Methods › Computer Vision › Semantic Segmentation Models › U-Net › Papers, page 5
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 5 of 26: papers 401 to 500 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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PainDiffusion: Can robot express pain? 18 Sep 2024 · 0 repositories · arXiv:2409.11635
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Enhanced segmentation of femoral bone metastasis in CT scans of patients using synthetic data generation with 3D diffusion models 17 Sep 2024 · 0 repositories · arXiv:2409.11011
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SDP: Spiking Diffusion Policy for Robotic Manipulation with Learnable Channel-Wise Membrane Thresholds 17 Sep 2024 · 0 repositories · arXiv:2409.11195
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TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation 17 Sep 2024 · 1 repository · arXiv:2409.11299
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Deep Learning tools to support deforestation monitoring in the Ivory Coast using SAR and Optical satellite imagery 16 Sep 2024 · 0 repositories · arXiv:2409.11186
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Using Generative Models to Produce Realistic Populations of the United Kingdom Windstorms 16 Sep 2024 · 0 repositories · arXiv:2409.10696
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An Augmentation-based Model Re-adaptation Framework for Robust Image Segmentation 14 Sep 2024 · 0 repositories · arXiv:2409.09530
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Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition 13 Sep 2024 · 0 repositories · arXiv:2409.09216
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Improving Text-guided Object Inpainting with Semantic Pre-inpainting 12 Sep 2024 · 1 repository · arXiv:2409.08260Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 2 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 2 pointer-only (licence)
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Model Ensemble for Brain Tumor Segmentation in Magnetic Resonance Imaging 12 Sep 2024 · 1 repository · arXiv:2409.08232
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SoloAudio: Target Sound Extraction with Language-oriented Audio Diffusion Transformer 12 Sep 2024 · 1 repository · arXiv:2409.08425
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Dual channel CW nnU-Net for 3D PET-CT Lesion Segmentation in 2024 autoPET III Challenge 11 Sep 2024 · 1 repository · arXiv:2409.07144
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RICAU-Net: Residual-block Inspired Coordinate Attention U-Net for Segmentation of Small and Sparse Calcium Lesions in Cardiac CT 11 Sep 2024 · 0 repositories · arXiv:2409.06993
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3D-SAR Tomography and Machine Learning for High-Resolution Tree Height Estimation 9 Sep 2024 · 0 repositories · arXiv:2409.05636
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Pioneering Precision in Lumbar Spine MRI Segmentation with Advanced Deep Learning and Data Enhancement 9 Sep 2024 · 0 repositories · arXiv:2409.06018
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Attention-Based Efficient Breath Sound Removal in Studio Audio Recordings 8 Sep 2024 · 0 repositories · arXiv:2409.04949
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DreamMapping: High-Fidelity Text-to-3D Generation via Variational Distribution Mapping 8 Sep 2024 · 0 repositories · arXiv:2409.05099
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InstInfer: In-Storage Attention Offloading for Cost-Effective Long-Context LLM Inference 8 Sep 2024 · 0 repositories · arXiv:2409.04992
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CISCA and CytoDArk0: a Cell Instance Segmentation and Classification method for histo(patho)logical image Analyses and a new, open, Nissl-stained dataset for brain cytoarchitecture studies 6 Sep 2024 · 1 repository · arXiv:2409.04175
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Secure Traffic Sign Recognition: An Attention-Enabled Universal Image Inpainting Mechanism against Light Patch Attacks 6 Sep 2024 · 0 repositories · arXiv:2409.04133
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Blended Latent Diffusion under Attention Control for Real-World Video Editing 5 Sep 2024 · 0 repositories · arXiv:2409.03514
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Multimodal Laryngoscopic Video Analysis for Assisted Diagnosis of Vocal Fold Paralysis 5 Sep 2024 · 0 repositories · arXiv:2409.03597
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MOSMOS: Multi-organ segmentation facilitated by medical report supervision 4 Sep 2024 · 0 repositories · arXiv:2409.02418
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QID²: An Image-Conditioned Diffusion Model for Q-space Up-sampling of DWI Data 3 Sep 2024 · 0 repositories · arXiv:2409.02309
