| Towards accurate instance segmentation in large-scale LiDAR point clouds | Jul 6, 2023 | ClusteringInstance Segmentation | CodeCode Available | 1 |
| The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CT | Jul 5, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Conditional Boundary Loss for Semantic Segmentation | Jul 5, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets | Jul 5, 2023 | Efficient ViTsImage Segmentation | CodeCode Available | 1 |
| RefSAM: Efficiently Adapting Segmenting Anything Model for Referring Video Object Segmentation | Jul 3, 2023 | Image SegmentationReferring Expression | CodeCode Available | 1 |
| DifFSS: Diffusion Model for Few-Shot Semantic Segmentation | Jul 3, 2023 | Few-Shot Semantic SegmentationImage Generation | CodeCode Available | 1 |
| SAMAug: Point Prompt Augmentation for Segment Anything Model | Jul 3, 2023 | Image Segmentationmodel | CodeCode Available | 1 |
| Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization | Jul 2, 2023 | Autonomous DrivingData Augmentation | CodeCode Available | 1 |
| SyMFM6D: Symmetry-aware Multi-directional Fusion for Multi-View 6D Object Pose Estimation | Jul 1, 2023 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 |
| MobileViG: Graph-Based Sparse Attention for Mobile Vision Applications | Jul 1, 2023 | Graph Attentionimage-classification | CodeCode Available | 1 |
| Prompting classes: Exploring the Power of Prompt Class Learning in Weakly Supervised Semantic Segmentation | Jun 30, 2023 | Few-Shot LearningPrompt Learning | CodeCode Available | 1 |
| Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imagery | Jun 28, 2023 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| SeMLaPS: Real-time Semantic Mapping with Latent Prior Networks and Quasi-Planar Segmentation | Jun 28, 2023 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| 1M parameters are enough? A lightweight CNN-based model for medical image segmentation | Jun 28, 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 |
| GraSS: Contrastive Learning with Gradient Guided Sampling Strategy for Remote Sensing Image Semantic Segmentation | Jun 28, 2023 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation | Jun 27, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| MIMIC: Masked Image Modeling with Image Correspondences | Jun 27, 2023 | Depth EstimationPose Estimation | CodeCode Available | 1 |
| SSC-RS: Elevate LiDAR Semantic Scene Completion with Representation Separation and BEV Fusion | Jun 27, 2023 | Autonomous DrivingScene Understanding | CodeCode Available | 1 |
| Delving into Crispness: Guided Label Refinement for Crisp Edge Detection | Jun 27, 2023 | Edge DetectionImage Segmentation | CodeCode Available | 1 |
| PANet: LiDAR Panoptic Segmentation with Sparse Instance Proposal and Aggregation | Jun 27, 2023 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 |
| AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor | Jun 26, 2023 | Brain Tumor SegmentationSegmentation | CodeCode Available | 1 |
| When SAM Meets Sonar Images | Jun 25, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Segmentation and Tracking of Vegetable Plants by Exploiting Vegetable Shape Feature for Precision Spray of Agricultural Robots | Jun 23, 2023 | Instance SegmentationMultiple Object Tracking | CodeCode Available | 1 |
| How to Efficiently Adapt Large Segmentation Model(SAM) to Medical Images | Jun 23, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Towards Reliable Evaluation and Fast Training of Robust Semantic Segmentation Models | Jun 22, 2023 | Adversarial Robustnessimage-classification | CodeCode Available | 1 |
| Ladder Fine-tuning approach for SAM integrating complementary network | Jun 22, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences | Jun 21, 2023 | Dimensionality ReductionImage Segmentation | CodeCode Available | 1 |
| Inter-Instance Similarity Modeling for Contrastive Learning | Jun 21, 2023 | Contrastive LearningInstance Segmentation | CodeCode Available | 1 |
| Primitive Generation and Semantic-related Alignment for Universal Zero-Shot Segmentation | Jun 19, 2023 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| Hyperbolic Active Learning for Semantic Segmentation under Domain Shift | Jun 19, 2023 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Balanced Energy Regularization Loss for Out-of-distribution Detection | Jun 18, 2023 | Classificationimage-classification | CodeCode Available | 1 |
| PanoOcc: Unified Occupancy Representation for Camera-based 3D Panoptic Segmentation | Jun 16, 2023 | 3D Panoptic SegmentationAutonomous Driving | CodeCode Available | 1 |
| Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation | Jun 15, 2023 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Learnable Weight Initialization for Volumetric Medical Image Segmentation | Jun 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Annotator Consensus Prediction for Medical Image Segmentation with Diffusion Models | Jun 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation | Jun 14, 2023 | Referring Expression SegmentationReferring Video Object Segmentation | CodeCode Available | 1 |
| BPKD: Boundary Privileged Knowledge Distillation For Semantic Segmentation | Jun 13, 2023 | Knowledge DistillationSegmentation | CodeCode Available | 1 |
| VISION Datasets: A Benchmark for Vision-based InduStrial InspectiON | Jun 13, 2023 | Defect DetectionInstance Segmentation | CodeCode Available | 1 |
| Compositor: Bottom-up Clustering and Compositing for Robust Part and Object Segmentation | Jun 12, 2023 | ClusteringObject | CodeCode Available | 1 |
| AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation | Jun 12, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| Revisiting Token Pruning for Object Detection and Instance Segmentation | Jun 12, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Volume-DROID: A Real-Time Implementation of Volumetric Mapping with DROID-SLAM | Jun 12, 2023 | Point Cloud GenerationPoint Cloud Registration | CodeCode Available | 1 |
| PVPUFormer: Probabilistic Visual Prompt Unified Transformer for Interactive Image Segmentation | Jun 11, 2023 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 |
| Illumination Controllable Dehazing Network based on Unsupervised Retinex Embedding | Jun 9, 2023 | Image DehazingImage Restoration | CodeCode Available | 1 |
| Topology-Aware Uncertainty for Image Segmentation | Jun 9, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction | Jun 8, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Channel prior convolutional attention for medical image segmentation | Jun 8, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation | Jun 8, 2023 | DisentanglementDomain Adaptation | CodeCode Available | 1 |
| Improving Visual Prompt Tuning for Self-supervised Vision Transformers | Jun 8, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
