Methods › Computer Vision › Semantic Segmentation Models › U-Net › Papers, page 6
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 6 of 26: papers 501 to 600 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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State-of-the-art sleep arousal detection evaluated on a comprehensive clinical dataset 14 Jul 2024 · 1 repository
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UET4Rec: U-net Encapsulated Transformer for Sequential Recommender 14 Jul 2024 · 2 repositories
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Enhancing Semantic Segmentation with Adaptive Focal Loss: A Novel Approach 13 Jul 2024 · 0 repositories · arXiv:2407.09828
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Segmentation Dataset for Reinforced Concrete Construction 12 Jul 2024 · 1 repository · arXiv:2407.09372
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Segmenting Medical Images with Limited Data 12 Jul 2024 · 1 repository · arXiv:2407.09189
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BraTS-PEDs: Results of the Multi-Consortium International Pediatric Brain Tumor Segmentation Challenge 2023 11 Jul 2024 · 0 repositories · arXiv:2407.08855
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Swin SMT: Global Sequential Modeling in 3D Medical Image Segmentation 10 Jul 2024 · 1 repository · arXiv:2407.07514
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TrackFormers: In Search of Transformer-Based Particle Tracking for the High-Luminosity LHC Era 9 Jul 2024 · 1 repository · arXiv:2407.07179
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Layered Diffusion Model for One-Shot High Resolution Text-to-Image Synthesis 8 Jul 2024 · 0 repositories · arXiv:2407.06079
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Meme Analysis using LLM-based Contextual Information and U-net Encapsulated Transformer 8 Jul 2024 · 1 repository
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Swin UNETR segmentation with automated geometry filtering for biomechanical modeling of knee joint cartilage 8 Jul 2024 · 0 repositories · arXiv:2407.06403
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Image-Conditional Diffusion Transformer for Underwater Image Enhancement 7 Jul 2024 · 0 repositories · arXiv:2407.05389
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Resource Constrained U-Net for Extraction of Retinal Vascular Trees 6 Jul 2024 · 0 repositories · arXiv:2407.04940
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MRIR: Integrating Multimodal Insights for Diffusion-based Realistic Image Restoration 4 Jul 2024 · 0 repositories · arXiv:2407.03635
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Efficient Cutting Tool Wear Segmentation Based on Segment Anything Model 1 Jul 2024 · 0 repositories · arXiv:2407.01211
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Generative prediction of flow fields around an obstacle using the diffusion model 30 Jun 2024 · 0 repositories · arXiv:2407.00735
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Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation 28 Jun 2024 · 0 repositories · arXiv:2406.19888
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Impact of Initialization on Intra-subject Pediatric Brain MR Image Registration: A Comparative Analysis between SyN ANTs and Deep Learning-Based Approaches 28 Jun 2024 · 1 repository · arXiv:2406.19943
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Cost-efficient Active Illumination Camera For Hyper-spectral Reconstruction 27 Jun 2024 · 0 repositories · arXiv:2406.19560
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LearnedKV: Integrating LSM and Learned Index for Superior Performance on Storage 27 Jun 2024 · 0 repositories · arXiv:2406.18892
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ConStyle v2: A Strong Prompter for All-in-One Image Restoration 26 Jun 2024 · 1 repository · arXiv:2406.18242
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Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling 26 Jun 2024 · 1 repository · arXiv:2406.18422
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RobU-Net: a heuristic robust multi-class brain tumor segmentation approaches for MRI scans 26 Jun 2024 · 0 repositories
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Aligning Diffusion Models with Noise-Conditioned Perception 25 Jun 2024 · 0 repositories · arXiv:2406.17636
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Disentangled Motion Modeling for Video Frame Interpolation 25 Jun 2024 · 1 repository · arXiv:2406.17256
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Mask-Guided Attention U-Net for Enhanced Neonatal Brain Extraction and Image Preprocessing 25 Jun 2024 · 1 repository · arXiv:2406.17709
