Elucidating Meta-Structures of Noisy Labels in Semantic Segmentation by Deep Neural Networks Apr 30, 2022 image-classification Image Classification
Code Code Available Competing for pixels: a self-play algorithm for weakly-supervised segmentation May 26, 2024 Binary Classification Image Segmentation
Code Code Available Model Guidance via Explanations Turns Image Classifiers into Segmentation Models Jul 3, 2024 Decoder image-classification
Code Code Available Mask Editor : an Image Annotation Tool for Image Segmentation Tasks Sep 17, 2018 Image Cropping Image Segmentation
Code Code Available MARVIS: Motion & Geometry Aware Real and Virtual Image Segmentation Mar 14, 2024 3D Reconstruction Autonomous Navigation
Code Code Available Elliptical Attention Jun 19, 2024 Image Segmentation Language Modeling
Code Code Available A Foundation Model for General Moving Object Segmentation in Medical Images Sep 29, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Elastic Boundary Projection for 3D Medical Image Segmentation Dec 3, 2018 3D Medical Imaging Segmentation Image Segmentation
Code Code Available Sauron U-Net: Simple automated redundancy elimination in medical image segmentation via filter pruning Sep 27, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Where Is My Mirror? Aug 24, 2019 Image Segmentation Segmentation
Code Code Available Attention-based Shape-Deformation Networks for Artifact-Free Geometry Reconstruction of Lumbar Spine from MR Images Mar 30, 2024 Image Segmentation Semantic Segmentation
Code Code Available SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth Oct 15, 2018 Image Segmentation Segmentation
Code Code Available More complex encoder is not all you need Sep 20, 2023 All Decoder
Code Code Available MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image Segmentation Mar 18, 2024 Data Augmentation Domain Generalization
Code Code Available Scale-Aware Alignment of Hierarchical Image Segmentation Jun 1, 2016 Image Segmentation Segmentation
Code Code Available Music2P: A Multi-Modal AI-Driven Tool for Simplifying Album Cover Design Aug 3, 2024 Code Generation Image Segmentation
Code Code Available Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass Segmentation Jul 28, 2023 Image Segmentation Management
Code Code Available Scale-constrained Unsupervised Evaluation Method for Multi-scale Image Segmentation Nov 15, 2016 Image Segmentation Segmentation
Code Code Available Efficient Yet Deep Convolutional Neural Networks for Semantic Segmentation Jul 26, 2017 GPU Image Segmentation
Code Code Available Scale-Equivariant Deep Learning for 3D Data Apr 12, 2023 Deep Learning Image Segmentation
Code Code Available MOSAIC: Mobile Segmentation via decoding Aggregated Information and encoded Context Dec 22, 2021 Decoder Image Segmentation
Code Code Available ACNN: a Full Resolution DCNN for Medical Image Segmentation Jan 26, 2019 Computed Tomography (CT) Image Segmentation
Code Code Available Efficient Transformer Encoders for Mask2Former-style models Apr 23, 2024 Computational Efficiency Image Segmentation
Code Code Available Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image Segmentation Oct 14, 2024 Boundary Detection Image Segmentation
Code Code Available MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image Segmentation Sep 28, 2024 Image Segmentation Mamba
Code Code Available Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation Feb 9, 2015 Image Segmentation Segmentation
Code Code Available Magnifier: A Multi-grained Neural Network-based Architecture for Burned Area Delineation Apr 28, 2025 Burned Area Delineation Disaster Response
Code Code Available Efficient Smoothing of Dilated Convolutions for Image Segmentation Mar 19, 2019 Image Segmentation Segmentation
Code Code Available Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image Models Jan 15, 2024 Data Compression image-classification
Code Code Available MSA-UNet3+: Multi-Scale Attention UNet3+ with New Supervised Prototypical Contrastive Loss for Coronary DSA Image Segmentation Apr 7, 2025 Contrastive Learning Diagnostic
Code Code Available Uma implementação do jogo Pedra, Papel e Tesoura utilizando Visao Computacional May 20, 2021 Image Segmentation Segmentation
Code Code Available A Topology-Attention ConvLSTM Network and Its Application to EM Images Feb 7, 2022 Image Segmentation Segmentation
Code Code Available A Fast Semidefinite Approach to Solving Binary Quadratic Problems Apr 3, 2013 Clustering Image Segmentation
Code Code Available Weakly- and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image Segmentation Dec 1, 2015 Image Segmentation Segmentation
Code Code Available M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation Feb 24, 2025 Computed Tomography (CT) Domain Adaptation
Code Code Available USLR: an open-source tool for unbiased and smooth longitudinal registration of brain MR Nov 14, 2023 Bayesian Inference Image Segmentation
Code Code Available TAAL: Test-time Augmentation for Active Learning in Medical Image Segmentation Jan 16, 2023 Active Learning Image Segmentation
Code Code Available LymphAtlas- A Unified Multimodal Lymphoma Imaging Repository Delivering AI-Enhanced Diagnostic Insight Apr 29, 2025 Diagnostic Image Segmentation
Code Code Available Tackling the Class Imbalance Problem of Deep Learning Based Head and Neck Organ Segmentation Jan 5, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Tackling the Problem of Limited Data and Annotations in Semantic Segmentation Jul 14, 2020 Image Segmentation Segmentation
Code Code Available LVPNet: A Latent-variable-based Prediction-driven End-to-end Framework for Lossless Compression of Medical Images Jun 22, 2025 Image Compression Image Segmentation
Code Code Available Lung segmentation with NASNet-Large-Decoder Net Mar 18, 2023 Decoder Image Segmentation
Code Code Available Level set image segmentation with velocity term learned from data with applications to lung nodule segmentation Oct 8, 2019 BIG-bench Machine Learning Image Segmentation
Code Code Available SWDL: Stratum-Wise Difference Learning with Deep Laplacian Pyramid for Semi-Supervised 3D Intracranial Hemorrhage Segmentation Jun 12, 2025 Image Segmentation Medical Image Segmentation
Code Code Available LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and Vectors Jul 16, 2024 BraTS2021 Hippocampus
Code Code Available Multi-Aperture Fusion of Transformer-Convolutional Network (MFTC-Net) for 3D Medical Image Segmentation and Visualization Jun 24, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Take the Bull by the Horns: Learning to Segment Hard Samples Jan 1, 2025 Image Segmentation Medical Image Segmentation
Code Code Available Utilizing Multi-step Loss for Single Image Reflection Removal Dec 11, 2024 Depth Estimation Image Segmentation
Code Code Available Efficient semantic image segmentation with superpixel pooling Jun 7, 2018 GPU Image Segmentation
Code Code Available Efficient Self-Supervision using Patch-based Contrastive Learning for Histopathology Image Segmentation Aug 23, 2022 Contrastive Learning Image Segmentation
Code Code Available 