Methods › Computer Vision › Semantic Segmentation Models › U-Net › Papers, page 3
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 3 of 26: papers 201 to 300 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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DeepEyeNet: Adaptive Genetic Bayesian Algorithm Based Hybrid ConvNeXtTiny Framework For Multi-Feature Glaucoma Eye Diagnosis 19 Jan 2025 · 0 repositories · arXiv:2501.11168
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Hierarchical LoG Bayesian Neural Network for Enhanced Aorta Segmentation 18 Jan 2025 · 1 repository · arXiv:2501.10615
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Deep Learning for Early Alzheimer Disease Detection with MRI Scans 17 Jan 2025 · 1 repository · arXiv:2501.09999
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High Resolution Tree Height Mapping of the Amazon Forest using Planet NICFI Images and LiDAR-Informed U-Net Model 17 Jan 2025 · 0 repositories · arXiv:2501.10600
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Multi-Modal Attention Networks for Enhanced Segmentation and Depth Estimation of Subsurface Defects in Pulse Thermography 17 Jan 2025 · 1 repository · arXiv:2501.09994
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Cancer-Net PCa-Seg: Benchmarking Deep Learning Models for Prostate Cancer Segmentation Using Synthetic Correlated Diffusion Imaging 15 Jan 2025 · 0 repositories · arXiv:2501.09185
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Relation U-Net 15 Jan 2025 · 0 repositories · arXiv:2501.09101
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SimGen: A Diffusion-Based Framework for Simultaneous Surgical Image and Segmentation Mask Generation 15 Jan 2025 · 0 repositories · arXiv:2501.09008
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TimeFlow: Longitudinal Brain Image Registration and Aging Progression Analysis 15 Jan 2025 · 0 repositories · arXiv:2501.08667
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RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentation 14 Jan 2025 · 1 repository · arXiv:2501.08458
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Bigger Isn't Always Better: Towards a General Prior for Medical Image Reconstruction 13 Jan 2025 · 1 repository · arXiv:2501.07376
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BlobGEN-Vid: Compositional Text-to-Video Generation with Blob Video Representations 13 Jan 2025 · 0 repositories · arXiv:2501.07647
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UNetVL: Enhancing 3D Medical Image Segmentation with Chebyshev KAN Powered Vision-LSTM 13 Jan 2025 · 1 repository · arXiv:2501.07017
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Boundary-enhanced time series data imputation with long-term dependency diffusion models 11 Jan 2025 · 0 repositories · arXiv:2501.06585
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CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement 11 Jan 2025 · 0 repositories · arXiv:2501.06441
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Parking Space Detection in the City of Granada 11 Jan 2025 · 1 repository · arXiv:2501.06651
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UCloudNet: A Residual U-Net with Deep Supervision for Cloud Image Segmentation 11 Jan 2025 · 1 repository · arXiv:2501.06440
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3DIS-FLUX: simple and efficient multi-instance generation with DiT rendering 9 Jan 2025 · 1 repository · arXiv:2501.05131
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A Systematic Literature Review on Deep Learning-based Depth Estimation in Computer Vision 9 Jan 2025 · 0 repositories · arXiv:2501.05147
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Improving the U-Net Configuration for Automated Delineation of Head and Neck Cancer on MRI 9 Jan 2025 · 0 repositories · arXiv:2501.05120
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Efficient and Accurate Tuberculosis Diagnosis: Attention Residual U-Net and Vision Transformer Based Detection Framework 7 Jan 2025 · 0 repositories · arXiv:2501.03538
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Enhanced Tuberculosis Bacilli Detection using Attention-Residual U-Net and Ensemble Classification 7 Jan 2025 · 0 repositories · arXiv:2501.03539
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Image Segmentation: Inducing graph-based learning 7 Jan 2025 · 1 repository · arXiv:2501.03765
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Framework for lung CT image segmentation based on UNet++ 5 Jan 2025 · 0 repositories · arXiv:2501.02428
