Diffusion models as plug-and-play priors Jun 17, 2022 Combinatorial Optimization Denoising
Code Code Available Distribution-Free, Risk-Controlling Prediction Sets Jan 7, 2021 BIG-bench Machine Learning Classification
Code Code Available DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion Mar 9, 2025 Image Segmentation Medical Image Segmentation
Code Code Available DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation Jul 13, 2024 Denoising Image Segmentation
Code Code Available Diversified and Personalized Multi-rater Medical Image Segmentation Mar 20, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Sep 21, 2022 Data Augmentation Domain Adaptation
Code Code Available SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process Dec 19, 2023 Denoising Dichotomous Image Segmentation
Code Code Available SegVol: Universal and Interactive Volumetric Medical Image Segmentation Nov 22, 2023 Computed Tomography (CT) Image Segmentation
Code Code Available Deep Incubation: Training Large Models by Divide-and-Conquering Dec 8, 2022 Image Segmentation object-detection
Code Code Available A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark Feb 28, 2022 Image Segmentation Inductive Bias
Code Code Available SSSegmenation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch May 26, 2023 Image Segmentation Segmentation
Code Code Available Ambiguous Medical Image Segmentation using Diffusion Models Apr 10, 2023 Diagnostic Diversity
Code Code Available Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation Jan 9, 2024 Image Segmentation Segmentation
Code Code Available Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation Jan 15, 2025 Image Segmentation Referring Expression Segmentation
Code Code Available Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation Apr 26, 2023 Domain Adaptation Domain Generalization
Code Code Available Full Page Handwriting Recognition via Image to Sequence Extraction Mar 11, 2021 Handwriting Recognition Handwritten Text Recognition
Code Code Available The Lovász-Softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networks May 24, 2017 Image Segmentation Segmentation
Code Code Available ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement Dec 11, 2024 Decoder Image Segmentation
Code Code Available Tiny and Efficient Model for the Edge Detection Generalization Aug 12, 2023 Boundary Detection Contour Detection
Code Code Available T-Mamba: Frequency-Enhanced Gated Long-Range Dependency for Tooth 3D CBCT Segmentation Apr 1, 2024 Image Segmentation Mamba
Code Code Available M^2SNet: Multi-scale in Multi-scale Subtraction Network for Medical Image Segmentation Mar 20, 2023 Computed Tomography (CT) Decoder
Code Code Available DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation Feb 2, 2022 Decoder Image Segmentation
Code Code Available DB-SAM: Delving into High Quality Universal Medical Image Segmentation Oct 5, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 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 DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort Apr 13, 2021 Decoder Image Segmentation
Code Code Available ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast Apr 5, 2023 Contrastive Learning Image Segmentation
Code Code Available 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 Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation Apr 2, 2021 3D geometry Decoder
Code Code Available CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision Mar 3, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike? Jan 1, 2021 All Image Segmentation
Code Code Available D3RM: A Discrete Denoising Diffusion Refinement Model for Piano Transcription Jan 9, 2025 Denoising Image Segmentation
Code Code Available Agent Skill Acquisition for Large Language Models via CycleQD Oct 16, 2024 Image Segmentation Semantic Segmentation
Code Code Available CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation Jul 25, 2024 Computational Efficiency Decoder
Code Code Available CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation Sep 23, 2022 Contrastive Learning Image Segmentation
Code Code Available DAAIN: Detection of Anomalous and Adversarial Input using Normalizing Flows May 30, 2021 GPU Image Segmentation
Code Code Available Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and Grounder Jun 28, 2025 Image Segmentation Large Language Model
Code Code Available Cross-Modal Progressive Comprehension for Referring Segmentation May 15, 2021 Attribute Image Segmentation
Code Code Available A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis Jan 1, 2020 Image Segmentation Lesion Detection
Code Code Available Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic Images Jan 1, 2022 Contrastive Learning Image Segmentation
Code Code Available CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving Scenes Jul 1, 2024 Autonomous Vehicles Image 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 Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation Mar 3, 2022 Domain Adaptation Image Segmentation
Code Code Available A context based deep learning approach for unbalanced medical image segmentation Jan 8, 2020 Deep Learning Image Segmentation
Code Code Available Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion Feb 4, 2022 Computational Efficiency Image Registration
Code Code Available 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 CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers Mar 12, 2024 Clustering graph partitioning
Code Code Available A hierarchical semantic segmentation framework for computer vision-based bridge damage detection Jul 18, 2022 Image Segmentation Semantic Segmentation
Code Code Available A high-order focus interaction model and oral ulcer dataset for oral ulcer segmentation Aug 29, 2024 Image Segmentation Lesion Segmentation
Code Code Available DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation Dec 27, 2022 Image Segmentation Lesion Segmentation
Code Code Available Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation Jul 7, 2024 Decoder Image Segmentation
Code Code Available 