| Importance Driven Continual Learning for Segmentation Across Domains | Apr 30, 2020 | Brain SegmentationContinual Learning | CodeCode Available | 1 |
| Importance of Aligning Training Strategy with Evaluation for Diffusion Models in 3D Multiclass Segmentation | Mar 10, 2023 | DenoisingImage Segmentation | CodeCode Available | 1 |
| Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation | Jan 2, 2023 | Caption GenerationInstance Segmentation | CodeCode Available | 1 |
| Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysis | Mar 21, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Deep Active Learning for Axon-Myelin Segmentation on Histology Data | Jul 11, 2019 | Active LearningAnatomy | CodeCode Available | 1 |
| Improving Mask R-CNN for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images | Jul 20, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation | Jul 7, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| Cross-stained Segmentation from Renal Biopsy Images Using Multi-level Adversarial Learning | Feb 20, 2020 | Segmentation | CodeCode Available | 1 |
| Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation | Aug 28, 2021 | Data AugmentationDepth Estimation | CodeCode Available | 1 |
| Improving Sketch Colorization using Adversarial Segmentation Consistency | Jan 20, 2023 | ColorizationImage Segmentation | CodeCode Available | 1 |
| Improving Video Instance Segmentation via Temporal Pyramid Routing | Jul 28, 2021 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| InconSeg: Residual-Guided Fusion With Inconsistent Multi-Modal Data for Negative and Positive Road Obstacles Segmentation | May 2, 2023 | Autonomous VehiclesDecoder | CodeCode Available | 1 |
| A persistent homology-based topological loss for CNN-based multi-class segmentation of CMR | Jul 27, 2021 | AnatomySegmentation | CodeCode Available | 1 |
| Inconsistency Masks: Removing the Uncertainty from Input-Pseudo-Label Pairs | Jan 25, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Advancing Grounded Multimodal Named Entity Recognition via LLM-Based Reformulation and Box-Based Segmentation | Jun 11, 2024 | Grounded Multimodal Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Cross-Modal Progressive Comprehension for Referring Segmentation | May 15, 2021 | AttributeImage Segmentation | CodeCode Available | 1 |
| AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning | Jun 1, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| Cross-View Image Synthesis using Conditional GANs | Mar 9, 2018 | Cross-View Image-to-Image TranslationImage Generation | CodeCode Available | 1 |
| AlignSeg: Feature-Aligned Segmentation Networks | Feb 24, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images | Apr 22, 2020 | Camouflage SegmentationComputed Tomography (CT) | CodeCode Available | 1 |
| Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model | Apr 22, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| High-Quality Unknown Object Instance Segmentation via Quadruple Boundary Error Refinement | Jun 28, 2023 | Instance SegmentationObject | CodeCode Available | 1 |
| Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation | Apr 3, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| BetterNet: An Efficient CNN Architecture with Residual Learning and Attention for Precision Polyp Segmentation | May 5, 2024 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models | May 5, 2025 | Anomaly SegmentationSegmentation | CodeCode Available | 1 |
