Methods › Computer Vision › Semantic Segmentation Models › U-Net › Papers, page 2
U-Net
Papers archive 2025-07-28
archive papers tagged: 2,588 · with a code link: 1,017 · where Syntology ran a sample: 156 (130 with a run with no instrument failure, 26 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (156 of 2,588 tagged: 130 with a run with no instrument failure, 26 where every run was a failure of Syntology's instrument)
Page 2 of 26: papers 101 to 200 of 2,588, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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ITA-MDT: Image-Timestep-Adaptive Masked Diffusion Transformer Framework for Image-Based Virtual Try-On 26 Mar 2025 · 0 repositories · arXiv:2503.20418
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Learning from spatially inhomogenous data: resolution-adaptive convolutions for multiple sclerosis lesion segmentation 26 Mar 2025 · 1 repository · arXiv:2503.21829
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GRN+: A Simplified Generative Reinforcement Network for Tissue Layer Analysis in 3D Ultrasound Images for Chronic Low-back Pain 25 Mar 2025 · 0 repositories · arXiv:2503.19736
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AMD-Hummingbird: Towards an Efficient Text-to-Video Model 24 Mar 2025 · 1 repository · arXiv:2503.18559
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PSO-UNet: Particle Swarm-Optimized U-Net Framework for Precise Multimodal Brain Tumor Segmentation 24 Mar 2025 · 0 repositories · arXiv:2503.19152
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U-REPA: Aligning Diffusion U-Nets to ViTs 24 Mar 2025 · 1 repository · arXiv:2503.18414
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Automated diagnosis of lung diseases using vision transformer: a comparative study on chest x-ray classification 22 Mar 2025 · 0 repositories · arXiv:2503.18973
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Decouple and Track: Benchmarking and Improving Video Diffusion Transformers for Motion Transfer 21 Mar 2025 · 1 repository · arXiv:2503.17350
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End-to-end Sketch-Guided Path Planning through Imitation Learning for Autonomous Mobile Robots 21 Mar 2025 · 1 repository
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Time-Series U-Net with Recurrence for Noise-Robust Imaging Photoplethysmography 21 Mar 2025 · 0 repositories · arXiv:2503.17351
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SenseExpo: Efficient Autonomous Exploration with Prediction Information from Lightweight Neural Networks 20 Mar 2025 · 0 repositories · arXiv:2503.16000
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Disentangling Modes and Interference in the Spectrogram of Multicomponent Signals 19 Mar 2025 · 0 repositories · arXiv:2503.14990
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Semi-KAN: KAN Provides an Effective Representation for Semi-Supervised Learning in Medical Image Segmentation 19 Mar 2025 · 0 repositories · arXiv:2503.14983
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Temporal Regularization Makes Your Video Generator Stronger 19 Mar 2025 · 0 repositories · arXiv:2503.15417
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PANDORA: Diffusion Policy Learning for Dexterous Robotic Piano Playing 17 Mar 2025 · 0 repositories · arXiv:2503.14545
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Ship Detection in Remote Sensing Imagery for Arbitrarily Oriented Object Detection 17 Mar 2025 · 0 repositories · arXiv:2503.14534
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A new graph-based surrogate model for rapid prediction of crashworthiness performance of vehicle panel components 16 Mar 2025 · 0 repositories · arXiv:2503.17386
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A Neural Network Architecture Based on Attention Gate Mechanism for 3D Magnetotelluric Forward Modeling 14 Mar 2025 · 0 repositories · arXiv:2503.11408
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MTV-Inpaint: Multi-Task Long Video Inpainting 14 Mar 2025 · 0 repositories · arXiv:2503.11412
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TAU: Modeling Temporal Consistency Through Temporal Attentive U-Net for PPG Peak Detection 13 Mar 2025 · 0 repositories · arXiv:2503.10733
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Alias-Free Latent Diffusion Models:Improving Fractional Shift Equivariance of Diffusion Latent Space 12 Mar 2025 · 1 repository · arXiv:2503.09419Syntology official (archive's flag): 3 ran · 3 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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DAMM-Diffusion: Learning Divergence-Aware Multi-Modal Diffusion Model for Nanoparticles Distribution Prediction 12 Mar 2025 · 1 repository · arXiv:2503.09491
