| Gen-LaneNet: A Generalized and Scalable Approach for 3D Lane Detection | Mar 24, 2020 | 3D Lane DetectionImage Segmentation | CodeCode Available | 1 | 5 |
| CrOC: Cross-View Online Clustering for Dense Visual Representation Learning | Mar 23, 2023 | ClusteringOnline Clustering | CodeCode Available | 1 | 5 |
| BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video | Sep 25, 2022 | Long-tail Video Object SegmentationMulti-Object Tracking | CodeCode Available | 1 | 5 |
| Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation | May 20, 2025 | Few-Shot Object DetectionInstance Segmentation | CodeCode Available | 1 | 5 |
| AugmenTory: A Fast and Flexible Polygon Augmentation Library | May 7, 2024 | Data AugmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Geometrically-driven Aggregation for Zero-shot 3D Point Cloud Understanding | Dec 4, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| GeoSegNet: Point Cloud Semantic Segmentation via Geometric Encoder-Decoder Modeling | Jul 14, 2022 | DecoderObject | CodeCode Available | 1 | 5 |
| Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical Maps | Oct 19, 2023 | Earth ObservationSemantic Segmentation | CodeCode Available | 1 | 5 |
| GeoSAM: Fine-tuning SAM with Multi-Modal Prompts for Mobility Infrastructure Segmentation | Nov 19, 2023 | Image SegmentationLarge Language Model | CodeCode Available | 1 | 5 |
| Position-Guided Point Cloud Panoptic Segmentation Transformer | Mar 23, 2023 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 | 5 |
| Learning Saliency Propagation for Semi-Supervised Instance Segmentation | Jun 1, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| Geo-Tiles for Semantic Segmentation of Earth Observation Imagery | Jun 1, 2023 | Data AugmentationEarth Observation | CodeCode Available | 1 | 5 |
| GFF: Gated Fully Fusion for Semantic Segmentation | Apr 3, 2019 | Scene ParsingScene Understanding | CodeCode Available | 1 | 5 |
| Towards Geospatial Foundation Models via Continual Pretraining | Feb 9, 2023 | Change DetectionContinual Pretraining | CodeCode Available | 1 | 5 |
| GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation | Jul 20, 2022 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 | 5 |
| Learning the Pareto Front with Hypernetworks | Oct 8, 2020 | FairnessMultiobjective Optimization | CodeCode Available | 1 | 5 |
| A Unified Framework for U-Net Design and Analysis | May 31, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| PraNet-V2: Dual-Supervised Reverse Attention for Medical Image Segmentation | Apr 15, 2025 | Foreground SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Cross-Domain Ensemble Distillation for Domain Generalization | Nov 25, 2022 | Domain Generalizationimage-classification | CodeCode Available | 1 | 5 |
| Cross-Domain Few-Shot Semantic Segmentation | Mar 24, 2022 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Topological Interactions for Multi-Class Medical Image Segmentation | Jul 20, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation | May 24, 2024 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Object Depth from Camera Motion and Video Object Segmentation | Jul 11, 2020 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| Global Aggregation then Local Distribution for Scene Parsing | Jul 28, 2021 | Scene ParsingSegmentation | CodeCode Available | 1 | 5 |
| Decoupled Dynamic Filter Networks | Apr 29, 2021 | Image ClassificationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Open-vocabulary Semantic Segmentation Models From Natural Language Supervision | Jan 22, 2023 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation | Apr 2, 2021 | 3D geometryDecoder | CodeCode Available | 1 | 5 |
| Decoupled Local Aggregation for Point Cloud Learning | Aug 31, 2023 | 3D Point Cloud ClassificationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds | Jun 4, 2019 | 3D Instance SegmentationClustering | CodeCode Available | 1 | 5 |
| A Unified Query-based Paradigm for Point Cloud Understanding | Mar 2, 2022 | Autonomous Drivingobject-detection | CodeCode Available | 1 | 5 |
| Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs | Aug 17, 2021 | Data AugmentationPosition | CodeCode Available | 1 | 5 |
| Cross-head mutual Mean-Teaching for semi-supervised medical image segmentation | Oct 8, 2023 | Data AugmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised Segmentation | Aug 17, 2021 | DiversityImage Segmentation | CodeCode Available | 1 | 5 |
| PaCa-ViT: Learning Patch-to-Cluster Attention in Vision Transformers | Mar 22, 2022 | Clusteringimage-classification | CodeCode Available | 1 | 5 |
| Decoder Denoising Pretraining for Semantic Segmentation | May 23, 2022 | DecoderDenoising | CodeCode Available | 1 | 5 |
| Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation | Oct 12, 2022 | Class-Incremental Semantic SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation | Feb 8, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| 3D MRI Synthesis with Slice-Based Latent Diffusion Models: Improving Tumor Segmentation Tasks in Data-Scarce Regimes | Jun 8, 2024 | Data AugmentationImage Generation | CodeCode Available | 1 | 5 |
| DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention | Oct 11, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge Distillation | May 1, 2024 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| GNeSF: Generalizable Neural Semantic Fields | Oct 24, 2023 | 3D Semantic SegmentationScene Segmentation | CodeCode Available | 1 | 5 |
| CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation | Jan 8, 2022 | Brain SegmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| GOV-NeSF: Generalizable Open-Vocabulary Neural Semantic Fields | Apr 1, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| Cross-Modal Bidirectional Interaction Model for Referring Remote Sensing Image Segmentation | Oct 11, 2024 | BenchmarkingImage Segmentation | CodeCode Available | 1 | 5 |
| Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation | Apr 3, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| GPS-GLASS: Learning Nighttime Semantic Segmentation Using Daytime Video and GPS data | Jul 27, 2022 | Autonomous DrivingDense Pixel Correspondence Estimation | CodeCode Available | 1 | 5 |
| Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and Grounder | Jun 28, 2025 | Image SegmentationLarge Language Model | CodeCode Available | 1 | 5 |
| AICSD: Adaptive Inter-Class Similarity Distillation for Semantic Segmentation | Aug 8, 2023 | Knowledge DistillationSemantic Segmentation | CodeCode Available | 1 | 5 |
| GrabS: Generative Embodied Agent for 3D Object Segmentation without Scene Supervision | Apr 16, 2025 | ObjectSemantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Non-target Knowledge for Few-shot Semantic Segmentation | May 10, 2022 | Contrastive LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
