Augmenting Convolutional networks with attention-based aggregation Dec 27, 2021 Classification Image Classification
Code Code Available 5 Delving into Shape-aware Zero-shot Semantic Segmentation Apr 17, 2023 Image Segmentation Segmentation
Code Code Available 5 Continuous Conditional Random Field Convolution for Point Cloud Segmentation Oct 12, 2021 Image Segmentation Point Cloud Segmentation
Code Code Available 5 Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation Sep 26, 2023 Decoder Image Segmentation
Code Code Available 5 High Temporal Consistency through Semantic Similarity Propagation in Semi-Supervised Video Semantic Segmentation for Autonomous Flight Mar 19, 2025 Image Segmentation Knowledge Distillation
Code Code Available 5 DeRIS: Decoupling Perception and Cognition for Enhanced Referring Image Segmentation through Loopback Synergy Jul 2, 2025 Data Augmentation Generalized Referring Expression Segmentation
Code Code Available 5 HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology images Sep 1, 2022 Boundary Detection Decoder
Code Code Available 5 Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! May 3, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 IFSeg: Image-free Semantic Segmentation via Vision-Language Model Mar 25, 2023 Image Segmentation Language Modeling
Code Code Available 5 Inter-slice Context Residual Learning for 3D Medical Image Segmentation Nov 28, 2020 Brain Tumor Segmentation Decoder
Code Code Available 5 Clustering Plotted Data by Image Segmentation Oct 6, 2021 Clustering Image Segmentation
Code Code Available 5 Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Jun 8, 2023 Disentanglement Domain Adaptation
Code Code Available 5 BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation Dataset Aug 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions Aug 31, 2019 Image Segmentation Lesion Segmentation
Code Code Available 5 Clustering Propagation for Universal Medical Image Segmentation Mar 25, 2024 Clustering Image Segmentation
Code Code Available 5 Bidirectional Learning for Domain Adaptation of Semantic Segmentation Apr 24, 2019 Domain Adaptation Image Segmentation
Code Code Available 5 DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation Jul 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation Dec 11, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 HCFormer: Unified Image Segmentation with Hierarchical Clustering May 20, 2022 Clustering Image Segmentation
Code Code Available 5 BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation Oct 27, 2021 Image Segmentation Segmentation
Code Code Available 5 Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation Nov 29, 2023 Data Augmentation Image Segmentation
Code Code Available 5 Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation Jan 1, 2024 Data Augmentation Image Segmentation
Code Code Available 5 HemSeg-200: A Voxel-Annotated Dataset for Intracerebral Hemorrhages Segmentation in Brain CT Scans May 23, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Hi-End-MAE: Hierarchical encoder-driven masked autoencoders are stronger vision learners for medical image segmentation Feb 12, 2025 Computational Efficiency Image Segmentation
Code Code Available 5 An Elastic Interaction-Based Loss Function for Medical Image Segmentation Jul 6, 2020 Image Segmentation Medical Image Segmentation
Code Code Available 5 DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models Apr 26, 2023 Diversity Image Generation
Code Code Available 5 An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image Segmentation Feb 1, 2022 3D Medical Imaging Segmentation Image Segmentation
Code Code Available 5 Attentive Symmetric Autoencoder for Brain MRI Segmentation Sep 19, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image Segmentation Mar 30, 2025 cross-modal alignment Image Segmentation
Code Code Available 5 BirdSoundsDenoising: Deep Visual Audio Denoising for Bird Sounds Oct 18, 2022 Audio Denoising Denoising
Code Code Available 5 Attention U-Net: Learning Where to Look for the Pancreas Apr 11, 2018 Brain Tumor Segmentation Computational Efficiency
Code Code Available 5 BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation Jun 26, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model Jun 16, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAM Feb 26, 2024 Image Segmentation Segmentation
Code Code Available 5 Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation Mar 15, 2021 Domain Adaptation Image Segmentation
Code Code Available 5 A Location-Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation Mar 18, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 Disentangled Representations for Domain-generalized Cardiac Segmentation Aug 26, 2020 Anatomy Cardiac Segmentation
Code Code Available 5 Masked Event Modeling: Self-Supervised Pretraining for Event Cameras Dec 20, 2022 Classification Event-based vision
Code Code Available 5 Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization Mar 8, 2021 Decoder Image Segmentation
Code Code Available 5 MasQCLIP for Open-Vocabulary Universal Image Segmentation Jan 1, 2023 Image Segmentation Panoptic Segmentation
Code Code Available 5 MatchSeg: Towards Better Segmentation via Reference Image Matching Mar 23, 2024 Domain Generalization Few-Shot Learning
Code Code Available 5 BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models Jan 25, 2024 Image Generation Image Segmentation
Code Code Available 5 ClusterFormer: Clustering As A Universal Visual Learner Sep 22, 2023 Clustering image-classification
Code Code Available 5 ACCT is a fast and accessible automatic cell counting tool using machine learning for 2D image segmentation May 22, 2023 Automatic Cell Counting Image Segmentation
Code Code Available 5 DivergentNets: Medical Image Segmentation by Network Ensemble Jul 1, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 Hematoxylin and eosin stained oral squamous cell carcinoma histological images dataset Jan 13, 2023 Decision Making Diagnostic
Code Code Available 5 DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer Jan 27, 2022 Decision Making Document Layout Analysis
Code Code Available 5 MCF: Mutual Correction Framework for Semi-Supervised Medical Image Segmentation Jan 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation Mar 15, 2024 Brain Tumor Segmentation Image Segmentation
Code Code Available 5 Hierarchical Image Peeling: A Flexible Scale-space Filtering Framework Apr 4, 2021 GPU Image Segmentation
Code Code Available 5 