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TransDAE: Dual Attention Mechanism in a Hierarchical Transformer for Efficient Medical Image Segmentation 3 Sep 2024 · 0 repositories · arXiv:2409.02018
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DPDEdit: Detail-Preserved Diffusion Models for Multimodal Fashion Image Editing 2 Sep 2024 · 0 repositories · arXiv:2409.01086
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Ground-truth effects in learning-based fiber orientation distribution estimation in neonatal brains 2 Sep 2024 · 1 repository · arXiv:2409.01195
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Misaligned Over-The-Air Computation of Multi-Sensor Data with Wiener-Denoiser Network 1 Sep 2024 · 1 repository · arXiv:2409.00738
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Modifying the U-Net's Encoder-Decoder Architecture for Segmentation of Tumors in Breast Ultrasound Images 1 Sep 2024 · 0 repositories · arXiv:2409.00647
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Generalization Capabilities of Neural Cellular Automata for Medical Image Segmentation: A Robust and Lightweight Approach 28 Aug 2024 · 0 repositories · arXiv:2408.15557
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Uncertainty-aware segmentation for rainfall prediction post processing 28 Aug 2024 · 0 repositories · arXiv:2408.16792
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Automatic 8-tissue Segmentation for 6-month Infant Brains 27 Aug 2024 · 0 repositories · arXiv:2408.15198
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Machine Learning for Methane Detection and Quantification from Space -- A survey 27 Aug 2024 · 0 repositories · arXiv:2408.15122
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MeshUp: Multi-Target Mesh Deformation via Blended Score Distillation 27 Aug 2024 · 0 repositories · arXiv:2408.14899
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OctFusion: Octree-based Diffusion Models for 3D Shape Generation 27 Aug 2024 · 1 repository · arXiv:2408.14732
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A Brief Analysis of the Iterative Next Boundary Detection Network for Tree Rings Delineation in Images of Pinus taeda 26 Aug 2024 · 1 repository · arXiv:2408.14343
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A domain decomposition-based autoregressive deep learning model for unsteady and nonlinear partial differential equations 26 Aug 2024 · 0 repositories · arXiv:2408.14461
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BreakNet: Discontinuity-Resilient Multi-Scale Transformer Segmentation of Retinal Layers 26 Aug 2024 · 0 repositories · arXiv:2408.14606
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Pixel-Aligned Multi-View Generation with Depth Guided Decoder 26 Aug 2024 · 0 repositories · arXiv:2408.14016
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Topological GCN for Improving Detection of Hip Landmarks from B-Mode Ultrasound Images 24 Aug 2024 · 0 repositories · arXiv:2408.13495
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Task-Oriented Diffusion Inversion for High-Fidelity Text-based Editing 23 Aug 2024 · 0 repositories · arXiv:2408.13395
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Research on Improved U-net Based Remote Sensing Image Segmentation Algorithm 22 Aug 2024 · 0 repositories · arXiv:2408.12672
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Detection of Under-represented Samples Using Dynamic Batch Training for Brain Tumor Segmentation from MR Images 21 Aug 2024 · 0 repositories · arXiv:2408.12013
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Exploiting XAI maps to improve MS lesion segmentation and detection in MRI 21 Aug 2024 · 0 repositories · arXiv:2409.03772
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Accelerated training of deep learning surrogate models for surface displacement and flow, with application to MCMC-based history matching of CO2 storage operations 20 Aug 2024 · 0 repositories · arXiv:2408.10717
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Multilevel CNNs for Parametric PDEs based on Adaptive Finite Elements 20 Aug 2024 · 0 repositories · arXiv:2408.10838
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Radio U-Net: a convolutional neural network to detect diffuse radio sources in galaxy clusters and beyond 20 Aug 2024 · 0 repositories · arXiv:2408.10871
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ExpoMamba: Exploiting Frequency SSM Blocks for Efficient and Effective Image Enhancement 19 Aug 2024 · 1 repository · arXiv:2408.09650
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SAM-UNet:Enhancing Zero-Shot Segmentation of SAM for Universal Medical Images 19 Aug 2024 · 1 repository · arXiv:2408.09886
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Efficient Image-to-Image Diffusion Classifier for Adversarial Robustness 16 Aug 2024 · 1 repository · arXiv:2408.08502Syntology official (archive's flag): 16 ran · 16 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 1 violated, 5 with no contract checked; 9 where Syntology's instrument failed) · 2 unverified (of 18 harvested samples) · 18 pointer-only (licence)
