Deeply-Supervised Nets

18 September 2014

Chen-Yu Lee

Papers citing "Deeply-Supervised Nets"

50 / 855 papers shown

Title
MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation Hancan Zhu Jinhao Chen Guanghua He Mamba 34 0 0 17 May 2025
FusionNet: Multi-model Linear Fusion Framework for Low-light Image Enhancement Kangbiao Shi Yixu Feng Tao Hu Yu Cao Peng Wu Yijin Liang Y. Zhang Qingsen Yan 21 0 0 27 Apr 2025
EPSILON: Adaptive Fault Mitigation in Approximate Deep Neural Network using Statistical Signatures Khurram Khalil K. A. Hoque AAML 81 0 0 24 Apr 2025
ViG3D-UNet: Volumetric Vascular Connectivity-Aware Segmentation via 3D Vision Graph Representation Bowen Liu Chunlei Meng Wei Lin Hongda Zhang Ziqing Zhou Zhongxue Gan chun ouyang 26 0 0 18 Apr 2025
DADU: Dual Attention-based Deep Supervised UNet for Automated Semantic Segmentation of Cardiac Images Racheal Mukisa Arvind K. Bansal 29 0 0 18 Apr 2025
AdaptoVision: A Multi-Resolution Image Recognition Model for Robust and Scalable Classification Md. Sanaullah Chowdhury Lameya Sabrin VLM 37 0 0 17 Apr 2025
Improving World Models using Deep Supervision with Linear Probes Andrii Zahorodnii 28 0 0 04 Apr 2025
Deeply Supervised Flow-Based Generative Models Inkyu Shin Chenglin Yang Liang-Chieh Chen 63 1 0 18 Mar 2025
TAU: Modeling Temporal Consistency Through Temporal Attentive U-Net for PPG Peak Detection Chunsheng Zuo Yu Zhao Juntao Ye 44 0 0 13 Mar 2025
Enhancing Non-English Capabilities of English-Centric Large Language Models through Deep Supervision Fine-Tuning Wenshuai Huo Xiaocheng Feng Yichong Huang Chengpeng Fu Baohang Li ... Dandan Tu Duyu Tang Yunfei Lu Hui Wang Bing Qin 65 3 0 03 Mar 2025
EU-Nets: Enhanced, Explainable and Parsimonious U-Nets B. Sun P. Liò 57 0 0 25 Feb 2025
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations Benedikt Alkin Lukas Miklautz Sepp Hochreiter Johannes Brandstetter VLM 78 8 0 24 Feb 2025
SoundLoc3D: Invisible 3D Sound Source Localization and Classification Using a Multimodal RGB-D Acoustic Camera Yuhang He Sangyun Shin Anoop Cherian Niki Trigoni Andrew Markham 88 0 0 31 Dec 2024
Improving Quantization-aware Training of Low-Precision Network via Block Replacement on Full-Precision Counterpart Chengting Yu Shu Yang Fengzhao Zhang Hanzhi Ma Aili Wang Er-ping Li MQ 86 2 0 20 Dec 2024
Mask Enhanced Deeply Supervised Prostate Cancer Detection on B-mode Micro-Ultrasound Lichun Zhang Steve Zhou Moon Hyung Choi Jeong Hoon Lee Shengtian Sang ... Wei Shao Ahmed N. El Kaffas Richard E. Fan G. Sonn M. Rusu MedIm 73 0 0 14 Dec 2024
ANDHRA Bandersnatch: Training Neural Networks to Predict Parallel Realities Venkata Satya Sai Ajay Daliparthi 77 0 0 28 Nov 2024
EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality Sanghyeok Lee Joonmyung Choi Hyunwoo J. Kim 118 3 0 22 Nov 2024
FIAS: Feature Imbalance-Aware Medical Image Segmentation with Dynamic Fusion and Mixing Attention Xiwei Liu Min Xu Qirong Ho MedIm 33 0 0 16 Nov 2024
Guided Learning: Lubricating End-to-End Modeling for Multi-stage Decision-making Jian Guo Saizhuo Wang Yiyan Qi 35 0 0 15 Nov 2024
An Empirical Analysis of Speech Self-Supervised Learning at Multiple Resolutions Theo Clark Benedetta Cevoli Eloy de Jong Timofey Abramski Jamie Dougherty SSL 41 0 0 31 Oct 2024
On the VC dimension of deep group convolutional neural networks Anna Sepliarskaia S. Langer Johannes Schmidt-Hieber MLT 33 0 0 21 Oct 2024
An Enhanced Harmonic Densely Connected Hybrid Transformer Network Architecture for Chronic Wound Segmentation Utilising Multi-Colour Space Tensor Merging B. Cassidy Christian Mcbride Connah Kendrick N. Reeves Joseph M Pappachan ... Metib Alotaibi Abdullah Abdulaziz AlWabel Mohammad Alderwish Kuan-Ying Lai Moi Hoon Yap 43 1 0 04 Oct 2024
Counterfactuals and Uncertainty-Based Explainable Paradigm for the Automated Detection and Segmentation of Renal Cysts in Computed Tomography Images: A Multi-Center Study Zohaib Salahuddin A. Ibrahim Sheng Kuang Y. Widaatalla R. Miclea ... Tom Marcelissen Patricia Zondervan Auke Jager Philippe Lambin Henry C. Woodruff MedIm 32 0 0 07 Aug 2024
Deep Feature Surgery: Towards Accurate and Efficient Multi-Exit Networks Cheng Gong Yao Chen Qiuyang Luo Ye Lu Tao Li Yuzhi Zhang Yufei Sun Le Zhang 49 0 0 19 Jul 2024
