U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

Papers citing "U-Net: Convolutional Networks for Biomedical Image Segmentation"

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Title
Accurate and lightweight dehazing via multi-receptive-field non-local network and novel contrastive regularization Zewei He Zi-Yuan Chen Ziqian Lu Xue-Cheng Sun Zheming Lu Hao Luo Zhe-ming Lu Evangelos K. Markakis 78 2 0 01 Jul 2025
Pixel super-resolved virtual staining of label-free tissue using diffusion models Yijie Zhang Luzhe Huang N. Pillar Yuezun Li Hanlong Chen Aydogan Ozcan 76 3 0 01 Jul 2025
Multi-encoder nnU-Net outperforms transformer models with self-supervised pretraining Seyedeh Sahar Taheri Otaghsara Reza Rahmanzadeh ViT 71 0 0 01 Jul 2025
YOLO-LLTS: Real-Time Low-Light Traffic Sign Detection via Prior-Guided Enhancement and Multi-Branch Feature Interaction Ziyu Lin Yunfan Wu Yuhang Ma Junzhou Chen Ronghui Zhang Jiaming Wu Guodong Yin Liang Lin 150 0 0 01 Jul 2025
MedSegNet10: A Publicly Accessible Network Repository for Split Federated Medical Image Segmentation C. Shiranthika Zahra Hafezi Kafshgari Hadi Hadizadeh Parvaneh Saeedi FedML 96 0 0 01 Jul 2025
Diffusion Models for Robotic Manipulation: A Survey Rosa Wolf Yitian Shi Sheng Liu Rania Rayyes 125 2 0 01 Jul 2025
PerLDiff: Controllable Street View Synthesis Using Perspective-Layout Diffusion Models Jinhua Zhang Hualian Sheng Sijia Cai Bing Deng Qiao Liang Wen Li Ying Fu Jieping Ye Shuhang Gu DiffM 75 2 0 01 Jul 2025
HumanGif: Single-View Human Diffusion with Generative Prior Shoukang Hu Takuya Narihira Kazumi Fukuda Ryosuke Sawata Takashi Shibuya Yuki Mitsufuji 205 2 0 01 Jul 2025
Supporting renewable energy planning and operation with data-driven high-resolution ensemble weather forecast Jinqiao Wang Jie Chao Steve Yang Congyi Nai Kaijun Ren ... Hanqiuzi Wen Ziniu Xiao Lifeng Zhang Xiaodong Wang Jiping Guan 101 0 0 01 Jul 2025
GM-MoE: Low-Light Enhancement with Gated-Mechanism Mixture-of-Experts Minwen Liao Hao Bo Dong Xinyi Wang Kurban Ubul Ziyang Yan Yihua Shao DiffM MoE 127 0 0 01 Jul 2025
PEACE: Prompt Engineering Automation for CLIPSeg Enhancement for Safe-Landing Zone Segmentation Haechan Mark Bong Rongge Zhang Ricardo de Azambuja Giovanni Beltrame 97 2 0 01 Jul 2025
Drivetrain simulation using variational autoencoders Pallavi Sharma Jorge-Humberto Urrea-Quintero Bogdan Bogdan Adrian-Dumitru Ciotec Laura Vasilie Henning Wessels Matteo Skull 457 0 0 01 Jul 2025
Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles Xing Shen Hengguan Huang Brennan Nichyporuk Tal Arbel MedIm 133 4 0 01 Jul 2025
Structure-Aware Radar-Camera Depth Estimation Fuyi Zhang Zhu Yu Chunhao Li Runmin Zhang Xiaokai Bai Zili Zhou Si-Yuan Cao Fang Wang Hui-Liang Shen MDE 123 0 0 01 Jul 2025
Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement Yuqi Liu Bohao Peng Zhisheng Zhong Zihao Yue Fanbin Lu Bei Yu Jiaya Jia LRM VLM 123 46 0 01 Jul 2025