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Exploring Position Encoding in Diffusion U-Net for Training-free High-resolution Image Generation 12 Mar 2025 · 0 repositories · arXiv:2503.09830
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MaskAttn-UNet: A Mask Attention-Driven Framework for Universal Low-Resolution Image Segmentation 11 Mar 2025 · 0 repositories · arXiv:2503.10686
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QuantU-Net: Efficient Wearable Medical Imaging Using Bitwidth as a Trainable Parameter 10 Mar 2025 · 0 repositories · arXiv:2503.08719
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DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion 9 Mar 2025 · 1 repository · arXiv:2503.06748
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Lightweight Hypercomplex MRI Reconstruction: A Generalized Kronecker-Parameterized Approach 7 Mar 2025 · 0 repositories · arXiv:2503.05063
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Real-Time Semantic Segmentation of Aerial Images Using an Embedded U-Net: A Comparison of CPU, GPU, and FPGA Workflows 7 Mar 2025 · 0 repositories · arXiv:2503.08700
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Musical Source Separation of Brazilian Percussion 6 Mar 2025 · 0 repositories · arXiv:2503.04995
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PSDNorm: Test-Time Temporal Normalization for Deep Learning in Sleep Staging 6 Mar 2025 · 0 repositories · arXiv:2503.04582
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L2RDaS: Synthesizing 4D Radar Tensors for Model Generalization via Dataset Expansion 5 Mar 2025 · 1 repository · arXiv:2503.03637
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Implicit U-KAN2.0: Dynamic, Efficient and Interpretable Medical Image Segmentation 5 Mar 2025 · 0 repositories · arXiv:2503.03141
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Towards a robust R2D2 paradigm for radio-interferometric imaging: revisiting DNN training and architecture 4 Mar 2025 · 0 repositories · arXiv:2503.02554
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Comprehensive Evaluation of OCT-based Automated Segmentation of Retinal Layer, Fluid and Hyper-Reflective Foci: Impact on Diabetic Retinopathy Severity Assessment 3 Mar 2025 · 0 repositories · arXiv:2503.01248
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Cross Modality Medical Image Synthesis for Improving Liver Segmentation 2 Mar 2025 · 0 repositories · arXiv:2503.00945
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Cross-Attention Fusion of MRI and Jacobian Maps for Alzheimer's Disease Diagnosis 1 Mar 2025 · 0 repositories · arXiv:2503.00586
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UL-UNAS: Ultra-Lightweight U-Nets for Real-Time Speech Enhancement via Network Architecture Search 1 Mar 2025 · 1 repository · arXiv:2503.00340
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What Makes a Good Diffusion Planner for Decision Making? 1 Mar 2025 · 1 repository
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LMHLD: A Large-scale Multi-source High-resolution Landslide Dataset for Landslide Detection based on Deep Learning 27 Feb 2025 · 0 repositories · arXiv:2502.19866
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MFSR: Multi-fractal Feature for Super-resolution Reconstruction with Fine Details Recovery 27 Feb 2025 · 0 repositories · arXiv:2502.19797
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RURANET++: An Unsupervised Learning Method for Diabetic Macular Edema Based on SCSE Attention Mechanisms and Dynamic Multi-Projection Head Clustering 27 Feb 2025 · 0 repositories · arXiv:2502.20224
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Arbitrary Volumetric Refocusing of Dense and Sparse Light Fields 26 Feb 2025 · 0 repositories · arXiv:2502.19238
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Battery State of Health Estimation and Incremental Capacity Analysis under General Charging Profiles Using Neural Networks 26 Feb 2025 · 0 repositories · arXiv:2502.19586
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Deep learning and classical computer vision techniques in medical image analysis: Case studies on brain MRI tissue segmentation, lung CT COPD registration, and skin lesion classification 26 Feb 2025 · 0 repositories · arXiv:2502.19258
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PolypFlow: Reinforcing Polyp Segmentation with Flow-Driven Dynamics 26 Feb 2025 · 0 repositories · arXiv:2502.19037
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EU-Nets: Enhanced, Explainable and Parsimonious U-Nets 25 Feb 2025 · 0 repositories · arXiv:2502.18122
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Deep learning approaches to surgical video segmentation and object detection: A Scoping Review 23 Feb 2025 · 0 repositories · arXiv:2502.16459
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Graph Attention Convolutional U-NET: A Semantic Segmentation Model for Identifying Flooded Areas 21 Feb 2025 · 0 repositories · arXiv:2502.15907