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SUM: Saliency Unification through Mamba for Visual Attention Modeling 25 Jun 2024 · 1 repository · arXiv:2406.17815Syntology official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 14 harvested samples)
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Improving ovarian cancer segmentation accuracy with transformers through AI-guided labeling 25 Jun 2024 · 0 repositories · arXiv:2406.17666
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Demystifying the Effect of Receptive Field Size in U-Net Models for Medical Image Segmentation 24 Jun 2024 · 1 repository · arXiv:2406.16701
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Soft Masked Mamba Diffusion Model for CT to MRI Conversion 22 Jun 2024 · 1 repository · arXiv:2406.15910
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Bayesian neural networks for predicting uncertainty in full-field material response 21 Jun 2024 · 0 repositories · arXiv:2406.14838
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Benchmarking Retinal Blood Vessel Segmentation Models for Cross-Dataset and Cross-Disease Generalization 21 Jun 2024 · 1 repository · arXiv:2406.14994
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Latent diffusion models for parameterization and data assimilation of facies-based geomodels 21 Jun 2024 · 0 repositories · arXiv:2406.14815
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Self-supervised Brain Lesion Generation for Effective Data Augmentation of Medical Images 21 Jun 2024 · 0 repositories · arXiv:2406.14826
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VividDreamer: Towards High-Fidelity and Efficient Text-to-3D Generation 21 Jun 2024 · 0 repositories · arXiv:2406.14964
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Segmentation of Non-Small Cell Lung Carcinomas: Introducing DRU-Net and Multi-Lens Distortion 20 Jun 2024 · 1 repository · arXiv:2406.14287
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Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models 20 Jun 2024 · 0 repositories · arXiv:2406.13942
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FastPersist: Accelerating Model Checkpointing in Deep Learning 19 Jun 2024 · 0 repositories · arXiv:2406.13768
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Neural Residual Diffusion Models for Deep Scalable Vision Generation 19 Jun 2024 · 0 repositories · arXiv:2406.13215
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Cyclic 2.5D Perceptual Loss for Cross-Modal 3D Medical Image Synthesis: T1w MRI to Tau PET 18 Jun 2024 · 1 repository · arXiv:2406.12632
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Restorer: Removing Multi-Degradation with All-Axis Attention and Prompt Guidance 18 Jun 2024 · 1 repository · arXiv:2406.12587
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DiTTo-TTS: Diffusion Transformers for Scalable Text-to-Speech without Domain-Specific Factors 17 Jun 2024 · 1 repository · arXiv:2406.11427
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Microscopy Image Dataset for Deep Learning-Based Quantitative Assessment of Pulmonary Vascular Changes 15 Jun 2024 · 0 repositories
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A lightweight residual network for unsupervised deformable image registration 14 Jun 2024 · 0 repositories · arXiv:2406.09774
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Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models and Time-Dependent Layer Normalization 13 Jun 2024 · 1 repository · arXiv:2406.09416Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 16 harvested samples) · 6 pointer-only (licence)
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AMSA-UNet: An Asymmetric Multiple Scales U-net Based on Self-attention for Deblurring 13 Jun 2024 · 0 repositories · arXiv:2406.09015
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FlowAVSE: Efficient Audio-Visual Speech Enhancement with Conditional Flow Matching 13 Jun 2024 · 0 repositories · arXiv:2406.09286
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Instance-level quantitative saliency in multiple sclerosis lesion segmentation 13 Jun 2024 · 1 repository · arXiv:2406.09335
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AWGUNET: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology Images 12 Jun 2024 · 1 repository · arXiv:2406.08425
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Comparing Deep Learning Models for Rice Mapping in Bhutan Using High Resolution Satellite Imagery 11 Jun 2024 · 1 repository · arXiv:2406.07482
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Neuro-TransUNet: Segmentation of stroke lesion in MRI using transformers 10 Jun 2024 · 0 repositories · arXiv:2406.06017
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Separate and Reconstruct: Asymmetric Encoder-Decoder for Speech Separation 10 Jun 2024 · 1 repository · arXiv:2406.05983