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RadioDiff: An Effective Generative Diffusion Model for Sampling-Free Dynamic Radio Map Construction 16 Aug 2024 · 1 repository · arXiv:2408.08593
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Learned denoising with simulated and experimental low-dose CT data 15 Aug 2024 · 0 repositories · arXiv:2408.08115
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Hybrid SD: Edge-Cloud Collaborative Inference for Stable Diffusion Models 13 Aug 2024 · 0 repositories · arXiv:2408.06646
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KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation 13 Aug 2024 · 1 repository · arXiv:2408.07040
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Efficient and Scalable Point Cloud Generation with Sparse Point-Voxel Diffusion Models 12 Aug 2024 · 2 repositories · arXiv:2408.06145
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FruitNeRF: A Unified Neural Radiance Field based Fruit Counting Framework 12 Aug 2024 · 1 repository · arXiv:2408.06190
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Generalization Enhancement Strategies to Enable Cross-year Cropland Mapping with Convolutional Neural Networks Trained Using Historical Samples 12 Aug 2024 · 1 repository · arXiv:2408.06467
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How Does Audio Influence Visual Attention in Omnidirectional Videos? Database and Model 10 Aug 2024 · 1 repository · arXiv:2408.05411
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Improved Robustness for Deep Learning-based Segmentation of Multi-Center Myocardial Perfusion MRI Datasets Using Data Adaptive Uncertainty-guided Space-time Analysis 9 Aug 2024 · 0 repositories · arXiv:2408.04805
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Integrating Edge Information into Ground Truth for the Segmentation of the Optic Disc and Cup from Fundus Images 9 Aug 2024 · 0 repositories · arXiv:2408.05052
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UGrid: An Efficient-And-Rigorous Neural Multigrid Solver for Linear PDEs 9 Aug 2024 · 1 repository · arXiv:2408.04846
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Pick of the Bunch: Detecting Infrared Small Targets Beyond Hit-Miss Trade-Offs via Selective Rank-Aware Attention 7 Aug 2024 · 1 repository · arXiv:2408.03717Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Soft-Hard Attention U-Net Model and Benchmark Dataset for Multiscale Image Shadow Removal 7 Aug 2024 · 0 repositories · arXiv:2408.03734
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Static IR Drop Prediction with Attention U-Net and Saliency-Based Explainability 6 Aug 2024 · 0 repositories · arXiv:2408.03292
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LaMamba-Diff: Linear-Time High-Fidelity Diffusion Models Based on Local Attention and Mamba 5 Aug 2024 · 1 repository · arXiv:2408.02615Syntology official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 4 honoured, 0 violated, 6 with no contract checked; 4 where Syntology's instrument failed) · 7 unverified (of 21 harvested samples) · 10 pointer-only (licence)
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Dimensionality Reduction and Nearest Neighbors for Improving Out-of-Distribution Detection in Medical Image Segmentation 5 Aug 2024 · 1 repository · arXiv:2408.02761
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SHARP-Net: A Refined Pyramid Network for Deficiency Segmentation in Culverts and Sewer Pipes 2 Aug 2024 · 0 repositories · arXiv:2408.08879
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AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation 1 Aug 2024 · 1 repository · arXiv:2408.00640
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Synthetic dual image generation for reduction of labeling efforts in semantic segmentation of micrographs with a customized metric function 1 Aug 2024 · 0 repositories · arXiv:2408.00707
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UKAN-EP: Enhancing U-KAN with Efficient Attention and Pyramid Aggregation for 3D Multi-Modal MRI Brain Tumor Segmentation 1 Aug 2024 · 1 repository · arXiv:2408.00273
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Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion Transformer 1 Aug 2024 · 1 repository · arXiv:2408.00347
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Regional quality estimation for echocardiography using deep learning 1 Aug 2024 · 1 repository · arXiv:2408.00591
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SegStitch: Multidimensional Transformer for Robust and Efficient Medical Imaging Segmentation 1 Aug 2024 · 1 repository · arXiv:2408.00496
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DDU-Net: A Domain Decomposition-Based CNN for High-Resolution Image Segmentation on Multiple GPUs 31 Jul 2024 · 2 repositories · arXiv:2407.21266
