Severability of mesoscale components and local time scales in dynamical networks Jun 4, 2020 Image Segmentation Semantic Segmentation
Code Code Available ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation Nov 25, 2022 Generative Adversarial Network Image Generation
Code Code Available Identifying and Tracking Solar Magnetic Flux Elements with Deep Learning Aug 27, 2020 Deep Learning Image Segmentation
Code Code Available Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation Dec 14, 2017 Image Segmentation Infant Brain Mri Segmentation
Code Code Available IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation Oct 26, 2022 Contrastive Learning Image Segmentation
Code Code Available IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernels Oct 28, 2022 Image Segmentation Inductive Bias
Code Code Available IAM: Enhancing RGB-D Instance Segmentation with New Benchmarks Jan 3, 2025 Data Integration Image Segmentation
Code Code Available BTSeg: Barlow Twins Regularization for Domain Adaptation in Semantic Segmentation Aug 31, 2023 Autonomous Driving Domain Adaptation
Code Code Available SFS-A68: a dataset for the segmentation of space functions in apartment buildings Sep 13, 2022 Classification Image Segmentation
Code Code Available A New Ensemble Learning Framework for 3D Biomedical Image Segmentation Dec 10, 2018 3D Medical Imaging Segmentation Ensemble Learning
Code Code Available A New Dataset and Performance Benchmark for Real-time Spacecraft Segmentation in Onboard Flight Computers Jul 14, 2025 Image Segmentation Segmentation
Code Code Available Polar Transformation Based Multiple Instance Learning Assisting Weakly Supervised Image Segmentation With Loose Bounding Box Annotations Mar 3, 2022 Image Segmentation Multiple Instance Learning
Code Code Available Hyperspectral Image Segmentation: A Preliminary Study on the Oral and Dental Spectral Image Database (ODSI-DB) Mar 14, 2023 Hyperspectral Image Segmentation Image Segmentation
Code Code Available Hyperspectral Dataset and Deep Learning methods for Waste from Electric and Electronic Equipment Identification (WEEE) Jul 5, 2024 Hyperspectral Image Segmentation Image Segmentation
Code Code Available HyperSpace: Hypernetworks for spacing-adaptive image segmentation Jul 4, 2024 Image Segmentation Semantic Segmentation
Code Code Available Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous Labels Dec 13, 2021 Ensemble Learning Image Segmentation
Code Code Available Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower Extremities Jul 26, 2023 Active Learning Diversity
Code Code Available Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound Jul 3, 2019 Image Segmentation Medical Image Segmentation
Code Code Available SGTC: Semantic-Guided Triplet Co-training for Sparsely Annotated Semi-Supervised Medical Image Segmentation Dec 20, 2024 Auxiliary Learning Image Segmentation
Code Code Available Hybrid-Fusion Transformer for Multisequence MRI Nov 2, 2023 Brain Tumor Segmentation Image Segmentation
Code Code Available Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational model Apr 7, 2023 Image Segmentation Segmentation
Code Code Available DeepAtlas: Joint Semi-Supervised Learning of Image Registration and Segmentation Apr 17, 2019 Data Augmentation Image Registration
Code Code Available Shape-aware synthesis of pathological lung CT scans using CycleGAN for enhanced semi-supervised lung segmentation May 14, 2024 Data Augmentation Image Segmentation
Code Code Available Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising Autoencoders Jun 24, 2020 Denoising Image Segmentation
Code Code Available Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image Segmentation May 17, 2025 Domain Adaptation Image Segmentation
Code Code Available Adapting Segment Anything Model (SAM) to Experimental Datasets via Fine-Tuning on GAN-based Simulation: A Case Study in Additive Manufacturing Dec 16, 2024 Computational Efficiency Generative Adversarial Network
Code Code Available Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI Scans Mar 9, 2023 Image Segmentation Medical Image Segmentation
Code Code Available An efficient iterative thresholding method for image segmentation Aug 4, 2016 Image Segmentation Semantic Segmentation
Code Code Available Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker Decomposition Apr 15, 2024 Computational Efficiency GPU
Code Code Available Post-Training Quantization for 3D Medical Image Segmentation: A Practical Study on Real Inference Engines Jan 28, 2025 Image Segmentation Medical Image Segmentation
Code Code Available Shape-intensity knowledge distillation for robust medical image segmentation Sep 26, 2024 Image Segmentation Knowledge Distillation
Code Code Available Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image Segmentation Jan 29, 2024 Active Learning Image Segmentation
Code Code Available Shape Modeling with Spline Partitions Aug 5, 2021 Image Segmentation Semantic Segmentation
Code Code Available A General Pipeline for Glomerulus Whole-Slide Image Segmentation Nov 7, 2024 Image Segmentation Segmentation
Code Code Available Brain Tumor Segmentation using Enhanced U-Net Model with Empirical Analysis Oct 24, 2022 Brain Tumor Segmentation Decoder
Code Code Available Decoupled Competitive Framework for Semi-supervised Medical Image Segmentation May 30, 2025 Image Segmentation Medical Image Segmentation
Code Code Available Practical Region-level Attack against Segment Anything Models Apr 12, 2024 Image Segmentation Semantic Segmentation
Code Code Available Deconver: A Deconvolutional Network for Medical Image Segmentation Apr 1, 2025 Image Restoration Image Segmentation
Code Code Available How to scale hyperparameters for quickshift image segmentation Jan 23, 2022 Image Segmentation Semantic Segmentation
Code Code Available DDSL: Deep Differentiable Simplex Layer for Learning Geometric Signals Jan 30, 2019 Image Segmentation Semantic Segmentation
Code Code Available Predictive Accuracy-Based Active Learning for Medical Image Segmentation May 1, 2024 Active Learning Diversity
Code Code Available Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey May 5, 2023 Benchmarking Image Generation
Code Code Available How Reliable Are Out-of-Distribution Generalization Methods for Medical Image Segmentation? Sep 3, 2021 Hippocampus Image Segmentation
Code Code Available HMRF-EM-image: Implementation of the Hidden Markov Random Field Model and its Expectation-Maximization Algorithm Jul 15, 2012 Image Segmentation Segmentation
Code Code Available HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization Dec 30, 2024 Image Segmentation Segmentation
Code Code Available Box Supervised Video Segmentation Proposal Network Feb 14, 2022 Image Segmentation Motion Compensation
Code Code Available Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and Classification Nov 17, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Shortcut Learning in Medical Image Segmentation Mar 11, 2024 image-classification Image Classification
Code Code Available Shortest Paths in Graphs with Matrix-Valued Edges: Concepts, Algorithm and Application to 3D Multi-Shape Analysis Dec 8, 2021 Image Segmentation Semantic Segmentation
Code Code Available UnSegGNet: Unsupervised Image Segmentation using Graph Neural Networks May 9, 2024 Image Segmentation Object Recognition
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