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Ultrasound Phase Aberrated Point Spread Function Estimation with Convolutional Neural Network: Simulation Study 21 Feb 2025 · 0 repositories · arXiv:2502.15298
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Distributed U-net model and Image Segmentation for Lung Cancer Detection 20 Feb 2025 · 0 repositories · arXiv:2502.14928
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Single-image Reflectance and Transmittance Estimation from Any Flatbed Scanner 20 Feb 2025 · 0 repositories · arXiv:2502.14462
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2.5D U-Net with Depth Reduction for 3D CryoET Object Identification 19 Feb 2025 · 1 repository · arXiv:2502.13484
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Guaranteed Conditional Diffusion: 3D Block-based Models for Scientific Data Compression 18 Feb 2025 · 0 repositories · arXiv:2502.12951
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Real-time Neural Rendering of LiDAR Point Clouds 17 Feb 2025 · 0 repositories · arXiv:2502.11618
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Detecting Cadastral Boundary from Satellite Images Using U-Net model 16 Feb 2025 · 0 repositories · arXiv:2502.11044
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QMaxViT-Unet+: A Query-Based MaxViT-Unet with Edge Enhancement for Scribble-Supervised Segmentation of Medical Images 14 Feb 2025 · 1 repository · arXiv:2502.10294
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Using MRNet to Predict Lunar Rock Categories Detected by Chang'e 5 Probe 14 Feb 2025 · 0 repositories · arXiv:2502.09952
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A Physics-Informed Deep Learning Model for MRI Brain Motion Correction 13 Feb 2025 · 1 repository · arXiv:2502.09296
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Latents of latents to delineate pixels: hybrid Matryoshka autoencoder-to-U-Net pairing for segmenting large medical images in GPU-poor and low-data regimes 13 Feb 2025 · 0 repositories · arXiv:2502.08988
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Multimodal HIE Lesion Segmentation in Neonates: A Comparative Study of Loss Functions 13 Feb 2025 · 0 repositories · arXiv:2502.09148
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Utilizing 3D Fast Spin Echo Anatomical Imaging to Reduce the Number of Contrast Preparations in T₁ᵨ Quantification of Knee Cartilage Using Learning-Based Methods 13 Feb 2025 · 0 repositories · arXiv:2502.08973
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Flat U-Net: An Efficient Ultralightweight Model for Solar Filament Segmentation in Full-disk Hα Images 11 Feb 2025 · 0 repositories · arXiv:2502.07259
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Towards THz-based Obstacle Sensing: A Generative Radio Environment Awareness Framework 11 Feb 2025 · 0 repositories · arXiv:2502.07504
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A Comprehensive Review of U-Net and Its Variants: Advances and Applications in Medical Image Segmentation 9 Feb 2025 · 0 repositories · arXiv:2502.06895
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Enhancing SQL Injection Detection and Prevention Using Generative Models 7 Feb 2025 · 0 repositories · arXiv:2502.04786
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Latent Swap Joint Diffusion for 2D Long-Form Latent Generation 7 Feb 2025 · 2 repositories · arXiv:2502.05130
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Transfer learning in Scalable Graph Neural Network for Improved Physical Simulation 7 Feb 2025 · 0 repositories · arXiv:2502.06848
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STURM-Flood: a curated dataset for deep learning-based flood extent mapping leveraging Sentinel-1 and Sentinel-2 imagery 6 Feb 2025 · 1 repository
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Synthetic Poisoning Attacks: The Impact of Poisoned MRI Image on U-Net Brain Tumor Segmentation 6 Feb 2025 · 0 repositories · arXiv:2502.03825
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Towards Fair and Robust Face Parsing for Generative AI: A Multi-Objective Approach 6 Feb 2025 · 0 repositories · arXiv:2502.04391
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A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning 5 Feb 2025 · 0 repositories · arXiv:2502.03360
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Adaptive Voxel-Weighted Loss Using L1 Norms in Deep Neural Networks for Detection and Segmentation of Prostate Cancer Lesions in PET/CT Images 4 Feb 2025 · 1 repository · arXiv:2502.02756
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Deep Ensemble approach for Enhancing Brain Tumor Segmentation in Resource-Limited Settings 4 Feb 2025 · 0 repositories · arXiv:2502.02179
