LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation Apr 4, 2024 Data Augmentation Decoder
Code Code Available Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincaré Ball Apr 4, 2024 Image Segmentation Segmentation
Code Code Available Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation Apr 3, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Language Guided Domain Generalized Medical Image Segmentation Apr 1, 2024 Contrastive Learning Domain Adaptation
Code Code Available Deep Instruction Tuning for Segment Anything Model Mar 31, 2024 Decoder Image Segmentation
Code Code Available ReMamber: Referring Image Segmentation with Mamba Twister Mar 26, 2024 Image Segmentation Mamba
Code Code Available Clustering Propagation for Universal Medical Image Segmentation Mar 25, 2024 Clustering Image Segmentation
Code Code Available MatchSeg: Towards Better Segmentation via Reference Image Matching Mar 23, 2024 Domain Generalization Few-Shot Learning
Code Code Available Deep Domain Adaptation: A Sim2Real Neural Approach for Improving Eye-Tracking Systems Mar 23, 2024 Dimensionality Reduction Domain Adaptation
Code Code Available Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans Mar 22, 2024 GPU Image Segmentation
Code Code Available Stitching, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation Mar 17, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Real-Time Image Segmentation via Hybrid Convolutional-Transformer Architecture Search Mar 15, 2024 Autonomous Driving Image Segmentation
Code Code Available 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 FluoroSAM: A Language-aligned Foundation Model for X-ray Image Segmentation Mar 12, 2024 Diagnostic Image Segmentation
Code Code Available Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation Models Mar 12, 2024 Decision Making Explainable artificial intelligence
Code Code Available CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers Mar 12, 2024 Clustering graph partitioning
Code Code Available ProMISe: Promptable Medical Image Segmentation using SAM Mar 7, 2024 Image Segmentation Lesion Segmentation
Code Code Available Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning Mar 5, 2024 Image Segmentation Medical Image Segmentation
Code Code Available DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation Mar 5, 2024 Image Segmentation Medical Image Analysis
Code Code Available AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation Mar 3, 2024 Earth Observation Image Segmentation
Code Code Available FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation Feb 27, 2024 Decoder Federated Learning
Code Code Available BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAM Feb 26, 2024 Image Segmentation Segmentation
Code Code Available LLMBind: A Unified Modality-Task Integration Framework Feb 22, 2024 AI Agent Audio Generation
Code Code Available DeiSAM: Segment Anything with Deictic Prompting Feb 21, 2024 Image Segmentation Segmentation
Code Code Available Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers Feb 19, 2024 image-classification Image Classification
Code Code Available Semi-supervised Medical Image Segmentation Method Based on Cross-pseudo Labeling Leveraging Strong and Weak Data Augmentation Strategies Feb 17, 2024 Data Augmentation Diversity
Code Code Available LSRFormer: Efficient Transformer Supply Convolutional Neural Networks with Global Information for Aerial Image Segmentation Feb 16, 2024 Image Segmentation Semantic Segmentation
Code Code Available Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation Feb 14, 2024 Image Segmentation Medical Image Segmentation
Code Code Available SU-SAM: A Simple Unified Framework for Adapting Segment Anything Model in Underperformed Scenes Jan 31, 2024 Image Segmentation Medical Image Segmentation
Code Code Available ParaTransCNN: Parallelized TransCNN Encoder for Medical Image Segmentation Jan 27, 2024 Decoder Image Segmentation
Code Code Available BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models Jan 25, 2024 Image Generation Image Segmentation
Code Code Available Inconsistency Masks: Removing the Uncertainty from Input-Pseudo-Label Pairs Jan 25, 2024 Image Segmentation Lesion Segmentation
Code Code Available ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image Segmentation Jan 25, 2024 Anatomy Image Segmentation
Code Code Available CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-Attention Jan 23, 2024 Computational Efficiency Computed Tomography (CT)
Code Code Available SymTC: A Symbiotic Transformer-CNN Net for Instance Segmentation of Lumbar Spine MRI Jan 17, 2024 Data Augmentation Image Segmentation
Code Code Available MatSAM: Efficient Extraction of Microstructures of Materials via Visual Large Model Jan 11, 2024 Image Segmentation Prompt Engineering
Code Code Available Primitive Geometry Segment Pre-training for 3D Medical Image Segmentation Jan 8, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Leveraging SAM for Single-Source Domain Generalization in Medical Image Segmentation Jan 4, 2024 Domain Generalization Image Segmentation
Code Code Available Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare Ball Jan 1, 2024 Image Segmentation Segmentation
Code Code Available 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 PH-Net: Semi-Supervised Breast Lesion Segmentation via Patch-wise Hardness Jan 1, 2024 Contrastive Learning Image Segmentation
Code Code Available Learning Multi-axis Representation in Frequency Domain for Medical Image Segmentation Dec 28, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Amodal Ground Truth and Completion in the Wild Dec 28, 2023 Image Segmentation Segmentation
Code Code Available SCUNet++: Swin-UNet and CNN Bottleneck Hybrid Architecture with Multi-Fusion Dense Skip Connection for Pulmonary Embolism CT Image Segmentation Dec 22, 2023 Decoder Diagnostic
Code Code Available FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise Dec 20, 2023 Federated Learning Image Segmentation
Code Code Available Rotated Multi-Scale Interaction Network for Referring Remote Sensing Image Segmentation Dec 19, 2023 ARC Image Segmentation
Code Code Available MDD-UNet: Domain Adaptation for Medical Image Segmentation with Theoretical Guarantees, a Proof of Concept Dec 19, 2023 Decoder Domain Adaptation
Code Code Available Mask Grounding for Referring Image Segmentation Dec 19, 2023 cross-modal alignment Image Segmentation
Code Code Available AutoVisual Fusion Suite: A Comprehensive Evaluation of Image Segmentation and Voice Conversion Tools on HuggingFace Platform Dec 17, 2023 Image Segmentation Segmentation
Code Code Available SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma Dec 15, 2023 Computed Tomography (CT) Image Segmentation
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