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Compressed Domain Prior-Guided Video Super-Resolution for Cloud Gaming Content 3 Jan 2025 · 0 repositories · arXiv:2501.01773
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Fusion-DeepONet: A Data-Efficient Neural Operator for Geometry-Dependent Hypersonic and Supersonic Flows 3 Jan 2025 · 0 repositories · arXiv:2501.01934
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HSTforU: anomaly detection in aerial and ground-based videos with hierarchical spatio-temporal transformer for U-net 3 Jan 2025 · 1 repository
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Tree-NET: Enhancing Medical Image Segmentation Through Efficient Low-Level Feature Training 3 Jan 2025 · 0 repositories · arXiv:2501.02140
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DuMo: Dual Encoder Modulation Network for Precise Concept Erasure 2 Jan 2025 · 1 repository · arXiv:2501.01125
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nnY-Net: Swin-NeXt with Cross-Attention for 3D Medical Images Segmentation 2 Jan 2025 · 0 repositories · arXiv:2501.01406
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ScarNet: A Novel Foundation Model for Automated Myocardial Scar Quantification from LGE in Cardiac MRI 2 Jan 2025 · 0 repositories · arXiv:2501.01372
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VideoAnydoor: High-fidelity Video Object Insertion with Precise Motion Control 2 Jan 2025 · 0 repositories · arXiv:2501.01427
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A4A: Adapter for Adapter Transfer via All-for-All Mapping for Cross-Architecture Models 1 Jan 2025 · 0 repositories
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Alias-Free Latent Diffusion Models: Improving Fractional Shift Equivariance of Diffusion Latent Space 1 Jan 2025 · 0 repositories
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Dual Prompting Image Restoration with Diffusion Transformers 1 Jan 2025 · 0 repositories
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T2ICount: Enhancing Cross-modal Understanding for Zero-Shot Counting 1 Jan 2025 · 1 repository
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Text-Driven Fashion Image Editing with Compositional Concept Learning and Counterfactual Abduction 1 Jan 2025 · 0 repositories
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Quantum Diffusion Model for Quark and Gluon Jet Generation 30 Dec 2024 · 1 repository · arXiv:2412.21082
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A fuzzy rank-based ensemble of CNN models for MRI segmentation 28 Dec 2024 · 1 repository
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RobotDiffuse: Motion Planning for Redundant Manipulator based on Diffusion Model 27 Dec 2024 · 1 repository · arXiv:2412.19500
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Neural Directed Speech Enhancement with Dual Microphone Array in High Noise Scenario 24 Dec 2024 · 0 repositories · arXiv:2412.18141
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U-Mamba-Net: A highly efficient Mamba-based U-net style network for noisy and reverberant speech separation 24 Dec 2024 · 0 repositories · arXiv:2412.18217
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Assessment of Deep-Learning Methods for the Enhancement of Experimental Low Dose Dental CBCT Volumes 23 Dec 2024 · 0 repositories · arXiv:2412.17423
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URoadNet: Dual Sparse Attentive U-Net for Multiscale Road Network Extraction 23 Dec 2024 · 0 repositories · arXiv:2412.17573
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Mamba-SEUNet: Mamba UNet for Monaural Speech Enhancement 21 Dec 2024 · 1 repository · arXiv:2412.16626
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Toward Appearance-based Autonomous Landing Site Identification for Multirotor Drones in Unstructured Environments 20 Dec 2024 · 0 repositories · arXiv:2412.15486
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A Multi-Fidelity Graph U-Net Model for Accelerated Physics Simulations 19 Dec 2024 · 0 repositories · arXiv:2412.15372
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DiffSim: Taming Diffusion Models for Evaluating Visual Similarity 19 Dec 2024 · 1 repository · arXiv:2412.14580
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Federated Learning for Coronary Artery Plaque Detection in Atherosclerosis Using IVUS Imaging: A Multi-Hospital Collaboration 19 Dec 2024 · 0 repositories · arXiv:2412.15307
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Measurement of Medial Elbow Joint Space using Landmark Detection 17 Dec 2024 · 0 repositories · arXiv:2412.13010
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Smartphone-based Iris Recognition through High-Quality Visible Spectrum Iris Capture 17 Dec 2024 · 0 repositories · arXiv:2412.13063
