| FusionLane: Multi-Sensor Fusion for Lane Marking Semantic Segmentation Using Deep Neural Networks | Mar 9, 2020 | PositionSegmentation | CodeCode Available | 1 |
| FusionPainting: Multimodal Fusion with Adaptive Attention for 3D Object Detection | Jun 23, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm | Mar 25, 2023 | Diversityimage-classification | CodeCode Available | 1 |
| GAInS: Gradient Anomaly-aware Biomedical Instance Segmentation | Sep 21, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Automating MedSAM by Learning Prompts with Weak Few-Shot Supervision | Sep 30, 2024 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| GANav: Efficient Terrain Segmentation for Robot Navigation in Unstructured Outdoor Environments | Mar 7, 2021 | Deep Reinforcement LearningRobot Navigation | CodeCode Available | 1 |
| DeepScores -- A Dataset for Segmentation, Detection and Classification of Tiny Objects | Mar 27, 2018 | General ClassificationObject | CodeCode Available | 1 |
| AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018 | May 20, 2020 | 3D Semantic SegmentationAutoML | CodeCode Available | 1 |
| Gaze-Assisted Medical Image Segmentation | Oct 23, 2024 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| GazeSAM: What You See is What You Segment | Apr 26, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation | Sep 29, 2024 | AllData Compression | CodeCode Available | 1 |
| Boosting Semantic Human Matting with Coarse Annotations | Apr 10, 2020 | Image MattingSemantic Segmentation | CodeCode Available | 1 |
| Active Label Correction for Semantic Segmentation with Foundation Models | Mar 16, 2024 | Semantic SegmentationSuperpixels | CodeCode Available | 1 |
| DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation | Nov 1, 2023 | 3D ReconstructionData Augmentation | CodeCode Available | 1 |
| All in Tokens: Unifying Output Space of Visual Tasks via Soft Token | Jan 5, 2023 | AllDepth Estimation | CodeCode Available | 1 |
| Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medical Segmentation | Apr 25, 2023 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 |
| Generalizable Data-free Objective for Crafting Universal Adversarial Perturbations | Jan 24, 2018 | Adversarial AttackDepth Estimation | CodeCode Available | 1 |
| Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration | Aug 8, 2022 | Image RestorationImage Segmentation | CodeCode Available | 1 |
| Deep Learning Based Brain Tumor Segmentation: A Survey | Jul 18, 2020 | Brain Tumor SegmentationDeep Learning | CodeCode Available | 1 |
| Adversarial Examples for Semantic Segmentation and Object Detection | Mar 24, 2017 | Adversarial Attackimage-classification | CodeCode Available | 1 |
| Deep Learning based Food Instance Segmentation using Synthetic Data | Jul 15, 2021 | Deep LearningInstance Segmentation | CodeCode Available | 1 |
| DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs | Jun 2, 2016 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic Segmentation | Mar 5, 2022 | Data AugmentationPseudo Label | CodeCode Available | 1 |
| All you need are a few pixels: semantic segmentation with PixelPick | Apr 13, 2021 | Active LearningAll | CodeCode Available | 1 |
| Deep learning approach to left ventricular non-compaction measurement | Nov 30, 2020 | CPUDeep Learning | CodeCode Available | 1 |
