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
Exploring Information-Theoretic Metrics Associated with Neural Collapse in Supervised Training Kun Song Zhiquan Tan Bochao Zou Jiansheng Chen Huimin Ma Weiran Huang 94 1 0 25 Sep 2024
Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classification Xinrui Zhou Yuhao Huang Haoran Dou Shijing Chen Ao Chang ... Jie Jessie Ren Ruobing Huang Jun Cheng Wufeng Xue Dong Ni MedIm 297 0 0 25 Sep 2024
Pix2Next: Leveraging Vision Foundation Models for RGB to NIR Image Translation Youngwan Jin Incheol Park Hanbin Song Hyeongjin Ju Yagiz Nalcakan Shiho Kim ViT 112 2 0 25 Sep 2024
Neural Differential Appearance Equations Chen Liu Tobias Ritschel 50 0 0 23 Sep 2024
Robust and Flexible Omnidirectional Depth Estimation with Multiple 360-degree Cameras Ming Li Xueqian Jin Xuejiao Hu Jinghao Cao S. Du Yang Li MDE 112 0 0 23 Sep 2024
Visual-auditory Extrinsic Contact Estimation Xili Yi Jayjun Lee Nima Fazeli 60 2 0 22 Sep 2024
Dormant: Defending against Pose-driven Human Image Animation Jiachen Zhou Mingsi Wang Tianlin Li Guozhu Meng Kai Chen 105 4 0 22 Sep 2024
RingMo-Aerial: An Aerial Remote Sensing Foundation Model With Affine Transformation Contrastive Learning Wenhui Diao Haichen Yu Kaiyue Kang Tong Ling Di Liu ... Hanbo Bi Libo Ren Xuexue Li Yongqiang Mao Xian Sun 221 1 0 20 Sep 2024
ID-Guard: A Universal Framework for Combating Facial Manipulation via Breaking Identification Zuomin Qu Wei Lu Xiangyang Luo Qian Wang Xiaochun Cao AAML PICV 101 1 0 20 Sep 2024
ORB-SfMLearner: ORB-Guided Self-supervised Visual Odometry with Selective Online Adaptation Yanlin Jin Rui-Yang Ju Haojun Liu Yuzhong Zhong 60 0 0 18 Sep 2024
MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided Prototyping Amirreza Fateh Mohammad Reza Mohammadi Mohammad Reza Jahed Motlagh ViT 223 5 0 17 Sep 2024
TextureDiffusion: Target Prompt Disentangled Editing for Various Texture Transfer Zihan Su Junhao Zhuang Chun Yuan DiffM 77 0 0 15 Sep 2024
Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation Hugo Porta Emanuele Dalsasso Diego Marcos D. Tuia 235 0 0 14 Sep 2024
On the Generalizability of Foundation Models for Crop Type Mapping Yi-Chia Chang Adam J. Stewart Favyen Bastani Piper Wolters Shreya Kannan George R. Huber Jingtong Wang Arindam Banerjee 64 1 0 14 Sep 2024
RF Challenge: The Data-Driven Radio Frequency Signal Separation Challenge A. Lancho Amir Weiss Gary C. F. Lee T. Jayashankar Binoy G. Kurien Yury Polyanskiy Gregory W. Wornell 71 0 0 13 Sep 2024
RICAU-Net: Residual-block Inspired Coordinate Attention U-Net for Segmentation of Small and Sparse Calcium Lesions in Cardiac CT Doyoung Park Jinsoo Kim Qi Chang S. Leng Liang Zhong L. Baskaran 61 1 0 11 Sep 2024
Face Mask Removal with Region-attentive Face Inpainting Minmin Yang CVBM 97 0 0 10 Sep 2024
Generating Physical Dynamics under Priors Zihan Zhou Xiaoxue Wang Tianshu Yu DiffM AI4CE 92 1 0 01 Sep 2024
Hyper-Compression: Model Compression via Hyperfunction Fenglei Fan Juntong Fan Dayang Wang Jingbo Zhang Zelin Dong Shijun Zhang Ge Wang Tieyong Zeng 79 0 0 01 Sep 2024
Training-Free Sketch-Guided Diffusion with Latent Optimization Sandra Zhang Ding Jiafeng Mao Kiyoharu Aizawa DiffM 140 3 0 31 Aug 2024
SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation Fuchen Zheng Xuhang Chen Weihuang Liu Haolun Li Yingtie Lei Jiahui He Chi-Man Pun Shounjun Zhou MedIm 84 13 0 31 Aug 2024
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers Asifullah Khan A. Sohail Mustansar Fiaz Mehdi Hassan Tariq Habib Afridi ... Muhammad Zaigham Zaheer Kamran Ali Tangina Sultana Ziaurrehman Tanoli Naeem Akhter 194 4 0 30 Aug 2024
A domain decomposition-based autoregressive deep learning model for unsteady and nonlinear partial differential equations Sheel Nidhan Haoliang Jiang Lalit Ghule C. Umphrey Rishikesh Ranade Jay Pathak AI4CE 65 0 0 26 Aug 2024
Staircase Cascaded Fusion of Lightweight Local Pattern Recognition and Long-Range Dependencies for Structural Crack Segmentation Hui Liu Chen Jia Fan Shi Xu Cheng Mianzhao Wang Shengyong Chen 115 1 0 23 Aug 2024
Accuracy Improvement of Cell Image Segmentation Using Feedback Former Hinako Mitsuoka Kazuhiro Hotta ViT MedIm 188 0 0 23 Aug 2024
