U-Net: Convolutional Networks for Biomedical Image Segmentation
Paper • 1505.04597 • Published • 18
Papers - U-Net
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Image Segmentation using U-Net Architecture for Powder X-ray Diffraction Images
Paper • 2310.16186 • Published • 2 -
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes
Paper • 1709.07330 • Published • 2 -
Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans
Paper • 1801.08599 • Published • 2 -
RTSeg: Real-time Semantic Segmentation Comparative Study
Paper • 1803.02758 • Published • 2 -
IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet
Paper • 1811.08305 • Published • 2 -
Cross-modality (CT-MRI) prior augmented deep learning for robust lung tumor segmentation from small MR datasets
Paper • 1901.11369 • Published • 2 -
Enforcing temporal consistency in Deep Learning segmentation of brain MR images
Paper • 1906.07160 • Published • 3 -
Head and Neck Tumor Segmentation from [18F]F-FDG PET/CT Images Based on 3D Diffusion Model
Paper • 2401.17593 • Published • 3 -
Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks
Paper • 2310.13727 • Published • 2 -
3D Medical Image Segmentation based on multi-scale MPU-Net
Paper • 2307.05799 • Published • 2 -
Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation
Paper • 2210.16898 • Published • 2 -
Self-Supervised U-Net for Segmenting Flat and Sessile Polyps
Paper • 2110.08776 • Published • 2 -
Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images
Paper • 2106.05843 • Published • 2 -
Saliency-Guided Deep Learning Network for Automatic Tumor Bed Volume Delineation in Post-operative Breast Irradiation
Paper • 2105.02771 • Published • 2 -
The Effects of Image Pre- and Post-Processing, Wavelet Decomposition, and Local Binary Patterns on U-Nets for Skin Lesion Segmentation
Paper • 1805.05239 • Published • 2 -
A joint 3D UNet-Graph Neural Network-based method for Airway Segmentation from chest CTs
Paper • 1908.08588 • Published • 2 -
Meta-information-aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CT
Paper • 2303.00942 • Published • 2 -
Cross-Shaped Windows Transformer with Self-supervised Pretraining for Clinically Significant Prostate Cancer Detection in Bi-parametric MRI
Paper • 2305.00385 • Published • 2 -
Evaluating Transformer-based Semantic Segmentation Networks for Pathological Image Segmentation
Paper • 2108.11993 • Published • 2 -
From Modern CNNs to Vision Transformers: Assessing the Performance, Robustness, and Classification Strategies of Deep Learning Models in Histopathology
Paper • 2204.05044 • Published • 2 -
StreamMultiDiffusion: Real-Time Interactive Generation with Region-Based Semantic Control
Paper • 2403.09055 • Published • 26 -
LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation
Paper • 2403.12019 • Published • 10 -
SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions
Paper • 2403.16627 • Published • 22 -
FlashFace: Human Image Personalization with High-fidelity Identity Preservation
Paper • 2403.17008 • Published • 22 -
Lumiere: A Space-Time Diffusion Model for Video Generation
Paper • 2401.12945 • Published • 86 -
GaussianCube: Structuring Gaussian Splatting using Optimal Transport for 3D Generative Modeling
Paper • 2403.19655 • Published • 19 -
Bigger is not Always Better: Scaling Properties of Latent Diffusion Models
Paper • 2404.01367 • Published • 22 -
On the Scalability of Diffusion-based Text-to-Image Generation
Paper • 2404.02883 • Published • 19 -
InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation
Paper • 2404.02733 • Published • 22 -
Event Camera Demosaicing via Swin Transformer and Pixel-focus Loss
Paper • 2404.02731 • Published • 1 -
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching
Paper • 2404.03653 • Published • 35 -
Kandinsky: an Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion
Paper • 2310.03502 • Published • 79 -
Toward a Better Understanding of Fourier Neural Operators: Analysis and Improvement from a Spectral Perspective
Paper • 2404.07200 • Published • 2 -
Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization
Paper • 2404.09956 • Published • 11 -
EdgeFusion: On-Device Text-to-Image Generation
Paper • 2404.11925 • Published • 23 -
GLIGEN: Open-Set Grounded Text-to-Image Generation
Paper • 2301.07093 • Published • 4 -
MultiBooth: Towards Generating All Your Concepts in an Image from Text
Paper • 2404.14239 • Published • 9 -
InstantFamily: Masked Attention for Zero-shot Multi-ID Image Generation
Paper • 2404.19427 • Published • 74 -
Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models
Paper • 2405.16759 • Published • 8 -
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
Paper • 2406.04333 • Published • 38 -
Zero-shot Image Editing with Reference Imitation
Paper • 2406.07547 • Published • 33 -
AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising
Paper • 2406.06911 • Published • 12 -
Adding Conditional Control to Text-to-Image Diffusion Models
Paper • 2302.05543 • Published • 58 -
TorMentor: Deterministic dynamic-path, data augmentations with fractals
Paper • 2204.03776 • Published • 1 -
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space
Paper • 2406.19370 • Published • 1 -
FoleyCrafter: Bring Silent Videos to Life with Lifelike and Synchronized Sounds
Paper • 2407.01494 • Published • 15 -
TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation
Paper • 2411.04709 • Published • 27 -
Medical SAM 2: Segment medical images as video via Segment Anything Model 2
Paper • 2408.00874 • Published • 52 -
MagicQuill: An Intelligent Interactive Image Editing System
Paper • 2411.09703 • Published • 80 -
BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion
Paper • 2403.06976 • Published • 2 -
Stochastic Interpolants: A Unifying Framework for Flows and Diffusions
Paper • 2303.08797 • Published • 1