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MOVIS: Enhancing Multi-Object Novel View Synthesis for Indoor Scenes 16 Dec 2024 · 0 repositories · arXiv:2412.11457
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RADARSAT Constellation Mission Compact Polarisation SAR Data for Burned Area Mapping with Deep Learning 16 Dec 2024 · 0 repositories · arXiv:2412.11561
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Detecting Daily Living Gait Amid Huntington's Disease Chorea using a Foundation Deep Learning Model 15 Dec 2024 · 1 repository · arXiv:2412.11286
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A Staged Deep Learning Approach to Spatial Refinement in 3D Temporal Atmospheric Transport 14 Dec 2024 · 0 repositories · arXiv:2412.10945
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Generative AI: A Pix2pix-GAN-Based Machine Learning Approach for Robust and Efficient Lung Segmentation 14 Dec 2024 · 0 repositories · arXiv:2412.10826
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Multi-Stage Segmentation and Cascade Classification Methods for Improving Cardiac MRI Analysis 12 Dec 2024 · 0 repositories · arXiv:2412.09386
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Neural LightRig: Unlocking Accurate Object Normal and Material Estimation with Multi-Light Diffusion 12 Dec 2024 · 0 repositories · arXiv:2412.09593
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On the effectiveness of Rotation-Equivariance in U-Net: A Benchmark for Image Segmentation 12 Dec 2024 · 0 repositories · arXiv:2412.09182
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A Physics-based Generative Model to Synthesize Training Datasets for MRI-based Fat Quantification 11 Dec 2024 · 0 repositories · arXiv:2412.08741
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EchoIR: Advancing Image Restoration with Echo Upsampling and Bi-Level Optimization 10 Dec 2024 · 0 repositories · arXiv:2412.07225
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Graph convolutional networks enable fast hemorrhagic stroke monitoring with electrical impedance tomography 10 Dec 2024 · 0 repositories · arXiv:2412.07888
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CLIP-TNseg: A Multi-Modal Hybrid Framework for Thyroid Nodule Segmentation in Ultrasound Images 7 Dec 2024 · 1 repository · arXiv:2412.05530
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Emulating Clinical Quality Muscle B-mode Ultrasound Images from Plane Wave Images Using a Two-Stage Machine Learning Model 7 Dec 2024 · 1 repository · arXiv:2412.05758
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Automatic Tongue Delineation from MRI Images with a Convolutional Neural Network Approach 6 Dec 2024 · 0 repositories · arXiv:2412.04893
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Osteoporosis Prediction from Hand X-ray Images Using Segmentation-for-Classification and Self-Supervised Learning 6 Dec 2024 · 0 repositories · arXiv:2412.05345
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Deep Learning for Sea Surface Temperature Reconstruction under Cloud Occlusion 4 Dec 2024 · 1 repository · arXiv:2412.03413
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MRNet: Multifaceted Resilient Networks for Medical Image-to-Image Translation 4 Dec 2024 · 0 repositories · arXiv:2412.03039
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Effortless Efficiency: Low-Cost Pruning of Diffusion Models 3 Dec 2024 · 0 repositories · arXiv:2412.02852
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Segmentation of Coronary Artery Stenosis in X-ray Angiography using Mamba Models 3 Dec 2024 · 0 repositories · arXiv:2412.02568
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U-Net in Medical Image Segmentation: A Review of Its Applications Across Modalities 3 Dec 2024 · 0 repositories · arXiv:2412.02242
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WEM-GAN: Wavelet transform based facial expression manipulation 3 Dec 2024 · 0 repositories · arXiv:2412.02530
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Enhancing Crop Segmentation in Satellite Image Time Series with Transformer Networks 2 Dec 2024 · 0 repositories · arXiv:2412.01944
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LoyalDiffusion: A Diffusion Model Guarding Against Data Replication 2 Dec 2024 · 0 repositories · arXiv:2412.01118
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SPF-Net: Solar panel fault detection using U-Net based deep learning image classification 1 Dec 2024 · 0 repositories
