| ClassWise-SAM-Adapter: Parameter Efficient Fine-tuning Adapts Segment Anything to SAR Domain for Semantic Segmentation | Jan 4, 2024 | Decoderparameter-efficient fine-tuning | CodeCode Available | 2 | 5 |
| Open-Set Domain Adaptation for Semantic Segmentation | May 30, 2024 | Domain AdaptationSemantic Segmentation | CodeCode Available | 2 | 5 |
| 4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks | Apr 18, 2019 | 3D Semantic Segmentation4D Spatio Temporal Semantic Segmentation | CodeCode Available | 2 | 5 |
| DDP: Diffusion Model for Dense Visual Prediction | Mar 30, 2023 | DenoisingDepth Estimation | CodeCode Available | 2 | 5 |
| ORFD: A Dataset and Benchmark for Off-Road Freespace Detection | Jun 20, 2022 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 2 | 5 |
| Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation | Jan 9, 2024 | Image SegmentationSegmentation | CodeCode Available | 2 | 5 |
| Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation | May 1, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 | 5 |
| DAMamba: Vision State Space Model with Dynamic Adaptive Scan | Feb 18, 2025 | image-classificationImage Classification | CodeCode Available | 2 | 5 |
| CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction | Oct 2, 2023 | image-classificationImage Classification | CodeCode Available | 2 | 5 |
| Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation | Mar 29, 2022 | Instance SegmentationNeRF | CodeCode Available | 2 | 5 |
| DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models | Aug 11, 2023 | Dataset GenerationDecoder | CodeCode Available | 2 | 5 |
| Customized Segment Anything Model for Medical Image Segmentation | Apr 26, 2023 | DecoderImage Segmentation | CodeCode Available | 2 | 5 |
| Asymmetric Non-local Neural Networks for Semantic Segmentation | Aug 21, 2019 | GPUSegmentation | CodeCode Available | 2 | 5 |
| PEM: Prototype-based Efficient MaskFormer for Image Segmentation | Feb 29, 2024 | Image SegmentationPanoptic Segmentation | CodeCode Available | 2 | 5 |
| 2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification | Dec 1, 2024 | Computational Efficiencyimage-classification | CodeCode Available | 2 | 5 |
| Dataset Quantization | Aug 21, 2023 | Dataset Distillationobject-detection | CodeCode Available | 2 | 5 |
| Cross Language Image Matching for Weakly Supervised Semantic Segmentation | Mar 5, 2022 | ObjectSemantic Segmentation | CodeCode Available | 2 | 5 |
| PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation | Jan 15, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 | 5 |
| Cross-Image Relational Knowledge Distillation for Semantic Segmentation | Apr 14, 2022 | Knowledge DistillationSegmentation | CodeCode Available | 2 | 5 |
| Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT Images | Mar 21, 2025 | Image SegmentationMamba | CodeCode Available | 2 | 5 |
| A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence | May 24, 2023 | Dense Pixel Correspondence EstimationRepresentation Learning | CodeCode Available | 2 | 5 |
| PonderV2: Pave the Way for 3D Foundation Model with A Universal Pre-training Paradigm | Oct 12, 2023 | 3D Object Detection3D Reconstruction | CodeCode Available | 2 | 5 |
| AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation | Mar 29, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 | 5 |
| Atlas: End-to-End 3D Scene Reconstruction from Posed Images | Mar 23, 2020 | 3D Reconstruction3D Scene Reconstruction | CodeCode Available | 2 | 5 |
| CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation | Oct 30, 2024 | Domain AdaptationDomain Generalization | CodeCode Available | 2 | 5 |
| CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention | Mar 13, 2023 | image-classificationImage Classification | CodeCode Available | 2 | 5 |
| Crowd-SAM: SAM as a Smart Annotator for Object Detection in Crowded Scenes | Jul 16, 2024 | Human Instance SegmentationInstance Segmentation | CodeCode Available | 2 | 5 |
| DAT++: Spatially Dynamic Vision Transformer with Deformable Attention | Sep 4, 2023 | Image ClassificationInstance Segmentation | CodeCode Available | 2 | 5 |
| Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review | Apr 20, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 2 | 5 |
| CNOS: A Strong Baseline for CAD-based Novel Object Segmentation | Jul 20, 2023 | ObjectSemantic Segmentation | CodeCode Available | 2 | 5 |
| Receding Moving Object Segmentation in 3D LiDAR Data Using Sparse 4D Convolutions | Jun 8, 2022 | Autonomous VehiclesNavigate | CodeCode Available | 2 | 5 |
| Recent Advances in Medical Imaging Segmentation: A Survey | May 14, 2025 | Domain AdaptationFew-Shot Learning | CodeCode Available | 2 | 5 |
| Deep Snake for Real-Time Instance Segmentation | Jan 6, 2020 | GPUInstance Segmentation | CodeCode Available | 2 | 5 |
| CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers | Jul 5, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 | 5 |
| FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation | Mar 8, 2024 | Federated LearningImage Segmentation | CodeCode Available | 2 | 5 |
| LSK3DNet: Towards Effective and Efficient 3D Perception with Large Sparse Kernels | Mar 22, 2024 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 2 | 5 |
| ResT V2: Simpler, Faster and Stronger | Apr 15, 2022 | Semantic Segmentation | CodeCode Available | 2 | 5 |
| Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation | May 6, 2025 | Boundary DetectionDecoder | CodeCode Available | 2 | 5 |
| SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical Images | Oct 23, 2023 | 3D ArchitectureImage Segmentation | CodeCode Available | 2 | 5 |
| Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts | Mar 31, 2024 | Image SegmentationInteractive Segmentation | CodeCode Available | 2 | 5 |
| Rethinking Patch Dependence for Masked Autoencoders | Jan 25, 2024 | DecoderInstance Segmentation | CodeCode Available | 2 | 5 |
| Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement | Sep 20, 2021 | Image-level Supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Beyond Self-Supervision: A Simple Yet Effective Network Distillation Alternative to Improve Backbones | Mar 10, 2021 | Knowledge Distillationobject-detection | CodeCode Available | 1 | 5 |
| CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation | Mar 22, 2022 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 | 5 |
| Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation | Apr 21, 2022 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation | Jul 19, 2023 | Representation LearningScene Understanding | CodeCode Available | 1 | 5 |
| Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! | May 3, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier | Jul 4, 2024 | Pseudo LabelSegmentation | CodeCode Available | 1 | 5 |
| CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation | Mar 4, 2021 | Image SegmentationInductive Bias | CodeCode Available | 1 | 5 |
| Beyond One-to-One: Rethinking the Referring Image Segmentation | Aug 26, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
