U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

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

50 / 7,845 papers shown

Title
Erased but Not Forgotten: How Backdoors Compromise Concept Erasure Jonas Henry Grebe Tobias Braun Marcus Rohrbach Anna Rohrbach AAML 80 0 0 29 Apr 2025
JTreeformer: Graph-Transformer via Latent-Diffusion Model for Molecular Generation J. Q. Shi Chengxun Xie Zhonghao Li Xinming Zhang Miao Zhang MedIm 26 0 0 29 Apr 2025
Quality-factor inspired deep neural network solver for solving inverse scattering problems Yutong Du Zicheng Liu Miao Cao Zupeng Liang Yali Zong Changyou Li 41 0 0 29 Apr 2025
AI Assisted Cervical Cancer Screening for Cytology Samples in Developing Countries Love Panta Suraj Prasai Karishma Malla Vaidya Shyam Shrestha Suresh Manandhar 44 0 0 29 Apr 2025
LDPoly: Latent Diffusion for Polygonal Road Outline Extraction in Large-Scale Topographic Mapping Weiqin Jiao Hao Cheng G. Vosselman Claudio Persello 81 0 0 29 Apr 2025
Leveraging Depth Maps and Attention Mechanisms for Enhanced Image Inpainting Jin Hyun Park Harine Choi Praewa Pitiphat 52 0 0 29 Apr 2025
DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction Rudy Morel Jiequn Han Edouard Oyallon AI4CE 51 0 0 28 Apr 2025
CineVerse: Consistent Keyframe Synthesis for Cinematic Scene Composition Quynh Phung Long Mai Fabian Caba Heilbron Feng Liu Jia-Bin Huang Cusuh Ham DiffM VGen CoGe 106 0 0 28 Apr 2025
UNet with Axial Transformer : A Neural Weather Model for Precipitation Nowcasting Maitreya Sonawane Sumit Mamtani 63 0 0 28 Apr 2025
Magnifier: A Multi-grained Neural Network-based Architecture for Burned Area Delineation Daniele Rege Cambrin Luca Colomba Paolo Garza 44 0 0 28 Apr 2025
SRMF: A Data Augmentation and Multimodal Fusion Approach for Long-Tail UHR Satellite Image Segmentation Yulong Guo Zilun Zhang Yongheng Shang Tiancheng Zhao Shuiguang Deng Yingchun Yang Jianwei Yin 68 0 0 28 Apr 2025
AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual Analysis Haroui Ma Francesco Quinzan Theresa Willem Stefan Bauer 76 0 0 28 Apr 2025
Crowd Detection Using Very-Fine-Resolution Satellite Imagery Tong Xiao Qunming Wang Ping Lu Tenghai Huang Xiaohua Tong P. M. Atkinson 59 0 0 28 Apr 2025
$RadioFormer: A Multiple-Granularity Radio Map Estimation Transformer with 1\textpertenthousand Spatial Sampling$ RadioFormer: A Multiple-Granularity Radio Map Estimation Transformer with 1\textpertenthousand Spatial Sampling Zheng Fang Kangjun Liu Ke Chen Qingyu Liu J. Zhang Lingyang Song Yaowei Wang 41 0 0 27 Apr 2025
MIA-Mind: A Multidimensional Interactive Attention Mechanism Based on MindSpore Zhenkai Qin Jiaquan Liang Qiao Fang 46 0 0 27 Apr 2025
CapsFake: A Multimodal Capsule Network for Detecting Instruction-Guided Deepfakes Tuan Nguyen Naseem Khan Issa Khalil AAML 59 0 0 27 Apr 2025
Enhancing seeding efficiency using a computer vision system to monitor furrow quality in real-time Sidharth Rai Aryan Dalal Riley Slichter Ajay Sharda 39 0 0 27 Apr 2025
