ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement Dec 11, 2024 Decoder Image Segmentation
Code Code Available 5 ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image Dec 12, 2023 Image Segmentation Interactive Segmentation
Code Code Available 5 DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation Jul 13, 2024 Denoising Image Segmentation
Code Code Available 5 Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation May 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion Mar 9, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 5 Distribution-Free, Risk-Controlling Prediction Sets Jan 7, 2021 BIG-bench Machine Learning Classification
Code Code Available 5 Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Sep 21, 2022 Data Augmentation Domain Adaptation
Code Code Available 5 Segment This Thing: Foveated Tokenization for Efficient Point-Prompted Segmentation Jun 10, 2025 Foveation Image Segmentation
Code Code Available 5 SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process Dec 19, 2023 Denoising Dichotomous Image Segmentation
Code Code Available 5 SegVol: Universal and Interactive Volumetric Medical Image Segmentation Nov 22, 2023 Computed Tomography (CT) Image Segmentation
Code Code Available 5 Deep Incubation: Training Large Models by Divide-and-Conquering Dec 8, 2022 Image Segmentation object-detection
Code Code Available 5 Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation Jan 9, 2024 Image Segmentation Segmentation
Code Code Available 5 Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation Jan 15, 2025 Image Segmentation Referring Expression Segmentation
Code Code Available 5 Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse Process Jun 26, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image Segmentation Apr 9, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Test-Time Domain Generalization via Universe Learning: A Multi-Graph Matching Approach for Medical Image Segmentation Mar 17, 2025 Domain Adaptation Domain Generalization
Code Code Available 5 Diversified and Personalized Multi-rater Medical Image Segmentation Mar 20, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 The Missing Point in Vision Transformers for Universal Image Segmentation May 26, 2025 Image Segmentation Instance Segmentation
Code Code Available 5 FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation Mar 8, 2024 Federated Learning Image Segmentation
Code Code Available 5 Towards Open-Vocabulary Remote Sensing Image Semantic Segmentation Dec 27, 2024 Image Segmentation Semantic Segmentation
Code Code Available 5 LLM-Seg: Bridging Image Segmentation and Large Language Model Reasoning Apr 12, 2024 Image Segmentation Language Modeling
Code Code Available 5 DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation Feb 2, 2022 Decoder Image Segmentation
Code Code Available 5 BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation Apr 10, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation May 31, 2020 Decoder Image Segmentation
Code Code Available 5 Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation Aug 8, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast Apr 5, 2023 Contrastive Learning Image Segmentation
Code Code Available 5 Beyond One-to-One: Rethinking the Referring Image Segmentation Aug 26, 2023 Decoder Image Segmentation
Code Code Available 5 Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation Apr 2, 2021 3D geometry Decoder
Code Code Available 5 DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort Apr 13, 2021 Decoder Image Segmentation
Code Code Available 5 DAAIN: Detection of Anomalous and Adversarial Input using Normalizing Flows May 30, 2021 GPU Image Segmentation
Code Code Available 5 DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation Oct 19, 2023 Image Segmentation Medical Image Segmentation
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 Background Matters: A Cross-view Bidirectional Modeling Framework for Semi-supervised Medical Image Segmentation May 22, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 5 D3RM: A Discrete Denoising Diffusion Refinement Model for Piano Transcription Jan 9, 2025 Denoising Image Segmentation
Code Code Available 5 DB-SAM: Delving into High Quality Universal Medical Image Segmentation Oct 5, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and Grounder Jun 28, 2025 Image Segmentation Large Language Model
Code Code Available 5 A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis Jan 1, 2020 Image Segmentation Lesion Detection
Code Code Available 5 CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation Sep 23, 2022 Contrastive Learning Image Segmentation
Code Code Available 5 CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation Jul 25, 2024 Computational Efficiency Decoder
Code Code Available 5 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 5 Agent Skill Acquisition for Large Language Models via CycleQD Oct 16, 2024 Image Segmentation Semantic Segmentation
Code Code Available 5 Autoregressive Unsupervised Image Segmentation Jul 16, 2020 Clustering Image Segmentation
Code Code Available 5 A context based deep learning approach for unbalanced medical image segmentation Jan 8, 2020 Deep Learning Image Segmentation
Code Code Available 5 Local Label Point Correction for Edge Detection of Overlapping Cervical Cells Oct 5, 2020 Cell Segmentation Edge Detection
Code Code Available 5 From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image Segmentation Mar 3, 2025 Benchmarking Computational Efficiency
Code Code Available 5 DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation Dec 27, 2022 Image Segmentation Lesion Segmentation
Code Code Available 5 A hierarchical semantic segmentation framework for computer vision-based bridge damage detection Jul 18, 2022 Image Segmentation Semantic Segmentation
Code Code Available 5 A high-order focus interaction model and oral ulcer dataset for oral ulcer segmentation Aug 29, 2024 Image Segmentation Lesion Segmentation
Code Code Available 5 Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation Mar 3, 2022 Domain Adaptation Image Segmentation
Code Code Available 5 Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike? Jan 1, 2021 All Image Segmentation
Code Code Available 5 