Attention U-Net: Learning Where to Look for the Pancreas Apr 11, 2018 Brain Tumor Segmentation Computational Efficiency
Code Code Available How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers Jun 18, 2021 Data Augmentation image-classification
Code Code Available 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 HWA-UNETR: Hierarchical Window Aggregate UNETR for 3D Multimodal Gastric Lesion Segmentation May 15, 2025 Image Segmentation Lesion Segmentation
Code Code Available Beyond One-to-One: Rethinking the Referring Image Segmentation Aug 26, 2023 Decoder Image Segmentation
Code Code Available HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation Mar 18, 2023 Contrastive Learning Image Segmentation
Code Code Available 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 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 Image-Based Relocalization and Alignment for Long-Term Monitoring of Dynamic Underwater Environments Mar 6, 2025 Image Segmentation Management
Code Code Available A Location-Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation Mar 18, 2021 Image Segmentation Medical Image Segmentation
Code Code Available CARIS: Context-Augmented Referring Image Segmentation Oct 27, 2023 Decoder Image Segmentation
Code Code Available Image Segmentation Using Deep Learning: A Survey Jan 15, 2020 Decoder Deep Learning
Code Code Available BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation Dataset Aug 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions Aug 31, 2019 Image Segmentation Lesion Segmentation
Code Code Available DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Jun 2, 2016 Image Segmentation Semantic Segmentation
Code Code Available Bidirectional Learning for Domain Adaptation of Semantic Segmentation Apr 24, 2019 Domain Adaptation Image Segmentation
Code Code Available Importance of Aligning Training Strategy with Evaluation for Diffusion Models in 3D Multiclass Segmentation Mar 10, 2023 Denoising Image Segmentation
Code Code Available Improving Across-Dataset Brain Tissue Segmentation Using Transformer Jan 21, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Improving Sketch Colorization using Adversarial Segmentation Consistency Jan 20, 2023 Colorization Image Segmentation
Code Code Available BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation Oct 27, 2021 Image Segmentation Segmentation
Code Code Available Deep learning approach to left ventricular non-compaction measurement Nov 30, 2020 CPU Deep Learning
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 DeiSAM: Segment Anything with Deictic Prompting Feb 21, 2024 Image Segmentation Segmentation
Code Code Available Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model Apr 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available An Elastic Interaction-Based Loss Function for Medical Image Segmentation Jul 6, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Instructive Feature Enhancement for Dichotomous Medical Image Segmentation Jun 6, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation Oct 30, 2022 Image Segmentation Lesion Segmentation
Code Code Available Interactive Object Segmentation in 3D Point Clouds Apr 14, 2022 3D Instance Segmentation Image Segmentation
Code Code Available 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 BirdSoundsDenoising: Deep Visual Audio Denoising for Bird Sounds Oct 18, 2022 Audio Denoising Denoising
Code Code Available Interfacing Foundation Models' Embeddings Dec 12, 2023 Decoder Image Segmentation
Code Code Available BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation Jun 26, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Inter-slice Context Residual Learning for 3D Medical Image Segmentation Nov 28, 2020 Brain Tumor Segmentation Decoder
Code Code Available BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAM Feb 26, 2024 Image Segmentation Segmentation
Code Code Available DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering Dec 12, 2022 Clustering Graph Neural Network
Code Code Available CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation Nov 22, 2022 Disentanglement Domain Generalization
Code Code Available ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation Aug 27, 2021 Image Segmentation Semantic Segmentation
Code Code Available Is segmentation uncertainty useful? Mar 30, 2021 Active Learning Image Segmentation
Code Code Available Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization Mar 8, 2021 Decoder Image Segmentation
Code Code Available Kandinsky Conformal Prediction: Efficient Calibration of Image Segmentation Algorithms Nov 20, 2023 Conformal Prediction Image Segmentation
Code Code Available KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation Oct 4, 2020 3D Medical Imaging Segmentation Brain Tumor 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 Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation Jun 6, 2022 Contrastive Learning Image Segmentation
Code Code Available 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 Deep Domain Adaptation: A Sim2Real Neural Approach for Improving Eye-Tracking Systems Mar 23, 2024 Dimensionality Reduction Domain Adaptation
Code Code Available Deep ContourFlow: Advancing Active Contours with Deep Learning Jul 15, 2024 Deep Learning Image Segmentation
Code Code Available Deep clustering: Discriminative embeddings for segmentation and separation Aug 18, 2015 Clustering Deep Clustering
Code Code Available Label Propagation for 3D Carotid Vessel Wall Segmentation and Atherosclerosis Diagnosis Aug 29, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Lake Ice Monitoring with Webcams and Crowd-Sourced Images Feb 18, 2020 Change detection for remote sensing images Image Segmentation
Code Code Available Deep evidential fusion with uncertainty quantification and contextual discounting for multimodal medical image segmentation Sep 12, 2023 Image Segmentation Medical Image Segmentation
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