21 Jul 2023
HODINet: High-Order Discrepant Interaction Network for RGB-D Salient Object Detection Kang Yi Jing Xu Xiao Jin Fu-Bin Guo Yanfeng Wu 26 0 0 03 Jul 2023
No-Service Rail Surface Defect Segmentation via Normalized Attention and Dual-scale Interaction Gongyang Li Chengjun Han Zhi Liu 29 10 0 27 Jun 2023
Toward Fairness Through Fair Multi-Exit Framework for Dermatological Disease Diagnosis Ching-Hao Chiu Hao-Wei Chung Yu-Jen Chen Yi Shi Tsung-Yi Ho 41 10 0 26 Jun 2023
Error correcting 2D-3D cascaded network for myocardial infarct scar segmentation on late gadolinium enhancement cardiac magnetic resonance images Matthias Schwab M. Pamminger C. Kremser D. Obmann Markus Haltmeier Agnes Mayr 34 1 0 26 Jun 2023
Dynamic Perceiver for Efficient Visual Recognition Yizeng Han Dongchen Han Zeyu Liu Yulin Wang Xuran Pan Yifan Pu Chaorui Deng Junlan Feng S. Song Gao Huang 32 29 0 20 Jun 2023
Hidden Classification Layers: Enhancing linear separability between classes in neural networks layers Andrea Apicella Francesco Isgrò R. Prevete 26 0 0 09 Jun 2023
Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment Alignment Quoc-Huy Tran A. Mehmood Muhammad Ahmed Muhammad Naufil Ana Zafar Andrey Konin M. Zia ViT 33 10 0 31 May 2023
CLUSTSEG: Clustering for Universal Segmentation James Liang Tianfei Zhou Dongfang Liu Wenguan Wang VLM 69 48 0 03 May 2023
Model-agnostic Measure of Generalization Difficulty Akhilan Boopathy Kevin Liu Jaedong Hwang Shu Ge Asaad Mohammedsaleh Ila Fiete 80 4 0 01 May 2023
Advances in Deep Concealed Scene Understanding Deng-Ping Fan Ge-Peng Ji Peng Xu Ming-Ming Cheng Daniel Gehrig Luc Van Gool 42 69 0 21 Apr 2023
StageInteractor: Query-based Object Detector with Cross-stage Interaction Yao Teng Haisong Liu Sheng Guo Limin Wang ObjD 34 8 0 11 Apr 2023
HST-MRF: Heterogeneous Swin Transformer with Multi-Receptive Field for Medical Image Segmentation Xiaofei Huang Hongfang Gong Jin Zhang MedIm 34 2 0 10 Apr 2023
ADS_UNet: A Nested UNet for Histopathology Image Segmentation Yi-Lun Yang S. Dasmahapatra S. Mahmoodi MedIm SSeg 34 16 0 10 Apr 2023
AutoQNN: An End-to-End Framework for Automatically Quantizing Neural Networks Cheng Gong Ye Lu Surong Dai Deng Qian Chenkun Du Tao Li MQ 32 0 0 07 Apr 2023
Small but Mighty: Enhancing 3D Point Clouds Semantic Segmentation with U-Next Framework Ziyin Zeng Qingyong Hu Zhong Xie Jian Zhou Yongyang Xu 3DPC 37 9 0 03 Apr 2023
Domain Adaptive Semantic Segmentation by Optimal Transport Yaqian Guo Xiao Wang Ce Li Shihui Ying OT 19 10 0 29 Mar 2023
Towards Diverse Binary Segmentation via A Simple yet General Gated Network Xiaoqi Zhao Youwei Pang Lihe Zhang Huchuan Lu Lei Zhang 28 15 0 18 Mar 2023
GDDS: Pulmonary Bronchioles Segmentation with Group Deep Dense Supervision Mingyue Zhao Shang Zhao Quan Quan L. Fan Xiaolan Qiu Shiyuan Liu S.Kevin Zhou 30 7 0 16 Mar 2023
Metric-Free Exploration for Topological Mapping by Task and Motion Imitation in Feature Space Yuhang He Irving Fang Yiming Li Rushin Shah Chen Feng 26 8 0 16 Mar 2023
M3AE: Multimodal Representation Learning for Brain Tumor Segmentation with Missing Modalities Hong Liu Dong Wei Donghuan Lu J. Sun Liansheng Wang Yefeng Zheng 30 41 0 09 Mar 2023
Scalable Object Detection on Embedded Devices Using Weight Pruning and Singular Value Decomposition D. Ham Jaeyeop Jeong June-Kyoo Park Raehyeon Jeong S. Jeon Hyeongjun Jeon Ye-Eun Lim 22 0 0 05 Mar 2023
Multi-Head Multi-Loss Model Calibration Adrian Galdran Johan W. Verjans G. Carneiro M. A. G. Ballester UQCV 16 7 0 02 Mar 2023
Uncertainty Injection: A Deep Learning Method for Robust Optimization W. Cui Wei Yu UQCV OOD 27 6 0 23 Feb 2023
SU-Net: Pose estimation network for non-cooperative spacecraft on-orbit Huiyu Gao Zhihui Li Depeng Dang Ning Wang Jing Yang 33 10 0 21 Feb 2023