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
DeformCL: Learning Deformable Centerline Representation for Vessel Extraction in 3D Medical Image Ziwei Zhao Zhixing Zhang Yuhang Liu Zhao Zhang Haojun Yu Dong Wang Liwei Wang MedIm 64 0 0 06 Jun 2025
Tensor-to-Tensor Models with Fast Iterated Sum Features Joscha Diehl Rasheed Ibraheem Leonard Schmitz Yue Wu 48 0 0 06 Jun 2025
FADE: Frequency-Aware Diffusion Model Factorization for Video Editing Yixuan Zhu Haolin Wang Shilin Ma Wenliang Zhao Yansong Tang Lei Chen Jie Zhou DiffM VGen 43 0 0 06 Jun 2025
Learning to Weight Parameters for Data Attribution Shuangqi Li Hieu M. Le Jingyi Xu Mathieu Salzmann TDI DiffM 66 0 0 06 Jun 2025
Improved Allergy Wheal Detection for the Skin Prick Automated Test Device Rembert Daems Sven Seys Valérie Hox Adam Chaker Glynnis De Greve ... Andrzej Zarowski Senne Gorris Laura Van Gerven Dirk Loeckx Thomas Demeester 51 0 0 06 Jun 2025
Few Labels are all you need: A Weakly Supervised Framework for Appliance Localization in Smart-Meter Series Adrien Petralia Paul Boniol Philippe Charpentier Themis Palpanas 53 2 0 06 Jun 2025
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Adrien Petralia Philippe Charpentier Youssef Kadhi Themis Palpanas 43 0 0 06 Jun 2025
Dy3DGS-SLAM: Monocular 3D Gaussian Splatting SLAM for Dynamic Environments Mingrui Li Yiming Zhou Hongxing Zhou Xinggang Hu Florian Roemer Hongyu Wang Ahmad Osman 3DGS 48 0 0 06 Jun 2025
ChronoTailor: Harnessing Attention Guidance for Fine-Grained Video Virtual Try-On Jinjuan Wang Wenzhang Sun Ming Li Y. Zheng Fanyao Li Zhulin Tao Donglin Di Hao Li Wei Chen Xianglin Huang VGen AI4TS 55 0 0 06 Jun 2025
Query Nearby: Offset-Adjusted Mask2Former enhances small-organ segmentation Xin Zhang Dongdong Meng Sheng Li MedIm 75 0 0 06 Jun 2025
Learning dissection trajectories from expert surgical videos via imitation learning with equivariant diffusion Hongyu Wang Yonghao Long Yueyao Chen Hon-Chi Yip Markus Scheppach Philip Wai-Yan Chiu Y. Yam Helen M. Meng Qi Dou MedIm 95 1 0 05 Jun 2025
Bringing SAM to new heights: Leveraging elevation data for tree crown segmentation from drone imagery Mélisande Teng Arthur Ouaknine Etienne Laliberté Yoshua Bengio David Rolnick Hugo Larochelle 135 0 0 05 Jun 2025
Feature-Based Lie Group Transformer for Real-World Applications Takayuki Komatsu Yoshiyuki Ohmura Kayato Nishitsunoi Yasuo Kuniyoshi ViT 104 0 0 05 Jun 2025
Physics Informed Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement N. Martinel Rita Pucci 96 0 0 05 Jun 2025
UniRes: Universal Image Restoration for Complex Degradations Mo Zhou Keren Ye M. Delbracio P. Milanfar Vishal M. Patel Hossein Talebi 33 0 0 05 Jun 2025
Deep histological synthesis from mass spectrometry imaging for multimodal registration Kimberley M. Bird Xujiong Ye Alan M. Race James M. Brown 18 0 0 05 Jun 2025
Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates Yunfei Huang David S. Greenberg AI4CE 33 0 0 05 Jun 2025
MARS: Radio Map Super-resolution and Reconstruction Method under Sparse Channel Measurements Chuyun Deng Na Liu Wei Xie Lianming Xu Li Wang 110 0 0 05 Jun 2025
Hierarchical Implicit Neural Emulators Ruoxi Jiang Xiao Zhang Karan Jakhar Peter Y. Lu Pedram Hassanzadeh Michael Maire Rebecca Willett AI4CE 95 0 0 05 Jun 2025
Object-centric 3D Motion Field for Robot Learning from Human Videos Zhao-Heng Yin Sherry Yang Pieter Abbeel 85 0 0 04 Jun 2025
RAID: A Dataset for Testing the Adversarial Robustness of AI-Generated Image Detectors Hicham Eddoubi Jonas Ricker Federico Cocchi Lorenzo Baraldi Angelo Sotgiu ... Marcella Cornia Lorenzo Baraldi Asja Fischer Rita Cucchiara Battista Biggio AAML 145 0 0 04 Jun 2025
HuGeDiff: 3D Human Generation via Diffusion with Gaussian Splatting Maksym Ivashechkin Oscar Mendez Richard Bowden 3DGS 29 0 0 04 Jun 2025
A Comprehensive Study on Medical Image Segmentation using Deep Neural Networks Loan Dao Ngoc Quoc Ly 134 10 0 04 Jun 2025
Personalized MR-Informed Diffusion Models for 3D PET Image Reconstruction George Webber A. Hammers A. King Andrew J. Reader MedIm 56 0 0 04 Jun 2025
