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
Latent Action Diffusion for Cross-Embodiment Manipulation Erik Bauer Elvis Nava Robert K. Katzschmann 20 0 0 17 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
Scaling-Up the Pretraining of the Earth Observation Foundation Model PhilEO to the MajorTOM Dataset Nikolaos Dionelis Jente Bosmans Riccardo Musto Giancarlo Paoletti Simone Sarti Giacomo Cascarano Casper Fibaek Luke Camilleri B. L. Saux Nicolas Longépé 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
DepthSeg: Depth prompting in remote sensing semantic segmentation Ning Zhou Shanxiong Chen Mingting Zhou Haigang Sui Lieyun Hu Han Li Li Hua Qiming Zhou VLM MDE 33 0 0 17 Jun 2025
Simple is what you need for efficient and accurate medical image segmentation Xiang Yu Y. Chen Guannan He Qing Zeng Yue Qin ... Delong Yang Bocheng Liang Bin Pu Ying Yuan Shengli Li 7 0 0 16 Jun 2025
AttentionDrag: Exploiting Latent Correlation Knowledge in Pre-trained Diffusion Models for Image Editing Biao Yang Muqi Huang Yuhui Zhang Yun Xiong Kun Zhou ... Shiyang Zhou Huishuai Bao Chuan Li Feng Shi Hualei Liu DiffM 22 0 0 16 Jun 2025
Open-Set LiDAR Panoptic Segmentation Guided by Uncertainty-Aware Learning Rohit Mohan Julia Hindel F. Drews Claudius Gläser Daniele Cattaneo Abhinav Valada UQCV EDL 19 0 0 16 Jun 2025
Brain Imaging Foundation Models, Are We There Yet? A Systematic Review of Foundation Models for Brain Imaging and Biomedical Research Salah Ghamizi G. Kanli Yu Deng Magali Perquin O. Keunen MedIm AI4CE 25 0 0 16 Jun 2025
Imaging at the quantum limit with convolutional neural networks Andrew H. Proppe A. Z. Goldberg Guillaume Thekkadath Noah Lupu-Gladstein Kyle M. Jordan ... Frédéric Bouchard Duncan England K. Heshami Jeff S. Lundeen Benjamin J. Sussman 9 0 0 16 Jun 2025
Combining Self-attention and Dilation Convolutional for Semantic Segmentation of Coal Maceral Groups Zhenghao Xi Zhengnan Lv Yang Zheng Xiang Liu Zhuang Yu Junran Chen Jing Hu Yaqi Liu DiffM 12 0 0 15 Jun 2025
Boundary-Aware Vision Transformer for Angiography Vascular Network Segmentation Nabil Hezil Suraj Singh Vita V. Vlasova Oleg Y. Rogov Ahmed Bouridane R. Hamoudi ViT MedIm 16 0 0 15 Jun 2025
Active Adversarial Noise Suppression for Image Forgery Localization Rongxuan Peng Shunquan Tan Xianbo Mo Alex C. Kot Jiwu Huang AAML 24 0 0 15 Jun 2025
SMPL Normal Map Is All You Need for Single-view Textured Human Reconstruction Wenhao Shen Gangjian Zhang Jianfeng Zhang Yu Feng Nanjie Yao Xuanmeng Zhang Hao Wang 3DH 3DGS 31 0 0 15 Jun 2025
iDiT-HOI: Inpainting-based Hand Object Interaction Reenactment via Video Diffusion Transformer Zhelun Shen Chenming Wu Junsheng Zhou Chen Zhao Kaisiyuan Wang Hang Zhou Yingying Li Haocheng Feng Wei He Jingdong Wang DiffM 25 0 0 15 Jun 2025
Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models Changhyun Choi S. Kim H. Jin Kim DiffM 16 0 0 14 Jun 2025
Learning Mappings in Mesh-based Simulations Shirin Hosseinmardi Ramin Bostanabad AI4CE 15 0 0 14 Jun 2025