Beyond Blur: A Fluid Perspective on Generative Diffusion Models Grzegorz Gruszczynski Michal Jan Wlodarczyk Jakub J Meixner Przemyslaw Musialski DiffM 20 0 0 20 Jun 2025
A Prior-Guided Joint Diffusion Model in Projection Domain for PET Tracer Conversion Fang Chen Weifeng Zhang Xingyu Ai Bingxuan Li An Li Qiegen Liu MedIm 25 0 0 20 Jun 2025
Reversing Flow for Image Restoration Haina Qin Wenyang Luo L. xilinx Wang Dandan Zheng Jingdong Chen Ming Yang Bing Li Weiming Hu 21 0 0 20 Jun 2025
TextBraTS: Text-Guided Volumetric Brain Tumor Segmentation with Innovative Dataset Development and Fusion Module Exploration Xiaoyu Shi R. Jain Yinhao Li Ruibo Hou Jingliang Cheng J. Bai Guohua Zhao Lanfen Lin R. Xu Yen-Wei Chen 19 0 0 20 Jun 2025
Schrödinger Bridge Matching for Tree-Structured Costs and Entropic Wasserstein Barycentres Samuel Howard Peter Potaptchik George Deligiannidis OT 28 0 0 20 Jun 2025
3DeepRep: 3D Deep Low-rank Tensor Representation for Hyperspectral Image Inpainting Yunshan Li W. Gong Qianqian Wang C. Wang L. Yang 17 0 0 20 Jun 2025
Noise-Informed Diffusion-Generated Image Detection with Anomaly Attention Weinan Guan Wei Wang Bo Peng Ziwen He Jing Dong Haonan Cheng DiffM 19 0 0 20 Jun 2025
Co-Seg++: Mutual Prompt-Guided Collaborative Learning for Versatile Medical Segmentation Qing Xu Yuxiang Luo Wenting Duan Zhen Chen 10 0 0 20 Jun 2025
Visual-Instructed Degradation Diffusion for All-in-One Image Restoration Wenyang Luo Haina Qin Zewen Chen L. xilinx Wang Dandan Zheng Yuming Li Yufan Liu B. Li Weiming Hu 20 0 0 20 Jun 2025
SDDiff: Boost Radar Perception via Spatial-Doppler Diffusion Shengpeng Wang Xin Luo Yulong Xie Wei Wang 11 0 0 20 Jun 2025
From Semantic To Instance: A Semi-Self-Supervised Learning Approach Keyhan Najafian F. Maleki Lingling Jin Ian Stavness ISeg 30 0 0 19 Jun 2025
VesselSDF: Distance Field Priors for Vascular Network Reconstruction Salvatore Esposito Daniel Rebain A. Onken Changjian Li Oisin Mac Aodha 7 0 0 19 Jun 2025
MBA: Multimodal Bidirectional Attack for Referring Expression Segmentation Models Xingbai Chen Tingchao Fu Renyang Liu Wei Zhou Chao Yi AAML 22 0 0 19 Jun 2025
CF-Seg: Counterfactuals meet Segmentation Raghav Mehta Fabio De Sousa Ribeiro Tian Xia Mélanie Roschewitz Ainkaran Santhirasekaram Dominic C. Marshall Ben Glocker 15 0 0 19 Jun 2025
Heterogeneous-Modal Unsupervised Domain Adaptation via Latent Space Bridging Jiawen Yang Shuhao Chen Yucong Duan K. Tang Yu Zhang 12 0 0 19 Jun 2025
AGE-US: automated gestational age estimation based on fetal ultrasound images César Díaz-Parga M. Nuñez-Garcia Maria J. Carreira G. Bernardino Nicolás Vila-Blanco 5 0 0 19 Jun 2025
Prompt-based Dynamic Token Pruning to Guide Transformer Attention in Efficient Segmentation Pallabi Dutta Anubhab Maity S. Mitra MedIm 18 0 0 19 Jun 2025
From Coarse to Continuous: Progressive Refinement Implicit Neural Representation for Motion-Robust Anisotropic MRI Reconstruction Zhenxuan Zhang Lipei Zhang Yanqi Cheng Zi Wang Fanwen Wang ... Jiahao Huang Angelica I Aviles-Rivero Zhifan Gao Guang Yang Peter J. Lally 14 0 0 19 Jun 2025
