| Deep Projective 3D Semantic Segmentation | May 9, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Robust Semantic Segmentation in Adverse Weather Conditions by means of Fast Video-Sequence Segmentation | Jul 1, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| ActionVOS: Actions as Prompts for Video Object Segmentation | Jul 10, 2024 | ObjectReferring Video Object Segmentation | CodeCode Available | 1 | 5 |
| Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding | Oct 6, 2022 | 3D Object ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Impact of PolSAR pre-processing and balancing methods on complex-valued neural networks segmentation tasks | Oct 28, 2022 | Semantic Segmentationvalid | CodeCode Available | 1 | 5 |
| Implicit Motion Handling for Video Camouflaged Object Detection | Mar 14, 2022 | Camouflaged Object SegmentationMotion Estimation | CodeCode Available | 1 | 5 |
| A Large-Scale Network Construction and Lightweighting Method for Point Cloud Semantic Segmentation | Mar 21, 2024 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| Implicit Anatomical Rendering for Medical Image Segmentation with Stochastic Experts | Apr 6, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Implicit Feature Refinement for Instance Segmentation | Dec 9, 2021 | Instance SegmentationObject Recognition | CodeCode Available | 1 | 5 |
| Implicit Integration of Superpixel Segmentation into Fully Convolutional Networks | Mar 5, 2021 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception | May 12, 2024 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| DATA: Domain-Aware and Task-Aware Self-supervised Learning | Mar 17, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Automatic Data Augmentation for 3D Medical Image Segmentation | Oct 7, 2020 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| Implicit-Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D Scenes | Jun 25, 2024 | GPUimage-classification | CodeCode Available | 1 | 5 |
| Importance Driven Continual Learning for Segmentation Across Domains | Apr 30, 2020 | Brain SegmentationContinual Learning | CodeCode Available | 1 | 5 |
| Importance of Aligning Training Strategy with Evaluation for Diffusion Models in 3D Multiclass Segmentation | Mar 10, 2023 | DenoisingImage Segmentation | CodeCode Available | 1 | 5 |
| LowFormer: Hardware Efficient Design for Convolutional Transformer Backbones | Sep 5, 2024 | CPUGPU | CodeCode Available | 1 | 5 |
| Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers | Mar 23, 2021 | Amodal Instance SegmentationBoundary Detection | CodeCode Available | 1 | 5 |
| Activate or Not: Learning Customized Activation | Sep 10, 2020 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Data Efficient 3D Learner via Knowledge Transferred from 2D Model | Mar 16, 2022 | Pseudo LabelSegmentation | CodeCode Available | 1 | 5 |
| Improving Aleatoric Uncertainty Quantification in Multi-Annotated Medical Image Segmentation with Normalizing Flows | Aug 4, 2021 | Decision MakingImage Segmentation | CodeCode Available | 1 | 5 |
| Improving Across-Dataset Brain Tissue Segmentation Using Transformer | Jan 21, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Improving Convolutional Networks With Self-Calibrated Convolutions | Jun 1, 2020 | Instance SegmentationKeypoint Detection | CodeCode Available | 1 | 5 |
| RT-GS2: Real-Time Generalizable Semantic Segmentation for 3D Gaussian Representations of Radiance Fields | May 28, 2024 | Novel View SynthesisSegmentation | CodeCode Available | 1 | 5 |
| LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation | Oct 17, 2021 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| Low Latency Instance Segmentation by Continuous Clustering for LiDAR Sensors | Nov 23, 2023 | ClusteringInstance Segmentation | CodeCode Available | 1 | 5 |
| Look-into-Object: Self-supervised Structure Modeling for Object Recognition | Mar 31, 2020 | Fine-Grained Image ClassificationImage Recognition | CodeCode Available | 1 | 5 |
| Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images | Jun 29, 2021 | Image CroppingSemantic Segmentation | CodeCode Available | 1 | 5 |
| Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment | Aug 6, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Improving Segmentation of Objects with Varying Sizes in Biomedical Images using Instance-wise and Center-of-Instance Segmentation Loss Function | Apr 13, 2023 | Image SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation | Jun 14, 2023 | Referring Expression SegmentationReferring Video Object Segmentation | CodeCode Available | 1 | 5 |
| Dataset Diffusion: Diffusion-based Synthetic Dataset Generation for Pixel-Level Semantic Segmentation | Sep 25, 2023 | Dataset GenerationSegmentation | 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 |
| UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline | Dec 20, 2022 | 3D Semantic SegmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation | Apr 12, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort | Apr 13, 2021 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook | Dec 8, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Improving Sketch Colorization using Adversarial Segmentation Consistency | Jan 20, 2023 | ColorizationImage Segmentation | CodeCode Available | 1 | 5 |
| Improving Stain Invariance of CNNs for Segmentation by Fusing Channel Attention and Domain-Adversarial Training | Apr 22, 2023 | Semantic Segmentationwhole slide images | CodeCode Available | 1 | 5 |
| DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation | Oct 19, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Low-Resolution Self-Attention for Semantic Segmentation | Oct 8, 2023 | DecoderSegmentation | CodeCode Available | 1 | 5 |
| Improving the Detection of Small Oriented Objects in Aerial Images | Jan 12, 2024 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models | Dec 7, 2021 | Image SegmentationSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect | Sep 28, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| BSNet: Box-Supervised Simulation-assisted Mean Teacher for 3D Instance Segmentation | Mar 22, 2024 | 3D Instance SegmentationDecoder | CodeCode Available | 1 | 5 |
| Sam2Rad: A Segmentation Model for Medical Images with Learnable Prompts | Sep 10, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Learning with Unmasked Tokens Drives Stronger Vision Learners | Oct 20, 2023 | AttributeDecoder | CodeCode Available | 1 | 5 |
| ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers | Jun 14, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| DB-SAM: Delving into High Quality Universal Medical Image Segmentation | Oct 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Long-tail Detection with Effective Class-Margins | Jan 23, 2023 | Binary ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