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Exploring the latent space of diffusion models directly through singular value decomposition 4 Feb 2025 · 0 repositories · arXiv:2502.02225
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Improving Power Plant CO2 Emission Estimation with Deep Learning and Satellite/Simulated Data 4 Feb 2025 · 1 repository · arXiv:2502.02083
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A Study on the Performance of U-Net Modifications in Retroperitoneal Tumor Segmentation 1 Feb 2025 · 1 repository · arXiv:2502.00314
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Deep learning model for ECG reconstruction reveals the information content of ECG leads 1 Feb 2025 · 0 repositories · arXiv:2502.00559
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Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues 1 Feb 2025 · 0 repositories · arXiv:2502.00397
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CerraData-4MM: A multimodal benchmark dataset on Cerrado for land use and land cover classification 31 Jan 2025 · 1 repository · arXiv:2502.00083
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Full-scale Representation Guided Network for Retinal Vessel Segmentation 31 Jan 2025 · 1 repository · arXiv:2501.18921
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RMDM: Radio Map Diffusion Model with Physics Informed 31 Jan 2025 · 1 repository · arXiv:2501.19160
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Cracks in concrete 30 Jan 2025 · 0 repositories · arXiv:2501.18376
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Full-Head Segmentation of MRI with Abnormal Brain Anatomy: Model and Data Release 30 Jan 2025 · 1 repository · arXiv:2501.18716
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Segmentation of cracks in 3d images of fiber reinforced concrete using deep learning 30 Jan 2025 · 0 repositories · arXiv:2501.18405
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Post-Training Quantization for 3D Medical Image Segmentation: A Practical Study on Real Inference Engines 28 Jan 2025 · 0 repositories · arXiv:2501.17343
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Separate Motion from Appearance: Customizing Motion via Customizing Text-to-Video Diffusion Models 28 Jan 2025 · 0 repositories · arXiv:2501.16714
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LSU-Net: Lightweight Automatic Organs Segmentation Network For Medical Images 27 Jan 2025 · 0 repositories · arXiv:2502.00042
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Using Generative Models to Produce Realistic Populations of UK Windstorms 27 Jan 2025 · 0 repositories · arXiv:2501.16110
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DDUNet: Dual Dynamic U-Net for Highly-Efficient Cloud Segmentation 26 Jan 2025 · 1 repository · arXiv:2501.15385
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Stroke Lesion Segmentation using Multi-Stage Cross-Scale Attention 26 Jan 2025 · 0 repositories · arXiv:2501.15423
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Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-Net 24 Jan 2025 · 1 repository · arXiv:2501.14592
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Training-Free Style and Content Transfer by Leveraging U-Net Skip Connections in Stable Diffusion 2.* 24 Jan 2025 · 0 repositories · arXiv:2501.14524
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UDiTQC: U-Net-Style Diffusion Transformer for Quantum Circuit Synthesis 24 Jan 2025 · 0 repositories · arXiv:2501.16380
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Enhancing kelp forest detection in remote sensing images using crowdsourced labels with Mixed Vision Transformers and ConvNeXt segmentation models 23 Jan 2025 · 1 repository · arXiv:2501.14001
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Enhancing Medical Image Analysis through Geometric and Photometric transformations 23 Jan 2025 · 0 repositories · arXiv:2501.13643
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LLM-guided Instance-level Image Manipulation with Diffusion U-Net Cross-Attention Maps 23 Jan 2025 · 1 repository · arXiv:2501.14046
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Deep Learning-Based Image Recovery and Pose Estimation for Resident Space Objects 22 Jan 2025 · 0 repositories · arXiv:2501.13009
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QuFeX: Quantum feature extraction module for hybrid quantum-classical deep neural networks 22 Jan 2025 · 0 repositories · arXiv:2501.13165
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CCESAR: Coastline Classification-Extraction From SAR Images Using CNN-U-Net Combination 21 Jan 2025 · 0 repositories · arXiv:2501.12384
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Comparative Analysis of Hand-Crafted and Machine-Driven Histopathological Features for Prostate Cancer Classification and Segmentation 19 Jan 2025 · 0 repositories · arXiv:2501.12415