Hybrid Attention Network for Accurate Breast Tumor Segmentation in Ultrasound Images Muhammad Azeem Aslam Asim Naveed Nisar Ahmed 12 0 0 19 Jun 2025
Unsupervised deep learning model for fast energy layer pre-selection of delivery-efficient proton arc therapy plan optimization of nasopharyngeal carcinoma Bohan Yang Gang Liu Rirao Dao Yujia Qian Ke Shi Anke Tang Yong Luo Jingnan Liu 10 0 0 18 Jun 2025
BCRNet: Enhancing Landmark Detection in Laparoscopic Liver Surgery via Bezier Curve Refinement Qian Li Feng Liu Shuojue Yang Daiyun Shen Yueming Jin MedIm 15 0 0 18 Jun 2025
Enhancing Vector Quantization with Distributional Matching: A Theoretical and Empirical Study Xianghong Fang Litao Guo Hengchao Chen Yuxuan Zhang XiaofanXia ... Yexin Liu Hao Wang Harry Yang Yuan Yuan Qiang Sun MQ 18 0 0 18 Jun 2025
Conquering the Retina: Bringing Visual in-Context Learning to OCT Alessio Negrini Simon Reiß 12 0 0 18 Jun 2025
A Real-time Endoscopic Image Denoising System Yu Xing Shishi Huang Meng Lv Guo Chen Huailiang Wang Lingzhi Sui 5 0 0 18 Jun 2025
Domain Adaptation for Image Classification of Defects in Semiconductor Manufacturing Adrian Poniatowski Natalie Gentner Manuel Barusco Davide Dalle Pezze Samuele Salti Gian Antonio Susto 12 0 0 18 Jun 2025
NTIRE 2025 Image Shadow Removal Challenge Report Florin-Alexandru Vasluianu Tim Seizinger Z. Zhou C. L. Philip Chen Zongwei Wu ... Suiyi Zhao Bo Wang Yan Luo M. Y. Wang Yilin Zhang 46 1 0 18 Jun 2025
Evolutionary Caching to Accelerate Your Off-the-Shelf Diffusion Model Anirud Aggarwal Abhinav Shrivastava M. Gwilliam 50 0 0 18 Jun 2025
A Comparative Evaluation of Deep Learning Models for Speech Enhancement in Real-World Noisy Environments Md Jahangir Alam Khondkar Ajan Ahmed Masudul H. Imtiaz Stephanie Schuckers 11 0 0 17 Jun 2025
Pose State Perception of Interventional Robot for Cardio-cerebrovascular Procedures Shunhan Ji Yanxi Chen Zhongyu Yang Quan Zhang Xiaohang Nie Jingqian Sun Yichao Tang 20 0 0 17 Jun 2025
Pixel-wise Modulated Dice Loss for Medical Image Segmentation Seyed Mohsen Hosseini 19 0 0 17 Jun 2025
DiFuse-Net: RGB and Dual-Pixel Depth Estimation using Window Bi-directional Parallax Attention and Cross-modal Transfer Learning Kunal Swami Debtanu Gupta A. Muduli Chirag Jaiswal Pankaj Bajpai MDE 22 0 0 17 Jun 2025
Plug-and-Play with 2.5D Artifact Reduction Prior for Fast and Accurate Industrial Computed Tomography Reconstruction Haley Duba-Sullivan Aniket Pramanik Venkatakrishnan Singanallur A. Ziabari MedIm 16 0 0 17 Jun 2025
From Bytes to Ideas: Language Modeling with Autoregressive U-Nets Mathurin Videau Badr Youbi Idrissi Alessandro Leite Marc Schoenauer O. Teytaud David Lopez-Paz 22 0 0 17 Jun 2025
CALM: Contextual Analog Logic with Multimodality Maxwell J. Jacobson Corey J. Maley Yexiang Xue 10 0 0 17 Jun 2025
BRISC: Annotated Dataset for Brain Tumor Segmentation and Classification with Swin-HAFNet Amirreza Fateh Yasin Rezvani Sara Moayedi Sadjad Rezvani Fatemeh Fateh Mansoor Fateh 20 0 0 17 Jun 2025