| Qubit-efficient Variational Quantum Algorithms for Image Segmentation | May 23, 2024 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Segformer++: Efficient Token-Merging Strategies for High-Resolution Semantic Segmentation | May 23, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| PerSense: Personalized Instance Segmentation in Dense Images | May 22, 2024 | Instance SegmentationLanguage Modelling | CodeCode Available | 1 |
| ABANet: Attention boundary-aware network for image segmentation | May 17, 2024 | Face RecognitionFacial Expression Recognition | CodeCode Available | 1 |
| M^4oE: A Foundation Model for Medical Multimodal Image Segmentation with Mixture of Experts | May 15, 2024 | Image SegmentationMixture-of-Experts | CodeCode Available | 1 |
| Perivascular space Identification Nnunet for Generalised Usage (PINGU) | May 14, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Zero Shot Context-Based Object Segmentation using SLIP (SAM+CLIP) | May 12, 2024 | ObjectSegmentation | CodeCode Available | 1 |
| Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception | May 12, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| Explainable Convolutional Neural Networks for Retinal Fundus Classification and Cutting-Edge Segmentation Models for Retinal Blood Vessels from Fundus Images | May 12, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation | May 10, 2024 | Semantic Segmentation | CodeCode Available | 1 |
| VLSM-Adapter: Finetuning Vision-Language Segmentation Efficiently with Lightweight Blocks | May 10, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Enhancing surgical instrument segmentation: integrating vision transformer insights with adapter | May 8, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| AugmenTory: A Fast and Flexible Polygon Augmentation Library | May 7, 2024 | Data AugmentationInstance Segmentation | CodeCode Available | 1 |
| RaffeSDG: Random Frequency Filtering enabled Single-source Domain Generalization for Medical Image Segmentation | May 2, 2024 | Data AugmentationDomain Generalization | CodeCode Available | 1 |
| CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge Distillation | May 1, 2024 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 |
| ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging | Apr 30, 2024 | BenchmarkingImage Reconstruction | CodeCode Available | 1 |
| A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice Attention | Apr 30, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| MFP: Making Full Use of Probability Maps for Interactive Image Segmentation | Apr 29, 2024 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 |
| Swin2-MoSE: A New Single Image Super-Resolution Model for Remote Sensing | Apr 29, 2024 | Image Super-ResolutionMixture-of-Experts | CodeCode Available | 1 |
| Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments | Apr 27, 2024 | Autonomous VehiclesBenchmarking | CodeCode Available | 1 |
| CLFT: Camera-LiDAR Fusion Transformer for Semantic Segmentation in Autonomous Driving | Apr 27, 2024 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals | Apr 25, 2024 | Representation LearningSegmentation | CodeCode Available | 1 |
| Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segmentation | Apr 25, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| MAS-SAM: Segment Any Marine Animal with Aggregated Features | Apr 24, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| Ultrasound SAM Adapter: Adapting SAM for Breast Lesion Segmentation in Ultrasound Images | Apr 23, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks | Apr 22, 2024 | BEV SegmentationPrediction | CodeCode Available | 1 |
| Surgical-DeSAM: Decoupling SAM for Instrument Segmentation in Robotic Surgery | Apr 22, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| FipTR: A Simple yet Effective Transformer Framework for Future Instance Prediction in Autonomous Driving | Apr 19, 2024 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 |
| How to Benchmark Vision Foundation Models for Semantic Segmentation? | Apr 18, 2024 | BenchmarkingDecoder | CodeCode Available | 1 |
| The devil is in the object boundary: towards annotation-free instance segmentation using Foundation Models | Apr 18, 2024 | Instance SegmentationObject | CodeCode Available | 1 |
| Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach | Apr 17, 2024 | DecoderGeneralized Few-Shot Semantic Segmentation | CodeCode Available | 1 |
| A Semantic Segmentation-guided Approach for Ground-to-Aerial Image Matching | Apr 17, 2024 | Earth Observationgeo-localization | CodeCode Available | 1 |
| Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images | Apr 17, 2024 | Domain AdaptationEarth Observation | CodeCode Available | 1 |
| A Concise Tiling Strategy for Preserving Spatial Context in Earth Observation Imagery | Apr 16, 2024 | Earth ObservationSemantic Segmentation | CodeCode Available | 1 |
| Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation | Apr 16, 2024 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Learnable Prompt for Few-Shot Semantic Segmentation in Remote Sensing Domain | Apr 16, 2024 | Few-Shot Semantic SegmentationImage Inpainting | CodeCode Available | 1 |
| ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic Segmentation | Apr 16, 2024 | 3D Semantic SegmentationManagement | CodeCode Available | 1 |
| nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation | Apr 15, 2024 | BenchmarkingImage Segmentation | CodeCode Available | 1 |
| Let-It-Flow: Simultaneous Optimization of 3D Flow and Object Clustering | Apr 12, 2024 | ClusteringInstance Segmentation | CodeCode Available | 1 |
| SEVD: Synthetic Event-based Vision Dataset for Ego and Fixed Traffic Perception | Apr 12, 2024 | Autonomous DrivingEvent-based vision | CodeCode Available | 1 |
| OpenTrench3D: A Photogrammetric 3D Point Cloud Dataset for Semantic Segmentation of Underground Utilities | Apr 11, 2024 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation | Apr 11, 2024 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 |
| Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance | Apr 8, 2024 | DenoisingSemantic Segmentation | CodeCode Available | 1 |
| FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation | Apr 7, 2024 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation | Apr 5, 2024 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincaré Ball | Apr 4, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 |
| LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation | Apr 4, 2024 | Data AugmentationDecoder | CodeCode Available | 1 |
| PARIS3D: Reasoning-based 3D Part Segmentation Using Large Multimodal Model | Apr 4, 2024 | 3D Part SegmentationBenchmarking | CodeCode Available | 1 |
| SG-BEV: Satellite-Guided BEV Fusion for Cross-View Semantic Segmentation | Apr 3, 2024 | AttributeSemantic Segmentation | CodeCode Available | 1 |
| Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation | Apr 3, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