MS-UMamba: An Improved Vision Mamba Unet for Fetal Abdominal Medical Image Segmentation Caixu Xu Junming Wei Huizhen Chen Pengchen Liang Bocheng Liang Ying Tan Xintong Wei Mamba 20 0 0 14 Jun 2025
InceptionMamba: Efficient Multi-Stage Feature Enhancement with Selective State Space Model for Microscopic Medical Image Segmentation Daniya Najiha Abdul Kareem Abdul Hannan Mubashir Noman Jean Lahoud Mustansar Fiaz Hisham Cholakkal Mamba 14 0 0 13 Jun 2025
FAD-Net: Frequency-Domain Attention-Guided Diffusion Network for Coronary Artery Segmentation using Invasive Coronary Angiography Nan Mu Ruiqi Song Xiaoning Li Zhihui Xu Jingfeng Jiang Chen Zhao MedIm 69 0 0 13 Jun 2025
CLIP Meets Diffusion: A Synergistic Approach to Anomaly Detection Byeongchan Lee John Won Seunghyun Lee Jinwoo Shin 24 0 0 13 Jun 2025
MindGrab for BrainChop: Fast and Accurate Skull Stripping for Command Line and Browser Armina Fani Mike Doan Isabelle Le A. Fedorov Malte Hoffmann Chris Rorden Sergey Plis 10 0 0 13 Jun 2025
BraTS orchestrator : Democratizing and Disseminating state-of-the-art brain tumor image analysis Florian Kofler Marcel Rosier Mehdi Astaraki Ujjwal Baid Hendrik Möller ... J. Iglesias Spyridon Bakas Benedikt Wiestler Marie Piraud Bjoern Menze 17 0 0 13 Jun 2025
AgriPotential: A Novel Multi-Spectral and Multi-Temporal Remote Sensing Dataset for Agricultural Potentials Mohammad El Sakka Caroline De Pourtales Lotfi Chaari Josiane Mothe 15 0 0 13 Jun 2025
Voxel-Level Brain States Prediction Using Swin Transformer Yifei Sun Daniel Chahine Qinghao Wen Tianming Liu Xiang Li Yixuan Yuan Fernando Calamante Jinglei Lv 15 0 0 13 Jun 2025
ViSTA: Visual Storytelling using Multi-modal Adapters for Text-to-Image Diffusion Models Sibo Dong Ismail Shaheen Maggie Shen Rupayan Mallick Sarah Adel Bargal DiffM 25 0 0 13 Jun 2025
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Sahar Nasirihaghighi Negin Ghamsarian Leonie Peschek Matteo Munari Heinrich Husslein Raphael Sznitman Klaus Schoeffmann 23 0 0 12 Jun 2025
Fine-Grained Perturbation Guidance via Attention Head Selection Donghoon Ahn Jiwon Kang Sanghyun Lee Minjae Kim Jaewon Min Wooseok Jang Saungwu Lee Sayak Paul S. Hong Seungryong Kim DiffM AAML 121 0 0 12 Jun 2025
Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Yuqi Shen Fengyang Xiao Sujie Hu Youwei Pang Yifan Pu Chengyu Fang Xiu Li Chunming He 99 0 0 12 Jun 2025
Med-URWKV: Pure RWKV With ImageNet Pre-training For Medical Image Segmentation Zhenhuan Zhou 99 0 0 12 Jun 2025
HyBiomass: Global Hyperspectral Imagery Benchmark Dataset for Evaluating Geospatial Foundation Models in Forest Aboveground Biomass Estimation Aaron Banze Timothée Stassin Nassim Ait Ali Braham Rıdvan Salih Kuzu Simon Besnard Michael Schmitt 13 0 0 12 Jun 2025
Rethinking Generative Human Video Coding with Implicit Motion Transformation Bolin Chen Ru-Ling Liao Jie Chen Yan Ye DiffM VGen 115 0 0 12 Jun 2025
ConStyX: Content Style Augmentation for Generalizable Medical Image Segmentation Xi Chen Zhiqiang Shen Peng Cao Jinzhu Yang Osmar R. Zaiane OOD 112 0 0 12 Jun 2025
