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
Blending 3D Geometry and Machine Learning for Multi-View Stereopsis Vibhas Kumar Vats Md. Alimoor Reza David J. Crandall Soon-Heung Jung 3DV 27 0 0 06 May 2025
Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music Generation Jincheng Zhang Gyorgy Fazekas C. Saitis 48 0 0 06 May 2025
Reinforced Correlation Between Vision and Language for Precise Medical AI Assistant Haonan Wang Jiaji Mao Lehan Wang Qixiang Zhang Marawan Elbatel ... Weifeng Qin H. Li Jialin Liang Jun Shen Xiaomeng Li MedIm 33 0 0 06 May 2025
PAHA: Parts-Aware Audio-Driven Human Animation with Diffusion Model Y.B. Wang S.Z. Zhou J.F. Wu T. Hu J.N. Zhang Z. Li Yanzhe Liu DiffM VGen 53 0 0 06 May 2025
PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation HsiaoYuan Hsu Yuxin Peng 21 0 0 06 May 2025
The Eye as a Window to Systemic Health: A Survey of Retinal Imaging from Classical Techniques to Oculomics Inamullah Imran Razzak Shoaib Jameel 33 0 0 06 May 2025
Modality-Guided Dynamic Graph Fusion and Temporal Diffusion for Self-Supervised RGB-T Tracking Shenglan Li Rui Yao Yong Zhou Hancheng Zhu K. Sun Bing-Quan Liu Zhiwen Shao Jiaqi Zhao DiffM 33 0 0 06 May 2025
CaRaFFusion: Improving 2D Semantic Segmentation with Camera-Radar Point Cloud Fusion and Zero-Shot Image Inpainting Huawei Sun Bora Kunter Sahin Georg Stettinger Maximilian Bernhard Matthias Schubert Robert Wille 44 0 0 06 May 2025
Very High-Resolution Forest Mapping with TanDEM-X InSAR Data and Self-Supervised Learning José-Luis Bueso-Bello Benjamin Chauvel Daniel Carcereri Philipp Posovszky Pietro Milillo ... Juan-Carlos Fernández-Diaz Carolina González Michele Martone Ronny Hänsch Paola Rizzoli 24 0 0 06 May 2025
Real-Time Person Image Synthesis Using a Flow Matching Model Jiwoo Jeong Kirok Kim Wooju Kim Nam-Joon Kim 3DH 61 0 0 06 May 2025
Knowledge Distillation for Speech Denoising by Latent Representation Alignment with Cosine Distance Diep Luong Mikko Heikkinen K. Drossos Tuomas Virtanen 47 0 0 06 May 2025
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Ming Li Xin Gu Fan Chen X. Xing Longyin Wen C. L. P. Chen Sijie Zhu DiffM 81 1 0 05 May 2025
Unsupervised Deep Learning-based Keypoint Localization Estimating Descriptor Matching Performance David Rivas-Villar Álvaro S. Hervella J. Rouco Jorge Novo MedIm 21 0 0 05 May 2025
DELTA: Dense Depth from Events and LiDAR using Transformer's Attention Vincent Brebion Julien Moreau Franck Davoine 33 0 0 05 May 2025
GarmentImage: Raster Encoding of Garment Sewing Patterns with Diverse Topologies Yuki Tatsukawa Anran Qi I-Chao Shen Takeo Igarashi AI4CE 46 0 0 05 May 2025
DeepSparse: A Foundation Model for Sparse-View CBCT Reconstruction Yiqun Lin Hualiang Wang Jixiang Chen Jiewen Yang Jiarong Guo X. Li 101 0 0 05 May 2025
Multi-View Learning with Context-Guided Receptance for Image Denoising Binghong Chen Tingting Chai Wei Jiang Yuanrong Xu Guanglu Zhou Xiangqian Wu 40 0 0 05 May 2025
DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization Wenchuan Wang Mengqi Huang Yijing Tu Zhendong Mao VGen 69 0 0 04 May 2025
Deep Representation Learning for Electronic Design Automation Pratik Shrestha Saran Phatharodom Alec Aversa David Blankenship Zhengfeng Wu Ioannis Savidis 22 0 0 04 May 2025
FLOWER: Flow-Based Estimated Gaussian Guidance for General Speech Restoration Da-Hee Yang Jaeuk Lee Joon-Hyuk Chang VLM AI4CE 24 0 0 03 May 2025
Accelerating Volumetric Medical Image Annotation via Short-Long Memory SAM 2 Yuwen Chen Zafer Yildiz Qihang Li Yaqian Chen Haoyu Dong Hanxue Gu N. Konz Maciej Mazurowski MedIm VLM 36 0 0 03 May 2025
Adversarial Robustness of Deep Learning Models for Inland Water Body Segmentation from SAR Images Siddharth Kothari Srinivasan Murali Sankalp Kothari Ujjwal Verma Jaya Sreevalsan-Nair 45 0 0 03 May 2025
Seeing Heat with Color -- RGB-Only Wildfire Temperature Inference from SAM-Guided Multimodal Distillation using Radiometric Ground Truth Michael Marinaccio Fatemeh Afghah 29 0 0 03 May 2025
Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification Sicong Li Qianqian Xu Zhiyong Yang Zitai Wang L. Zhang Xiaochun Cao Q. Huang 56 0 0 03 May 2025