Predicting Stress in Two-phase Random Materials and Super-Resolution Method for Stress Images by Embedding Physical Information Tengfei Xing Xiaodan Ren Jie Li 38 1 0 26 Apr 2025
SSA-UNet: Advanced Precipitation Nowcasting via Channel Shuffling Marco Turzi Siamak Mehrkanoon AI4TS 57 0 0 25 Apr 2025
A BERT-Style Self-Supervised Learning CNN for Disease Identification from Retinal Images Xin Li Wenhui Zhu Peijie Qiu Oana Dumitrascu Amal Youssef Y. Wang SSL MedIm 92 0 0 25 Apr 2025
Nearly isotropic segmentation for medial temporal lobe subregions in multi-modality MRI Yue Li Pulkit Khandelwal L. Xie L. Wisse Nidhi Mundada ... Emily McGrew Amanda E Denning Sandhitsu R. Das David A. Wolk Paul Yushkevich 38 0 0 25 Apr 2025
NUDF: Neural Unsigned Distance Fields for high resolution 3D medical image segmentation Kristine Sørensen Oscar Camara O. D. Backer Klaus Kofoed Rasmus Paulsen 3DV 54 4 0 25 Apr 2025
Depth3DLane: Monocular 3D Lane Detection via Depth Prior Distillation Dongxin Lyu Han Huang Cheng Tan Zimu Li MDE 63 0 0 25 Apr 2025
HepatoGEN: Generating Hepatobiliary Phase MRI with Perceptual and Adversarial Models Jens Hooge Gerard Sanroma-Guell Faidra Stavropoulou Alexander Ullmann Gesine Knobloch Mark Klemens Carola Schmidt Sabine Weckbach Andreas Bolz DiffM MedIm 92 0 0 25 Apr 2025
Federated Client-tailored Adapter for Medical Image Segmentation Guyue Hu Siyuan Song Yukun Kang Z. Yin Gangming Zhao Chenglong Li Jin Tang FedML MedIm 166 0 0 25 Apr 2025
Fine-tune Smarter, Not Harder: Parameter-Efficient Fine-Tuning for Geospatial Foundation Models Francesc Marti Escofet Benedikt Blumenstiel L. Scheibenreif P. Fraccaro Konrad Schindler 46 0 0 24 Apr 2025
3D Deep-learning-based Segmentation of Human Skin Sweat Glands and Their 3D Morphological Response to Temperature Variations Shaoyu Pei Renxiong Wu Hao Zheng Lang Qin Shuaichen Lin ... Wenjing Huang Z. Wang Mohan Qin Y. Liu Guangming Ni 3DH 46 0 0 24 Apr 2025
Dual Prompting Image Restoration with Diffusion Transformers Dehong Kong Fan Li Zhixin Wang Jiaqi Xu Renjing Pei W. J. Li Wenqi Ren DiffM 64 0 0 24 Apr 2025
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Zihan Cheng Jintao Guo J. Zhang Lei Qi Luping Zhou Yinghuan Shi Yang Gao Mamba 41 0 0 24 Apr 2025
DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks Yinqi Li Hong Chang Ruibing Hou Shiguang Shan Xilin Chen DiffM 52 0 0 24 Apr 2025
3DV-TON: Textured 3D-Guided Consistent Video Try-on via Diffusion Models Min Wei Chaohui Yu Jingkai Zhou Fan Wang DiffM VGen 42 0 0 24 Apr 2025
Decentralized Time Series Classification with ROCKET Features Bruno Casella Matthias Jakobs Marco Aldinucci Sebastian Buschjäger AI4TS 20 0 0 24 Apr 2025
HydroStartML: A combined machine learning and physics-based approach to reduce hydrological model spin-up time Louisa Pawusch Stefania Scheurer Wolfgang Nowak Reed Maxwell AI4CE 32 0 0 24 Apr 2025
SemanticSugarBeets: A Multi-Task Framework and Dataset for Inspecting Harvest and Storage Characteristics of Sugar Beets Gerardus Croonen Andreas Trondl Julia Simon Daniel Steininger 32 0 0 23 Apr 2025
