| Learning Quality-aware Dynamic Memory for Video Object Segmentation | Jul 16, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Object Depth from Camera Motion and Video Object Segmentation | Jul 11, 2020 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| Single Domain Generalization for LiDAR Semantic Segmentation | Jan 1, 2023 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 | 5 |
| Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation | Feb 8, 2021 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 | 5 |
| Learning Open-vocabulary Semantic Segmentation Models From Natural Language Supervision | Jan 22, 2023 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation | Mar 28, 2018 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| PaCa-ViT: Learning Patch-to-Cluster Attention in Vision Transformers | Mar 22, 2022 | Clusteringimage-classification | CodeCode Available | 1 | 5 |
| SeSame: Simple, Easy 3D Object Detection with Point-Wise Semantics | Mar 11, 2024 | 2D Object Detection3D Object Detection | CodeCode Available | 1 | 5 |
| Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object Segmentation | Dec 21, 2020 | One-shot visual object segmentationSegmentation | CodeCode Available | 1 | 5 |
| Med-TTT: Vision Test-Time Training model for Medical Image Segmentation | Oct 3, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation | Jun 11, 2025 | Autonomous DrivingDomain Generalization | CodeCode Available | 1 | 5 |
| Small but Mighty: Enhancing 3D Point Clouds Semantic Segmentation with U-Next Framework | Apr 3, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Small Object Few-shot Segmentation for Vision-based Industrial Inspection | Jul 31, 2024 | Anomaly DetectionFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Statistical Texture for Semantic Segmentation | Mar 6, 2021 | QuantizationSegmentation | CodeCode Available | 1 | 5 |
| MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation | May 17, 2025 | Image SegmentationMamba | CodeCode Available | 1 | 5 |
| MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation | Mar 9, 2025 | Multi-modal image segmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Deeply supervised salient object detection with short connections | Nov 15, 2016 | Boundary DetectionObject | CodeCode Available | 1 | 5 |
| Learning the Pareto Front with Hypernetworks | Oct 8, 2020 | FairnessMultiobjective Optimization | CodeCode Available | 1 | 5 |
| L2B: Learning to Bootstrap Robust Models for Combating Label Noise | Feb 9, 2022 | Image ClassificationImage Segmentation | CodeCode Available | 1 | 5 |
| Med-Query: Steerable Parsing of 9-DoF Medical Anatomies with Query Embedding | Dec 5, 2022 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 | 5 |
| DeepMIM: Deep Supervision for Masked Image Modeling | Mar 15, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| SODAR: Segmenting Objects by DynamicallyAggregating Neighboring Mask Representations | Feb 15, 2022 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| Bridge the Points: Graph-based Few-shot Segment Anything Semantically | Oct 9, 2024 | Few-Shot Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Adaptive Superpixel for Active Learning in Semantic Segmentation | Mar 29, 2023 | Active LearningSegmentation | CodeCode Available | 1 | 5 |
| DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange | Aug 13, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