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Knowledge-Guided Prompt Learning for Lifespan Brain MR Image Segmentation 31 Jul 2024 · 0 repositories · arXiv:2407.21328
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Enhanced Uncertainty Estimation in Ultrasound Image Segmentation with MSU-Net 31 Jul 2024 · 0 repositories · arXiv:2407.21273
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Force Sensing Guided Artery-Vein Segmentation via Sequential Ultrasound Images 31 Jul 2024 · 0 repositories · arXiv:2407.21394
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Deep Learning for Super-resolution Ultrasound Imaging with Spatiotemporal Data 29 Jul 2024 · 0 repositories · arXiv:2407.20407
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Dense Self-Supervised Learning for Medical Image Segmentation 29 Jul 2024 · 0 repositories · arXiv:2407.20395
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Segmenting Fetal Head with Efficient Fine-tuning Strategies in Low-resource Settings: an empirical study with U-Net 29 Jul 2024 · 0 repositories · arXiv:2407.20086
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A Two-Stage Imaging Framework Combining CNN and Physics-Informed Neural Networks for Full-Inverse Tomography: A Case Study in Electrical Impedance Tomography (EIT) 25 Jul 2024 · 0 repositories · arXiv:2407.17721
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DarSwin-Unet: Distortion Aware Encoder-Decoder Architecture 24 Jul 2024 · 0 repositories · arXiv:2407.17328
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Struc2mapGAN: improving synthetic cryo-EM density maps with generative adversarial networks 24 Jul 2024 · 1 repository · arXiv:2407.17674
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Deformable Convolution Based Road Scene Semantic Segmentation of Fisheye Images in Autonomous Driving 23 Jul 2024 · 0 repositories · arXiv:2407.16647
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FDiff-Fusion:Denoising diffusion fusion network based on fuzzy learning for 3D medical image segmentation 22 Jul 2024 · 0 repositories · arXiv:2408.02075
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FedDM: Enhancing Communication Efficiency and Handling Data Heterogeneity in Federated Diffusion Models 20 Jul 2024 · 0 repositories · arXiv:2407.14730
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Representing Topological Self-Similarity Using Fractal Feature Maps for Accurate Segmentation of Tubular Structures 20 Jul 2024 · 1 repository · arXiv:2407.14754Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics 19 Jul 2024 · 1 repository · arXiv:2407.14129Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
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Segmentation of Brain Metastases in MRI: A Two-Stage Deep Learning Approach with Modality Impact Study 19 Jul 2024 · 1 repository · arXiv:2407.14011
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Stable-Hair: Real-World Hair Transfer via Diffusion Model 19 Jul 2024 · 1 repository · arXiv:2407.14078Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 1 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 12 harvested samples) · 2 pointer-only (licence)
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Enhanced Denoising of Optical Coherence Tomography Images Using Residual U-Net 18 Jul 2024 · 0 repositories · arXiv:2407.13090
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Real-Time 3D Occupancy Prediction via Geometric-Semantic Disentanglement 18 Jul 2024 · 0 repositories · arXiv:2407.13155
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Removing cloud shadows from ground-based solar imagery 18 Jul 2024 · 0 repositories · arXiv:2407.13379
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Hybrid Deep Learning Framework for Enhanced Melanoma Detection 16 Jul 2024 · 0 repositories · arXiv:2408.00772
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Haze-Aware Attention Network for Single-Image Dehazing 16 Jul 2024 · 0 repositories · arXiv:2407.11505
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How Control Information Influences Multilingual Text Image Generation and Editing? 16 Jul 2024 · 1 repository · arXiv:2407.11502
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LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and Vectors 16 Jul 2024 · 1 repository · arXiv:2407.11292
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Subject-driven Text-to-Image Generation via Preference-based Reinforcement Learning 16 Jul 2024 · 1 repository · arXiv:2407.12164Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples)
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IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation 15 Jul 2024 · 1 repository · arXiv:2407.10937
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Segmentation of Prostate Tumour Volumes from PET Images is a Different Ball Game 15 Jul 2024 · 0 repositories · arXiv:2407.10537