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U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery 8 Jun 2024 · 0 repositories
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Nacala-Roof-Material: Drone Imagery for Roof Detection, Classification, and Segmentation to Support Mosquito-borne Disease Risk Assessment 7 Jun 2024 · 0 repositories · arXiv:2406.04949
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Enhancing Graph U-Nets for Mesh-Agnostic Spatio-Temporal Flow Prediction 6 Jun 2024 · 0 repositories · arXiv:2406.03789
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Instance Segmentation and Teeth Classification in Panoramic X-rays 6 Jun 2024 · 1 repository · arXiv:2406.03747
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PLDNet: PLD-Guided Lightweight Deep Network Boosted by Efficient Attention for Handheld Dual-Microphone Speech Enhancement 6 Jun 2024 · 0 repositories · arXiv:2406.03899
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U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation 5 Jun 2024 · 2 repositories · arXiv:2406.02918Syntology 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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VQUNet: Vector Quantization U-Net for Defending Adversarial Atacks by Regularizing Unwanted Noise 5 Jun 2024 · 0 repositories · arXiv:2406.03117
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ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation 4 Jun 2024 · 1 repository · arXiv:2406.02540Syntology official (archive's flag): 3 ran · 3 ran (of which 0 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) · 7 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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An approximation-based approach versus an AI one for the study of CT images of abdominal aorta aneurysms 3 Jun 2024 · 0 repositories · arXiv:2406.01764
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ECGrecover: a Deep Learning Approach for Electrocardiogram Signal Completion 31 May 2024 · 1 repository · arXiv:2406.16901
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From Structured to Unstructured:A Comparative Analysis of Computer Vision and Graph Models in solving Mesh-based PDEs 31 May 2024 · 0 repositories · arXiv:2406.00081
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A Pixel Is Worth More Than One 3D Gaussians in Single-View 3D Reconstruction 30 May 2024 · 0 repositories · arXiv:2405.20310
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DP-IQA: Utilizing Diffusion Prior for Blind Image Quality Assessment in the Wild 30 May 2024 · 1 repository · arXiv:2405.19996
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HQ-DiT: Efficient Diffusion Transformer with FP4 Hybrid Quantization 30 May 2024 · 0 repositories · arXiv:2405.19751
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VBIM-Net: Variational Born Iterative Network for Inverse Scattering Problems 29 May 2024 · 0 repositories · arXiv:2405.18731
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CT-based brain ventricle segmentation via diffusion Schrödinger Bridge without target domain ground truths 28 May 2024 · 1 repository · arXiv:2405.18267
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DSU-Net: Dynamic Snake U-Net for 2-D Seismic First Break Picking 27 May 2024 · 0 repositories · arXiv:2405.16980
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Ensembling Diffusion Models via Adaptive Feature Aggregation 27 May 2024 · 1 repository · arXiv:2405.17082Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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MagicBathyNet: A Multimodal Remote Sensing Dataset for Bathymetry Prediction and Pixel-based Classification in Shallow Waters 24 May 2024 · 1 repository · arXiv:2405.15477
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MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion Segmentation 24 May 2024 · 1 repository · arXiv:2405.15925
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3D Learnable Supertoken Transformer for LiDAR Point Cloud Scene Segmentation 23 May 2024 · 0 repositories · arXiv:2405.15826
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DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis 23 May 2024 · 1 repository · arXiv:2405.14224Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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Efficient Point Transformer with Dynamic Token Aggregating for LiDAR Point Cloud Processing 23 May 2024 · 0 repositories · arXiv:2405.15827
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Exploration of Multi-Scale Image Fusion Systems in Intelligent Medical Image Analysis 23 May 2024 · 0 repositories · arXiv:2406.18548