YOND: Practical Blind Raw Image Denoising Free from Camera-Specific Data Dependency Hansen Feng Lizhi Wang Yiqi Huang Tong Li Lin Zhu Hua Huang 105 0 0 04 Jun 2025
DSSAU-Net:U-Shaped Hybrid Network for Pubic Symphysis and Fetal Head Segmentation Zunhui Xia Hongxing Li Libin Lan 121 0 0 04 Jun 2025
JointSplat: Probabilistic Joint Flow-Depth Optimization for Sparse-View Gaussian Splatting Yang Xiao Guoan Xu Qiang Wu Wenjing Jia 3DGS 57 0 0 04 Jun 2025
Recent Advances in Medical Image Classification Loan Dao Ngoc Quoc Ly 71 3 0 04 Jun 2025
Enhancing Abnormality Identification: Robust Out-of-Distribution Strategies for Deepfake Detection Luca Maiano Fabrizio Casadei Irene Amerini 54 0 0 03 Jun 2025
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Amal S. Perera David Fernandez C. Witharana Elias Manos Michael Pimenta ... Yili Yang Todd Nicholson Chia-Yu Hsu Wenwen Li Guido Grosse ViT 65 0 0 03 Jun 2025
RoadFormer : Local-Global Feature Fusion for Road Surface Classification in Autonomous Driving Tianze Wang Zhang Zhang Chao Sun 39 0 0 03 Jun 2025
Guiding Registration with Emergent Similarity from Pre-Trained Diffusion Models Nurislam Tursynbek Hastings Greer Basar Demir Marc Niethammer MedIm 61 0 0 03 Jun 2025
Astrophotography turbulence mitigation via generative models Joonyeoup Kim Yu Yuan Xingguang Zhang Xijun Wang Stanley H. Chan 57 0 0 03 Jun 2025
Flexiffusion: Training-Free Segment-Wise Neural Architecture Search for Efficient Diffusion Models Hongtao Huang Xiaojun Chang L. Yao MedIm 53 0 0 03 Jun 2025
Enhancing Monocular Height Estimation via Weak Supervision from Imperfect Labels Sining Chen Yilei Shi Xiao Xiang Zhu 57 0 0 03 Jun 2025
EDITOR: Effective and Interpretable Prompt Inversion for Text-to-Image Diffusion Models Mingzhe Li Gehao Zhang Zhenting Wang Shiqing Ma Siqi Pan Richard Cartwright Juan Zhai DiffM 52 0 0 03 Jun 2025
Hyperspectral Image Generation with Unmixing Guided Diffusion Model Shiyu Shen Bin Pan Ziye Zhang Zhenwei Shi DiffM 50 0 0 03 Jun 2025
Smartflow: Enabling Scalable Spatiotemporal Geospatial Research David McVicar Brian Avant Adrian Gould Diego Torrejon Charles Della Porta Ryan Mukherjee 51 0 0 03 Jun 2025
ControlMambaIR: Conditional Controls with State-Space Model for Image Restoration Cheng Yang Lijing Liang Zhixun Su Mamba 57 0 0 03 Jun 2025
$Structural Vibration Monitoring with Diffractive Optical Processors$ Structural Vibration Monitoring with Diffractive Optical Processors Yuntian Wang Zafer Yilmaz Yuhang Li Edward Liu Eric Ahlberg Farid Ghahari E. Taciroğlu Aydogan Ozcan 10 0 0 03 Jun 2025
Generative Perception of Shape and Material from Differential Motion Xinran Nicole Han Ko Nishino T. Zickler DiffM VGen 55 0 0 03 Jun 2025
Target Driven Adaptive Loss For Infrared Small Target Detection Yuho Shoji Takahiro Toizumi Atsushi Ito 50 0 0 02 Jun 2025
Adaptive Destruction Processes for Diffusion Samplers Timofei Gritsaev Nikita Morozov Kirill Tamogashev D. Tiapkin S. Samsonov A. Naumov Dmitry Vetrov Nikolay Malkin 54 0 0 02 Jun 2025
Elucidating the representation of images within an unconditional diffusion model denoiser Zahra Kadkhodaie Stéphane Mallat Eero P. Simoncelli DiffM 66 0 0 02 Jun 2025
CLIP-driven rain perception: Adaptive deraining with pattern-aware network routing and mask-guided cross-attention Cong Guan Osamu Yoshie VLM 50 0 0 02 Jun 2025
Overcoming Data Scarcity in Scanning Tunnelling Microscopy Image Segmentation Nikola L. Kolev Max Trouton F. F. Canova Geoff Thornton D. Gao Neil J. Curson Taylor J. Z. Stock 66 0 0 02 Jun 2025
SALF-MOS: Speaker Agnostic Latent Features Downsampled for MOS Prediction Saurabh Agrawal Raj Gohil Gopal Kumar Agrawal Vikram C M Kushal Verma 31 0 0 02 Jun 2025
WorldExplorer: Towards Generating Fully Navigable 3D Scenes Manuel-Andreas Schneider Lukas Höllein Matthias Nießner VGen 51 0 0 02 Jun 2025
ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Pengyu Ren Wenhao Guan Kaidi Wang Peijie Chen Q. Hong Lin Li 39 0 0 01 Jun 2025
QuantFace: Low-Bit Post-Training Quantization for One-Step Diffusion Face Restoration Jiatong Li Libo Zhu Haotong Qin Jingkai Wang Linghe Kong Guihai Chen Yulun Zhang Xiaokang Yang DiffM MQ 48 0 0 01 Jun 2025