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Uniform Attention Maps: Boosting Image Fidelity in Reconstruction and Editing 29 Nov 2024 · 1 repository · arXiv:2411.19652
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3D Wasserstein generative adversarial network with dense U-Net based discriminator for preclinical fMRI denoising 28 Nov 2024 · 0 repositories · arXiv:2411.19345
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FAN-Unet: Enhancing Unet with vision Fourier Analysis Block for Biomedical Image Segmentation 28 Nov 2024 · 0 repositories · arXiv:2411.18975
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MRI Breast tissue segmentation using nnU-Net for biomechanical modeling 27 Nov 2024 · 0 repositories · arXiv:2411.18784
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Unpacking the Individual Components of Diffusion Policy 27 Nov 2024 · 0 repositories · arXiv:2412.00084
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TAFM-Net: A Novel Approach to Skin Lesion Segmentation Using Transformer Attention and Focal Modulation 26 Nov 2024 · 0 repositories · arXiv:2411.17556
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Improving Deformable Image Registration Accuracy through a Hybrid Similarity Metric and CycleGAN Based Auto-Segmentation 25 Nov 2024 · 0 repositories · arXiv:2411.16992
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J-CaPA : Joint Channel and Pyramid Attention Improves Medical Image Segmentation 25 Nov 2024 · 0 repositories · arXiv:2411.16568
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Luminance Component Analysis for Exposure Correction 25 Nov 2024 · 0 repositories · arXiv:2411.16325
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SEMU-Net: A Segmentation-based Corrector for Fabrication Process Variations of Nanophotonics with Microscopic Images 25 Nov 2024 · 0 repositories · arXiv:2411.16973
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Deep Learning-Based Automatic Delineation of Liver Domes in kV Triggered Images for Online Breath-hold Reproducibility Verification of Liver Stereotactic Body Radiation Therapy 22 Nov 2024 · 0 repositories · arXiv:2411.15322
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GalaxyEdit: Large-Scale Image Editing Dataset with Enhanced Diffusion Adapter 21 Nov 2024 · 0 repositories · arXiv:2411.13794
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DLBacktrace: A Model Agnostic Explainability for any Deep Learning Models 19 Nov 2024 · 1 repository · arXiv:2411.12643
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High-Throughput Blind Co-Channel Interference Cancellation for Edge Devices Using Depthwise Separable Convolutions, Quantization, and Pruning 19 Nov 2024 · 0 repositories · arXiv:2411.12541
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Direct and Explicit 3D Generation from a Single Image 17 Nov 2024 · 0 repositories · arXiv:2411.10947
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Low-Rank Conjugate Gradient-Net for Accelerated Cardiac MR Imaging 17 Nov 2024 · 0 repositories · arXiv:2411.11175
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Attention-based U-Net Method for Autonomous Lane Detection 16 Nov 2024 · 0 repositories · arXiv:2411.10902
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Explainable DNN-based Beamformer with Postfilter 16 Nov 2024 · 1 repository · arXiv:2411.10854
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OneNet: A Channel-Wise 1D Convolutional U-Net 14 Nov 2024 · 1 repository · arXiv:2411.09838
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RibCageImp: A Deep Learning Framework for 3D Ribcage Implant Generation 14 Nov 2024 · 0 repositories · arXiv:2411.09204
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Slender Object Scene Segmentation in Remote Sensing Image Based on Learnable Morphological Skeleton with Segment Anything Model 13 Nov 2024 · 0 repositories · arXiv:2411.08592
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DINO-LG: A Task-Specific DINO Model for Coronary Calcium Scoring 12 Nov 2024 · 0 repositories · arXiv:2411.07976
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Joint multi-dimensional dynamic attention and transformer for general image restoration 12 Nov 2024 · 1 repository · arXiv:2411.07893
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MSEG-VCUQ: Multimodal SEGmentation with Enhanced Vision Foundation Models, Convolutional Neural Networks, and Uncertainty Quantification for High-Speed Video Phase Detection Data 12 Nov 2024 · 1 repository · arXiv:2411.07463
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Semantic segmentation on multi-resolution optical and microwave data using deep learning 12 Nov 2024 · 0 repositories · arXiv:2411.07581