MemWarp: Discontinuity-Preserving Cardiac Registration with Memorized Anatomical Filters Han Zhang Xiang Chen Renjiu Hu Dongdong Liu Gaolei Li Rongguang Wang 40 3 0 10 Jul 2024
Graph-Boosted Attentive Network for Semantic Body Parsing T. Wang Huiling Wang 3DH 33 6 0 08 Jul 2024
Towards Exact Computation of Inductive Bias Akhilan Boopathy William Yue Jaedong Hwang Abhiram Iyer Ila Fiete 44 0 0 22 Jun 2024
An Effective Weight Initialization Method for Deep Learning: Application to Satellite Image Classification W. Boulila Eman Alshanqiti Ayyub Alzahem Anis Koubaa Nabil Mlaiki 36 2 0 01 Jun 2024
MALT: Multi-scale Action Learning Transformer for Online Action Detection Zhipeng Yang Ruoyu Wang Yang Tan Liping Xie OffRL 43 1 0 31 May 2024
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts Xinru Zhang N. Ou Berke Doga Basaran Marco Visentin Mengyun Qiao ... Ouyang Cheng Yaou Liu Paul M. Matthew Chuyang Ye Wenjia Bai MedIm 45 4 0 16 May 2024
Vision-Language Modeling with Regularized Spatial Transformer Networks for All Weather Crosswind Landing of Aircraft Debabrata Pal Anvita Singh Saumya Saumya Shouvik Das 36 0 0 09 May 2024
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey Guoping Xu Xiaxia Wang Xinglong Wu Xuesong Leng Yongchao Xu 3DPC 43 8 0 02 May 2024
MFDS-Net: Multi-Scale Feature Depth-Supervised Network for Remote Sensing Change Detection with Global Semantic and Detail Information Zhenyang Huang Zhaojin Fu Jintao Song Genji Yuan Jinjiang Li 35 0 0 02 May 2024
DmADs-Net: Dense multiscale attention and depth-supervised network for medical image segmentation Zhaojin Fu Zheng Chen Jinjiang Li Lu Ren MedIm 21 1 0 01 May 2024
Stochastic Spiking Neural Networks with First-to-Spike Coding Yi Jiang Sen Lu Abhronil Sengupta 43 0 0 26 Apr 2024
AdaQAT: Adaptive Bit-Width Quantization-Aware Training Cédric Gernigon Silviu-Ioan Filip Olivier Sentieys Clément Coggiola Mickael Bruno 28 2 0 22 Apr 2024
Msmsfnet: a multi-stream and multi-scale fusion net for edge detection Chenguang Liu Chisheng Wang Feifei Dong Xiayang Xiao Xin Su Chuanhua Zhu Dejin Zhang Qingquan Li 27 1 0 07 Apr 2024
DRCT: Saving Image Super-resolution away from Information Bottleneck Chih-Chung Hsu Chia-Ming Lee Yi-Shiuan Chou 32 33 0 31 Mar 2024
Deep Learning for Segmentation of Cracks in High-Resolution Images of Steel Bridges Andrii Kompanets Gautam Pai R. Duits Davide Leonetti Bert Snijder 46 1 0 26 Mar 2024
HemoSet: The First Blood Segmentation Dataset for Automation of Hemostasis Management Albert J. Miao Shan Lin Jingpei Lu Florian Richter Benjamin T Ostrander E. Funk Ryan K. Orosco Michael C. Yip 26 2 0 24 Mar 2024
Learning User Embeddings from Human Gaze for Personalised Saliency Prediction Florian Strohm Mihai Bâce Andreas Bulling 34 1 0 20 Mar 2024
Enhancing Out-of-Distribution Detection with Multitesting-based Layer-wise Feature Fusion Jiawei Li Sitong Li Shanshan Wang Yicheng Zeng Falong Tan Chuanlong Xie OODD 38 1 0 16 Mar 2024
Scaling Supervised Local Learning with Augmented Auxiliary Networks Chenxiang Ma Jibin Wu Chenyang Si Kay Chen Tan 49 2 0 27 Feb 2024
YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information Chien-Yao Wang I-Hau Yeh Hongpeng Liao 57 1,164 0 21 Feb 2024
BronchoTrack: Airway Lumen Tracking for Branch-Level Bronchoscopic Localization Qingyao Tian Huai Liao Xinyan Huang Bingyu Yang Jinlin Wu Jian Chen Lujie Li Hongbin Liu 39 3 0 20 Feb 2024
Pruning Sparse Tensor Neural Networks Enables Deep Learning for 3D Ultrasound Localization Microscopy Brice Rauby Paul Xing Jonathan Porée Maxime Gasse Jean Provost 30 2 0 14 Feb 2024
Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining Jiarun Liu Hao Yang Hong-Yu Zhou Yan Xi Lequan Yu ... Yong Liang Guangming Shi Shaoting Zhang Hairong Zheng Shanshan Wang Mamba 56 146 0 05 Feb 2024
Densely Decoded Networks with Adaptive Deep Supervision for Medical Image Segmentation Suraj Mishra Danny Ziyi Chen MedIm 28 0 0 05 Feb 2024
Deep Supervision by Gaussian Pseudo-label-based Morphological Attention for Abdominal Aorta Segmentation in Non-Contrast CTs Qixiang Ma Antoine Lucas A. Kaladji P. Haigron 64 0 0 04 Feb 2024
MOSformer: Momentum encoder-based inter-slice fusion transformer for medical image segmentation De-Xing Huang Xiao-Hu Zhou Xiaoliang Xie Shiqi Liu Zhen-Qiu Feng Mei-Jiang Gui Hao Li Tian-Yu Xiang Xiu-Ling Liu Zeng-Guang Hou MedIm 38 1 0 22 Jan 2024