Real-Time Video Generation with Pyramid Attention Broadcast Xuanlei Zhao Xiaolong Jin Kai Wang Yang You VGen DiffM 114 40 0 22 Aug 2024
FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting Liyao Jiang Negar Hassanpour Mohammad Salameh Mohan Sai Singamsetti Fengyu Sun Wei Lu Di Niu DiffM 105 2 0 21 Aug 2024
Latent Feature and Attention Dual Erasure Attack against Multi-View Diffusion Models for 3D Assets Protection Jingwei Sun Xuchong Zhang Changfeng Sun Qicheng Bai Hongbin Sun AAML DiffM 79 0 0 21 Aug 2024
Pixel Is Not a Barrier: An Effective Evasion Attack for Pixel-Domain Diffusion Models Chun-Yen Shih Li-Xuan Peng Jia-Wei Liao Ernie Chu Cheng-Fu Chou Jun-Cheng Chen AAML DiffM 66 1 0 21 Aug 2024
ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging Jingying Ma Qika Lin Ziyu Jia Mengling Feng AI4TS 130 2 0 21 Aug 2024
PooDLe: Pooled and dense self-supervised learning from naturalistic videos Alex N. Wang Christopher Hoang Yuwen Xiong Yann LeCun Mengye Ren 177 0 0 20 Aug 2024
PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy Debesh Jha Nikhil Kumar Tomar Vanshali Sharma Quoc-Huy Trinh Koushik Biswas ... P. Schmidt Enrik Geissler Michael A. Riegler Thomas de Lange Michael A. Riegler 109 4 0 19 Aug 2024
Understanding Generative AI Content with Embedding Models Max Vargas Reilly Cannon A. Engel Anand D. Sarwate Tony Chiang 173 3 0 19 Aug 2024
An End-to-End Model for Photo-Sharing Multi-modal Dialogue Generation Peiming Guo Sinuo Liu Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Hao Fei DiffM 116 1 0 16 Aug 2024
Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models Lin Zhao Xiao Chen Eric Z. Chen Yikang Liu Terrence Chen Shanhui Sun VLM 92 6 0 16 Aug 2024
Efficient Image-to-Image Diffusion Classifier for Adversarial Robustness Hefei Mei Minjing Dong Chang Xu AAML 116 0 0 16 Aug 2024
Prompt-Based Segmentation at Multiple Resolutions and Lighting Conditions using Segment Anything Model 2 Osher Rafaeli T. Svoray Roni Blushtein-Livnon Ariel Nahlieli VLM 68 10 0 13 Aug 2024
TC-KANRecon: High-Quality and Accelerated MRI Reconstruction via Adaptive KAN Mechanisms and Intelligent Feature Scaling Ruiquan Ge Xiao Yu Yifei Chen Fan Jia Shenghao Zhu ... Dong Zeng Dong Zeng Qiegen Liu S. Niu Shanzhou Niu MedIm 68 3 0 11 Aug 2024
Random Walk Diffusion for Efficient Large-Scale Graph Generation Tobias Bernecker Ghalia Rehawi Francesco Paolo Casale Janine Knauer-Arloth Annalisa Marsico 55 1 0 08 Aug 2024
Efficient and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer Approach Alireza Saber Pouria Parhami Alimihammad Siahkarzadeh Amirreza Fateh Amirreza Fateh ViT MedIm 77 9 0 08 Aug 2024
AirSLAM: An Efficient and Illumination-Robust Point-Line Visual SLAM System Kuan Xu Y. Hao Shenghai Yuan Chen Wang Lihua Xie 101 19 0 07 Aug 2024
Interactive 3D Medical Image Segmentation with SAM 2 Chuyun Shen Wenhao Li Yuhang Shi Xiangfeng Wang VLM MedIm 52 14 0 05 Aug 2024
Distilling Machine Learning's Added Value: Pareto Fronts in Atmospheric Applications Tom Beucler Arthur Grundner Sara Shamekh Peter Ukkonen Matthew Chantry Ryan Lagerquist 70 0 0 04 Aug 2024
Deep Learning Framework for History Matching CO2 Storage with 4D Seismic and Monitoring Well Data Ekta U. Samani A. Banerjee 61 0 0 02 Aug 2024
Active Learning for Neural PDE Solvers Daniel Musekamp Marimuthu Kalimuthu David Holzmüller Makoto Takamoto Carlos Fernandez AI4CE 108 7 0 02 Aug 2024
ADBM: Adversarial diffusion bridge model for reliable adversarial purification Xiao-Li Li Wenxuan Sun Huanran Chen Qiongxiu Li Yining Liu Yingzhe He Jie Shi Xiaolin Hu AAML 112 12 0 01 Aug 2024
Adaptive Mix for Semi-Supervised Medical Image Segmentation Zhiqiang Shen Peng Cao Junming Su Jinzhu Yang Osmar R. Zaiane 75 0 0 31 Jul 2024
Learning Ordinality in Semantic Segmentation Rafael Cristino Ricardo P. M. Cruz Jaime S. Cardoso 467 0 0 30 Jul 2024
Perm: A Parametric Representation for Multi-Style 3D Hair Modeling Chengan He Xin Sun Zhixin Shu Fujun Luan Soren Pirk ... D. L. Michels Tuanfeng Y. Wang Meng Zhang Holly Rushmeier Yi Zhou 3DH 78 5 0 28 Jul 2024
Temporal Feature Matters: A Framework for Diffusion Model Quantization Yushi Huang Ruihao Gong Xianglong Liu Jing Liu Yuhang Li Jiwen Lu Dacheng Tao DiffM MQ 67 0 0 28 Jul 2024