SWDL: Stratum-Wise Difference Learning with Deep Laplacian Pyramid for Semi-Supervised 3D Intracranial Hemorrhage Segmentation Cheng Wang Siqi Chen Donghua Mi Yang Chen Y. Zhang Yinsheng Li 109 0 0 12 Jun 2025
Symmetrical Flow Matching: Unified Image Generation, Segmentation, and Classification with Score-Based Generative Models Francisco Caetano Christiaan Viviers Peter H. N. de With Fons van der Sommen DiffM 114 0 0 12 Jun 2025
Deep Learning-Based Digitization of Overlapping ECG Images with Open-Source Python Code Reza Karbasi M. Rahimi A. Vahabie Hadi Moradi 93 0 0 12 Jun 2025
Joint Denoising of Cryo-EM Projection Images using Polar Transformers Joakim Andén Justus Sagemüller ViT 22 0 0 12 Jun 2025
History-Aware Neural Operator: Robust Data-Driven Constitutive Modeling of Path-Dependent Materials Binyao Guo Zihan Lin QiZhi He AI4CE 112 0 0 12 Jun 2025
A Crack in the Bark: Leveraging Public Knowledge to Remove Tree-Ring Watermarks Junhua Lin Marc Juarez 111 0 0 12 Jun 2025
Principled Approaches for Extending Neural Architectures to Function Spaces for Operator Learning Julius Berner Miguel Liu-Schiaffini Jean Kossaifi Valentin Duruisseaux Boris Bonev Kamyar Azizzadenesheli A. Anandkumar AI4CE 127 0 0 12 Jun 2025
TexTailor: Customized Text-aligned Texturing via Effective Resampling Suin Lee Dae-Shik Kim DiffM 114 0 0 12 Jun 2025
What is the Cost of Differential Privacy for Deep Learning-Based Trajectory Generation? Erik Buchholz Natasha Fernandes David D. Nguyen A. Abuadbba Surya Nepal S. Kanhere 64 0 0 11 Jun 2025
SAGE: Exploring the Boundaries of Unsafe Concept Domain with Semantic-Augment Erasing Hongguang Zhu Y. X. Wei Mengyu Wang Siyu Jiao Yan Fang Jiannan Huang Yao Zhao 64 0 0 11 Jun 2025
A Cytology Dataset for Early Detection of Oral Squamous Cell Carcinoma Garima Jain Sanghamitra Pati Mona Duggal A. Sethi Abhijeet Patil ... Sunil Kumar Mahto Arvind Kumar Deepali Tirkey Saurav Banerjee L. Sreelakshmi 67 0 0 11 Jun 2025
Causal Climate Emulation with Bayesian Filtering Sebastian Hickman Ilija Trajkovic Julia Kaltenborn Francis Pelletier Alex Archibald Yaniv Gurwicz Peer Nowack David Rolnick Julien Boussard 88 0 0 11 Jun 2025
A Deep Generative Model for the Simulation of Discrete Karst Networks Dany Lauzon Julien Straubhaar Philippe Renard 72 0 0 11 Jun 2025
Chain-of-Action: Trajectory Autoregressive Modeling for Robotic Manipulation Wenbo Zhang Tianrun Hu Yanyuan Qiao Hanbo Zhang Yuchu Qin Y. Li Jiajun Liu Tao Kong Lingqiao Liu Xiao Ma LRM 66 0 0 11 Jun 2025
Only-Style: Stylistic Consistency in Image Generation without Content Leakage Tilemachos Aravanis P. Filntisis Petros Maragos George Retsinas 72 0 0 11 Jun 2025
GLD-Road:A global-local decoding road network extraction model for remote sensing images Ligao Deng Yupeng Deng Yu Meng Jingbo Chen Zhihao Xi Diyou Liu Qifeng Chu 61 0 0 11 Jun 2025
Conditional diffusion models for guided anomaly detection in brain images using fluid-driven anomaly randomization Ana Lawry Aguila Peirong Liu Oula Puonti Juan Eugenio Iglesias DiffM MedIm 63 0 0 11 Jun 2025