U-Net: Convolutional Networks for Biomedical Image Segmentation Paper • 1505.04597 • Published May 18, 2015 • 6
Image Segmentation using U-Net Architecture for Powder X-ray Diffraction Images Paper • 2310.16186 • Published Oct 24, 2023 • 2
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes Paper • 1709.07330 • Published Sep 21, 2017 • 2
Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans Paper • 1801.08599 • Published Jan 25, 2018 • 2
RTSeg: Real-time Semantic Segmentation Comparative Study Paper • 1803.02758 • Published Mar 7, 2018 • 2
IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet Paper • 1811.08305 • Published Nov 19, 2018 • 2
Cross-modality (CT-MRI) prior augmented deep learning for robust lung tumor segmentation from small MR datasets Paper • 1901.11369 • Published Jan 31, 2019 • 2
Enforcing temporal consistency in Deep Learning segmentation of brain MR images Paper • 1906.07160 • Published Jun 13, 2019 • 3
Head and Neck Tumor Segmentation from [18F]F-FDG PET/CT Images Based on 3D Diffusion Model Paper • 2401.17593 • Published Jan 31 • 2
Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks Paper • 2310.13727 • Published Oct 20, 2023 • 2
3D Medical Image Segmentation based on multi-scale MPU-Net Paper • 2307.05799 • Published Jul 11, 2023 • 2
Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation Paper • 2210.16898 • Published Oct 30, 2022 • 2
Self-Supervised U-Net for Segmenting Flat and Sessile Polyps Paper • 2110.08776 • Published Oct 17, 2021 • 2
Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images Paper • 2106.05843 • Published Jun 10, 2021 • 2
Saliency-Guided Deep Learning Network for Automatic Tumor Bed Volume Delineation in Post-operative Breast Irradiation Paper • 2105.02771 • Published May 6, 2021 • 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 Apr 30, 2018 • 2
A joint 3D UNet-Graph Neural Network-based method for Airway Segmentation from chest CTs Paper • 1908.08588 • Published Aug 22, 2019 • 2
Meta-information-aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CT Paper • 2303.00942 • Published Mar 2, 2023 • 2
Cross-Shaped Windows Transformer with Self-supervised Pretraining for Clinically Significant Prostate Cancer Detection in Bi-parametric MRI Paper • 2305.00385 • Published Apr 30, 2023 • 2
Evaluating Transformer-based Semantic Segmentation Networks for Pathological Image Segmentation Paper • 2108.11993 • Published Aug 26, 2021 • 2
From Modern CNNs to Vision Transformers: Assessing the Performance, Robustness, and Classification Strategies of Deep Learning Models in Histopathology Paper • 2204.05044 • Published Apr 11, 2022 • 2
StreamMultiDiffusion: Real-Time Interactive Generation with Region-Based Semantic Control Paper • 2403.09055 • Published Mar 14 • 24
LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation Paper • 2403.12019 • Published Mar 18 • 8
SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions Paper • 2403.16627 • Published Mar 25 • 20
FlashFace: Human Image Personalization with High-fidelity Identity Preservation Paper • 2403.17008 • Published Mar 25 • 18
Lumiere: A Space-Time Diffusion Model for Video Generation Paper • 2401.12945 • Published Jan 23 • 83
GaussianCube: Structuring Gaussian Splatting using Optimal Transport for 3D Generative Modeling Paper • 2403.19655 • Published Mar 28 • 15
Bigger is not Always Better: Scaling Properties of Latent Diffusion Models Paper • 2404.01367 • Published Apr 1 • 19
On the Scalability of Diffusion-based Text-to-Image Generation Paper • 2404.02883 • Published Apr 3 • 17
InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation Paper • 2404.02733 • Published Apr 3 • 19
Event Camera Demosaicing via Swin Transformer and Pixel-focus Loss Paper • 2404.02731 • Published Apr 3 • 1
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching Paper • 2404.03653 • Published Apr 4 • 28
Kandinsky: an Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion Paper • 2310.03502 • Published Oct 5, 2023 • 74
Toward a Better Understanding of Fourier Neural Operators: Analysis and Improvement from a Spectral Perspective Paper • 2404.07200 • Published Apr 10 • 1
Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization Paper • 2404.09956 • Published Apr 15 • 11
MultiBooth: Towards Generating All Your Concepts in an Image from Text Paper • 2404.14239 • Published Apr 22 • 8
InstantFamily: Masked Attention for Zero-shot Multi-ID Image Generation Paper • 2404.19427 • Published Apr 30 • 68
Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models Paper • 2405.16759 • Published 13 days ago • 7
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model Paper • 2406.04333 • Published 2 days ago • 25