| LESS: Label-Efficient and Single-Stage Referring 3D Segmentation | Oct 17, 2024 | cross-modal alignmentInstance Segmentation | CodeCode Available | 1 | 5 |
| BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning | May 12, 2018 | Autonomous DrivingDiversity | CodeCode Available | 1 | 5 |
| LeTFuser: Light-weight End-to-end Transformer-Based Sensor Fusion for Autonomous Driving with Multi-Task Learning | Oct 19, 2023 | Autonomous DrivingImitation Learning | CodeCode Available | 1 | 5 |
| LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation | Dec 5, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 | 5 |
| DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images | May 22, 2023 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| DeRIS: Decoupling Perception and Cognition for Enhanced Referring Image Segmentation through Loopback Synergy | Jul 2, 2025 | Data AugmentationGeneralized Referring Expression 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 |
| Leveraging Hidden Positives for Unsupervised Semantic Segmentation | Mar 27, 2023 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| DeepSatData: Building large scale datasets of satellite images for training machine learning models | Apr 28, 2021 | BIG-bench Machine LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation | Jun 1, 2023 | DecoderDomain Generalization | CodeCode Available | 1 | 5 |
| DeepScores -- A Dataset for Segmentation, Detection and Classification of Tiny Objects | Mar 27, 2018 | General ClassificationObject | 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 |
| SSPC-Net: Semi-supervised Semantic 3D Point Cloud Segmentation Network | Apr 16, 2021 | Point Cloud SegmentationScene Understanding | CodeCode Available | 1 | 5 |
| Adaptive Superpixel for Active Learning in Semantic Segmentation | Mar 29, 2023 | Active LearningSegmentation | CodeCode Available | 1 | 5 |
| Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets | Jul 28, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation | Jun 10, 2024 | DenoisingDomain Adaptation | CodeCode Available | 1 | 5 |
| Stacked Hourglass Network with a Multi-level Attention Mechanism: Where to Look for Intervertebral Disc Labeling | Aug 14, 2021 | Pose EstimationSemantic Segmentation | CodeCode Available | 1 | 5 |
| AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation | Jun 16, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Stan: Small tumor-aware network for breast ultrasound image segmentation | Feb 3, 2020 | Deep LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems | Mar 13, 2020 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Deep Semantic Statistics Matching (D2SM) Denoising Network | Jul 19, 2022 | DenoisingImage Restoration | CodeCode Available | 1 | 5 |
| Depth-based 6DoF Object Pose Estimation using Swin Transformer | Mar 3, 2023 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| Deep Sensor Fusion with Pyramid Fusion Networks for 3D Semantic Segmentation | May 26, 2022 | 3D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 | 5 |
| Depth Based Semantic Scene Completion with Position Importance Aware Loss | Jan 29, 2020 | 3D Semantic SegmentationPosition | CodeCode Available | 1 | 5 |
| Design of a Graphical User Interface for Few-Shot Machine Learning Classification of Electron Microscopy Data | Jul 21, 2021 | Few-Shot LearningImage Segmentation | CodeCode Available | 1 | 5 |