Physics-guided and fabrication-aware inverse design of photonic devices using diffusion models D. Seo Soobin Um Sangbin Lee Jong Chul Ye Haejun Chung 35 0 0 23 Apr 2025
A multi-scale vision transformer-based multimodal GeoAI model for mapping Arctic permafrost thaw Wenwen Li Chia-Yu Hsu Sizhe Wang Zhining Gu Yili Yang Brendan M. Rogers A. Liljedahl 57 0 0 23 Apr 2025
DERD-Net: Learning Depth from Event-based Ray Densities Diego de Oliveira Hitzges Suman Ghosh Guillermo Gallego 3DV MDE 23 0 0 22 Apr 2025
DeepCS-TRD, a Deep Learning-based Cross-Section Tree Ring Detector Henry Marichal Verónica Casaravilla Candice Power Karolain Mello Joaquín Mazarino Christine Lucas Ludmila Profumo Diego Passarella Gregory Randall 30 0 0 22 Apr 2025
Multimodal Perception for Goal-oriented Navigation: A Survey I-Tak Ieong Hao Tang LM&Ro LRM 31 0 0 22 Apr 2025
ForesightNav: Learning Scene Imagination for Efficient Exploration Hardik Shah Jiaxu Xing Nico Messikommer Boyang Sun Marc Pollefeys Davide Scaramuzza 74 0 0 22 Apr 2025
Benchmarking machine learning models for predicting aerofoil performance Oliver Summerell Gerardo Aragon-Camarasa Stephanie Ordonez Sanchez 17 0 0 22 Apr 2025
DualOptim: Enhancing Efficacy and Stability in Machine Unlearning with Dual Optimizers Xuyang Zhong Haochen Luo Chen Liu MU 25 0 0 22 Apr 2025
Learning Energy-Based Generative Models via Potential Flow: A Variational Principle Approach to Probability Density Homotopy Matching Junn Yong Loo Michelle Adeline Julia Kaiwen Lau Fang Yu Leong Hwa Hui Tew Arghya Pal Vishnu Monn Baskaran Chee-Ming Ting Raphaël C.-W. Phan BDL 61 0 0 22 Apr 2025
Performance Estimation for Supervised Medical Image Segmentation Models on Unlabeled Data Using UniverSeg Jingchen Zou Jianqiang Li Gabriel Jimenez Qing Zhao Daniel Racoceanu Matias Cosarinsky Enzo Ferrante Guanghui Fu 26 0 0 22 Apr 2025
Boosting Generative Image Modeling via Joint Image-Feature Synthesis Theodoros Kouzelis Efstathios Karypidis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis DiffM 31 0 0 22 Apr 2025
Efficient Adaptation of Deep Neural Networks for Semantic Segmentation in Space Applications Leonardo Olivi Edoardo Santero Mormile Enzo Tartaglione SSeg 30 0 0 22 Apr 2025
T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Siyuan Liang Jiayang Liu Jiecheng Zhai Tianmeng Fang Rongcheng Tu A. Liu Xiaochun Cao Dacheng Tao VGen 56 0 0 22 Apr 2025
Uncertainty quantification of neural network models of evolving processes via Langevin sampling C. Safta Reese E. Jones Ravi G. Patel Raelynn Wonnacot Dan S. Bolintineanu Craig M. Hamel S. Kramer BDL 31 0 0 21 Apr 2025
Neural ATTF: A Scalable Solution to Lifelong Multi-Agent Path Planning Kushal Shah Jihyun Park Seung-Kyum Choi 14 0 0 21 Apr 2025
DyST-XL: Dynamic Layout Planning and Content Control for Compositional Text-to-Video Generation Weijie He Mushui Liu Yunlong Yu Zhao Wang Chao Wu DiffM VGen 61 0 0 21 Apr 2025