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Hybrid Multihead Attentive Unet-3D for Brain Tumor Segmentation 22 May 2024 · 0 repositories · arXiv:2405.13304
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Two Heads are Better Than One: Neural Networks Quantization with 2D Hilbert Curve-based Output Representation 22 May 2024 · 0 repositories · arXiv:2405.14024
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Region-level labels in ice charts can produce pixel-level segmentation for Sea Ice types 16 May 2024 · 0 repositories · arXiv:2405.10456
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RSDehamba: Lightweight Vision Mamba for Remote Sensing Satellite Image Dehazing 16 May 2024 · 0 repositories · arXiv:2405.10030
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Vision Transformers for End-to-End Vision-Based Quadrotor Obstacle Avoidance 16 May 2024 · 0 repositories · arXiv:2405.10391
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SOEDiff: Efficient Distillation for Small Object Editing 15 May 2024 · 0 repositories · arXiv:2405.09114
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Shape-aware synthesis of pathological lung CT scans using CycleGAN for enhanced semi-supervised lung segmentation 14 May 2024 · 1 repository · arXiv:2405.08556
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Estimating Direct and Indirect Causal Effects of Spatiotemporal Interventions in Presence of Spatial Interference 13 May 2024 · 0 repositories · arXiv:2405.08174
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Explainable Convolutional Neural Networks for Retinal Fundus Classification and Cutting-Edge Segmentation Models for Retinal Blood Vessels from Fundus Images 12 May 2024 · 1 repository · arXiv:2405.07338
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Automated Cell Structure Extraction for 3D Electron Microscopy by Deep Learning 10 May 2024 · 0 repositories · arXiv:2405.06303
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Continuous max-flow augmentation of self-supervised few-shot learning on SPECT left ventricles 9 May 2024 · 1 repository · arXiv:2405.05520
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Simple Drop-in LoRA Conditioning on Attention Layers Will Improve Your Diffusion Model 7 May 2024 · 0 repositories · arXiv:2405.03958
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Unicorn: U-Net for Sea Ice Forecasting with Convolutional Neural Ordinary Differential Equations 7 May 2024 · 1 repository · arXiv:2405.03929
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CCDM: Continuous Conditional Diffusion Models for Image Generation 6 May 2024 · 1 repository · arXiv:2405.03546
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Implantable Adaptive Cells: differentiable architecture search to improve the performance of any trained U-shaped network 6 May 2024 · 1 repository · arXiv:2405.03420
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SalFAU-Net: Saliency Fusion Attention U-Net for Salient Object Detection 5 May 2024 · 0 repositories · arXiv:2405.02906
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U-DiTs: Downsample Tokens in U-Shaped Diffusion Transformers 4 May 2024 · 1 repository · arXiv:2405.02730Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Continuous Learned Primal Dual 3 May 2024 · 0 repositories · arXiv:2405.02478
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Introducing a microstructure-embedded autoencoder approach for reconstructing high-resolution solution field data from a reduced parametric space 3 May 2024 · 1 repository · arXiv:2405.01975
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Improving Interpretability of Deep Active Learning for Flood Inundation Mapping Through Class Ambiguity Indices Using Multi-spectral Satellite Imagery 29 Apr 2024 · 0 repositories · arXiv:2404.19043
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U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion in Generative Hierarchical Models 29 Apr 2024 · 0 repositories · arXiv:2404.18444
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Panoptic Segmentation and Labelling of Lumbar Spine Vertebrae using Modified Attention Unet 28 Apr 2024 · 0 repositories · arXiv:2404.18291
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EvaNet: Elevation-Guided Flood Extent Mapping on Earth Imagery (Extended Version) 27 Apr 2024 · 1 repository · arXiv:2404.17917Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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Generative Diffusion-based Downscaling for Climate 27 Apr 2024 · 1 repository · arXiv:2404.17752Syntology official (archive's flag): 5 ran · 5 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; 1 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples) · 9 pointer-only (licence)