Multimodal and Multiview Deep Fusion for Autonomous Marine Navigation Dimitrios Dagdilelis Panagiotis Grigoriadis R. Galeazzi 3DPC 102 0 0 02 May 2025
Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging Elena Mulero Ayllón Massimiliano Mantegna Linlin Shen Paolo Soda V. Guarrasi M. Tortora 33 0 0 02 May 2025
Core-Set Selection for Data-efficient Land Cover Segmentation Keiller Nogueira Akram Zaytar Wanli Ma R. Roscher Ronny Hansch ... Simone Fobi Nsutezo Rahul Dodhia J. L. Ferres Oktay Karakuş Paul L. Rosin 31 0 0 02 May 2025
GeloVec: Higher Dimensional Geometric Smoothing for Coherent Visual Feature Extraction in Image Segmentation Boris Kriuk Matey Yordanov 33 0 0 02 May 2025
T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT D. Jiang Ziyu Guo Renrui Zhang Zhuofan Zong Hao Li Le Zhuo Shilin Yan Pheng-Ann Heng H. Li LRM 62 0 0 01 May 2025
Voice Cloning: Comprehensive Survey Hussam Azzuni Abdulmotaleb El Saddik VLM 34 0 0 01 May 2025
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook Muyi Bao Shuchang Lyu Zhaoyang Xu Huiyu Zhou Jinchang Ren Shiming Xiang X. Li Guangliang Cheng Mamba 77 0 0 01 May 2025
Future-Oriented Navigation: Dynamic Obstacle Avoidance with One-Shot Energy-Based Multimodal Motion Prediction Ze Zhang Georg Hess Junjie Hu Emmanuel Dean Lennart Svensson Knut Åkesson 46 0 0 01 May 2025
Deep Learning Assisted Outer Volume Removal for Highly-Accelerated Real-Time Dynamic MRI Merve Gülle Sebastian Weingärtner Mehmet Akçakaya 44 0 0 01 May 2025
InstructAttribute: Fine-grained Object Attributes editing with Instruction Xingxi Yin Jingfeng Zhang Zhi Li Y. Li Y. Zhang DiffM 139 0 0 01 May 2025
Synthesizing and Identifying Noise Levels in Autonomous Vehicle Camera Radar Datasets Mathis Morales Golnaz Habibi 48 0 0 01 May 2025
Surrogate modeling of Cellular-Potts Agent-Based Models as a segmentation task using the U-Net neural network architecture Tien Comlekoglu J. Q. Toledo-Marín Tina Comlekoglu Douglas W. DeSimone Shayn M. Peirce Geoffrey C. Fox J. Glazier 59 1 0 01 May 2025
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration H. Wang Jing Zhang Haonan Guo Di Wang Jiayi Ma Bo Du 63 0 0 30 Apr 2025
Efficient and robust 3D blind harmonization for large domain gaps Hwihun Jeong Hayeon Lee S. Chun Jongho Lee 28 0 0 30 Apr 2025
Self-Supervised Monocular Visual Drone Model Identification through Improved Occlusion Handling Stavrow A. Bahnam C. De Wagter Guido de Croon 49 0 0 30 Apr 2025
CryptoUNets: Applying Convolutional Networks to Encrypted Data for Biomedical Image Segmentation John Chiang FedML 35 0 0 30 Apr 2025
Sparse-to-Sparse Training of Diffusion Models Inês Cardoso Oliveira Decebal Constantin Mocanu Luis A. Leiva DiffM 81 0 0 30 Apr 2025
ReVision: High-Quality, Low-Cost Video Generation with Explicit 3D Physics Modeling for Complex Motion and Interaction Qihao Liu Ju He Qihang Yu Liang-Chieh Chen Alan Yuille DiffM VGen 78 0 0 30 Apr 2025
Cascade Detector Analysis and Application to Biomedical Microscopy Thomas L. Athey Shashata Sawmya Nir Shavit 29 0 0 30 Apr 2025
Can We Achieve Efficient Diffusion without Self-Attention? Distilling Self-Attention into Convolutions Ziyi Dong Chengxing Zhou Weijian Deng Pengxu Wei Xiangyang Ji Liang Lin MQ 46 0 0 30 Apr 2025
CoCoDiff: Diversifying Skeleton Action Features via Coarse-Fine Text-Co-Guided Latent Diffusion Zhifu Zhao Hanyang Hua J. Li Shaoxin Wu Fu Li Yangtao Zhou Yang Li DiffM 68 0 0 30 Apr 2025
Revisiting Diffusion Autoencoder Training for Image Reconstruction Quality Pramook Khungurn Sukit Seripanitkarn Phonphrm Thawatdamrongkit Supasorn Suwajanakorn DiffM 68 0 0 30 Apr 2025
Solving Copyright Infringement on Short Video Platforms: Novel Datasets and an Audio Restoration Deep Learning Pipeline Minwoo Oh Minsu Park Eunil Park 58 0 0 30 Apr 2025
Efficient Listener: Dyadic Facial Motion Synthesis via Action Diffusion Z. Wang Alexandre Bruckert P. Le Callet Guangtao Zhai VGen 32 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
DDPS: Discrete Diffusion Posterior Sampling for Paths in Layered Graphs Hao Luan See-Kiong Ng Chun Kai Ling 46 0 0 29 Apr 2025