| Using a Waffle Iron for Automotive Point Cloud Semantic Segmentation | Jan 24, 2023 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving | Jan 24, 2023 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| Long-tail Detection with Effective Class-Margins | Jan 23, 2023 | Binary ClassificationInstance Segmentation | CodeCode Available | 1 |
| Learning Open-vocabulary Semantic Segmentation Models From Natural Language Supervision | Jan 22, 2023 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Recurrent Generic Contour-based Instance Segmentation with Progressive Learning | Jan 21, 2023 | Instance SegmentationLane Detection | CodeCode Available | 1 |
| Improving Sketch Colorization using Adversarial Segmentation Consistency | Jan 20, 2023 | ColorizationImage Segmentation | CodeCode Available | 1 |
| Hybrid Open-set Segmentation with Synthetic Negative Data | Jan 19, 2023 | Anomaly DetectionSegmentation | CodeCode Available | 1 |
| Active learning for medical image segmentation with stochastic batches | Jan 18, 2023 | Active LearningDiversity | CodeCode Available | 1 |
| Semi-Supervised Semantic Segmentation via Gentle Teaching Assistant | Jan 18, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation | Jan 18, 2023 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Multi Kernel Positional Embedding ConvNeXt for Polyp Segmentation | Jan 17, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| Modeling Uncertain Feature Representation for Domain Generalization | Jan 16, 2023 | Domain Generalizationimage-classification | CodeCode Available | 1 |
| RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation | Jan 13, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Hematoxylin and eosin stained oral squamous cell carcinoma histological images dataset | Jan 13, 2023 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Self-Training Guided Disentangled Adaptation for Cross-Domain Remote Sensing Image Semantic Segmentation | Jan 13, 2023 | DecoderSemantic Segmentation | CodeCode Available | 1 |
| Self-Supervised Correction Learning for Semi-Supervised Biomedical Image Segmentation | Jan 12, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Open-vocabulary Object Segmentation with Diffusion Models | Jan 12, 2023 | Image SegmentationObject | CodeCode Available | 1 |
| CLIP2Scene: Towards Label-efficient 3D Scene Understanding by CLIP | Jan 12, 2023 | 3D Semantic SegmentationContrastive Learning | CodeCode Available | 1 |
| pyssam -- a Python library for statistical modelling of biomedical shape and appearance | Jan 11, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation | Jan 11, 2023 | Image SegmentationLeft Atrium Segmentation | CodeCode Available | 1 |
| LENet: Lightweight And Efficient LiDAR Semantic Segmentation Using Multi-Scale Convolution Attention | Jan 11, 2023 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| CARD: Semantic Segmentation with Efficient Class-Aware Regularized Decoder | Jan 11, 2023 | DecoderRepresentation Learning | CodeCode Available | 1 |
| Head-Free Lightweight Semantic Segmentation with Linear Transformer | Jan 11, 2023 | DecoderSegmentation | CodeCode Available | 1 |
| Multi-Modal and Multi-Resolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark | Jan 9, 2023 | Cloud RemovalImage Reconstruction | CodeCode Available | 1 |
| The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challenge | Jan 9, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| On Advantages of Mask-level Recognition for Outlier-aware Segmentation | Jan 9, 2023 | Anomaly DetectionSemantic Segmentation | CodeCode Available | 1 |
| The CropAndWeed Dataset: A Multi-Modal Learning Approach for Efficient Crop and Weed Manipulation | Jan 6, 2023 | BenchmarkingCrop Classification | CodeCode Available | 1 |
| TarViS: A Unified Approach for Target-based Video Segmentation | Jan 6, 2023 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| All in Tokens: Unifying Output Space of Visual Tasks via Soft Token | Jan 5, 2023 | AllDepth Estimation | CodeCode Available | 1 |
| Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation | Jan 3, 2023 | BenchmarkingFew-shot Instance Segmentation | CodeCode Available | 1 |
| Medical Image Segmentation via Cascaded Attention Decoding | Jan 3, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| TinyMIM: An Empirical Study of Distilling MIM Pre-trained Models | Jan 3, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation | Jan 2, 2023 | Caption GenerationInstance Segmentation | CodeCode Available | 1 |
| Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point Clouds | Jan 1, 2023 | Continual Semantic SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Video Object Segmentation-aware Video Frame Interpolation | Jan 1, 2023 | ObjectPose Estimation | CodeCode Available | 1 |
| Single Domain Generalization for LiDAR Semantic Segmentation | Jan 1, 2023 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| PeakConv: Learning Peak Receptive Field for Radar Semantic Segmentation | Jan 1, 2023 | ObjectScene Understanding | CodeCode Available | 1 |
| WaterMask: Instance Segmentation for Underwater Imagery | Jan 1, 2023 | 2D Object DetectionGraph Attention | CodeCode Available | 1 |
| Towards Better Stability and Adaptability: Improve Online Self-Training for Model Adaptation in Semantic Segmentation | Jan 1, 2023 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Sparsely Annotated Semantic Segmentation With Adaptive Gaussian Mixtures | Jan 1, 2023 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 |
| Multispectral Video Semantic Segmentation: A Benchmark Dataset and Baseline | Jan 1, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Uni-3D: A Universal Model for Panoptic 3D Scene Reconstruction | Jan 1, 2023 | 3D Scene ReconstructionImage Segmentation | CodeCode Available | 1 |
| Change-Aware Sampling and Contrastive Learning for Satellite Images | Jan 1, 2023 | Change DetectionContrastive Learning | CodeCode Available | 1 |
| Interactive Segmentation As Gaussion Process Classification | Jan 1, 2023 | Binary ClassificationClassification | CodeCode Available | 1 |
| Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor | Jan 1, 2023 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| Efficient Mask Correction for Click-Based Interactive Image Segmentation | Jan 1, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 |
| CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic Segmentation | Jan 1, 2023 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Disentangle then Parse: Night-time Semantic Segmentation with Illumination Disentanglement | Jan 1, 2023 | DisentanglementSegmentation | CodeCode Available | 1 |
| Context-Aware Relative Object Queries To Unify Video Instance and Panoptic Segmentation | Jan 1, 2023 | Instance SegmentationMulti-Object Tracking | CodeCode Available | 1 |
| Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated Uncertainty | Jan 1, 2023 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
