| Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning | Mar 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation | Mar 5, 2024 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation | Mar 3, 2024 | Earth ObservationImage Segmentation | CodeCode Available | 1 |
| End-to-End Human Instance Matting | Mar 3, 2024 | Image MattingInstance Segmentation | CodeCode Available | 1 |
| Benchmarking Segmentation Models with Mask-Preserved Attribute Editing | Mar 2, 2024 | AttributeBenchmarking | CodeCode Available | 1 |
| VideoMAC: Video Masked Autoencoders Meet ConvNets | Feb 29, 2024 | Pose TrackingRepresentation Learning | CodeCode Available | 1 |
| Scribble Hides Class: Promoting Scribble-Based Weakly-Supervised Semantic Segmentation with Its Class Label | Feb 27, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation | Feb 27, 2024 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation | Feb 27, 2024 | DecoderFederated Learning | CodeCode Available | 1 |
| Placing Objects in Context via Inpainting for Out-of-distribution Segmentation | Feb 26, 2024 | Anomaly SegmentationSegmentation | CodeCode Available | 1 |
| BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAM | Feb 26, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 |
| LLMBind: A Unified Modality-Task Integration Framework | Feb 22, 2024 | AI AgentAudio Generation | CodeCode Available | 1 |
| BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing Imagery | Feb 21, 2024 | Body DetectionCloud Detection | CodeCode Available | 1 |
| DeiSAM: Segment Anything with Deictic Prompting | Feb 21, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Object-level Geometric Structure Preserving for Natural Image Stitching | Feb 20, 2024 | Image StitchingObject | CodeCode Available | 1 |
| LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks | Feb 19, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers | Feb 19, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation Models | Feb 17, 2024 | Earth ObservationImage Captioning | CodeCode Available | 1 |
| Semi-supervised Medical Image Segmentation Method Based on Cross-pseudo Labeling Leveraging Strong and Weak Data Augmentation Strategies | Feb 17, 2024 | Data AugmentationDiversity | CodeCode Available | 1 |
| ReViT: Enhancing Vision Transformers Feature Diversity with Attention Residual Connections | Feb 17, 2024 | Diversityimage-classification | CodeCode Available | 1 |
| LSRFormer: Efficient Transformer Supply Convolutional Neural Networks with Global Information for Aerial Image Segmentation | Feb 16, 2024 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations | Feb 15, 2024 | Contrastive LearningImage Clustering | CodeCode Available | 1 |
| MM-Point: Multi-View Information-Enhanced Multi-Modal Self-Supervised 3D Point Cloud Understanding | Feb 15, 2024 | 3D Part Segmentation3D Semantic Segmentation | CodeCode Available | 1 |
| Lester: rotoscope animation through video object segmentation and tracking | Feb 15, 2024 | 3D Human Pose EstimationObject | CodeCode Available | 1 |
| TDViT: Temporal Dilated Video Transformer for Dense Video Tasks | Feb 14, 2024 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation | Feb 14, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Complete Instances Mining for Weakly Supervised Instance Segmentation | Feb 12, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation | Feb 7, 2024 | Contrastive LearningDenoising | CodeCode Available | 1 |
| SISP: A Benchmark Dataset for Fine-grained Ship Instance Segmentation in Panchromatic Satellite Images | Feb 6, 2024 | DiversityInstance Segmentation | CodeCode Available | 1 |
| RRWNet: Recursive Refinement Network for effective retinal artery/vein segmentation and classification | Feb 5, 2024 | Artery/Veins Retinal Vessel SegmentationClassification | CodeCode Available | 1 |
| Region-Based Representations Revisited | Feb 4, 2024 | Image RetrievalRetrieval | CodeCode Available | 1 |
| Spatio-temporal Prompting Network for Robust Video Feature Extraction | Feb 4, 2024 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| We're Not Using Videos Effectively: An Updated Domain Adaptive Video Segmentation Baseline | Feb 1, 2024 | BenchmarkingDomain Adaptation | CodeCode Available | 1 |
| SU-SAM: A Simple Unified Framework for Adapting Segment Anything Model in Underperformed Scenes | Jan 31, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| UP-CrackNet: Unsupervised Pixel-Wise Road Crack Detection via Adversarial Image Restoration | Jan 28, 2024 | Anomaly DetectionCrack Segmentation | CodeCode Available | 1 |
| ParaTransCNN: Parallelized TransCNN Encoder for Medical Image Segmentation | Jan 27, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models | Jan 25, 2024 | Image GenerationImage Segmentation | CodeCode Available | 1 |
| Inconsistency Masks: Removing the Uncertainty from Input-Pseudo-Label Pairs | Jan 25, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image Segmentation | Jan 25, 2024 | AnatomyImage Segmentation | CodeCode Available | 1 |
| CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-Attention | Jan 23, 2024 | Computational EfficiencyComputed Tomography (CT) | CodeCode Available | 1 |
| MUSES: The Multi-Sensor Semantic Perception Dataset for Driving under Uncertainty | Jan 23, 2024 | Autonomous VehiclesObject Detection | CodeCode Available | 1 |
| Exploring Simple Open-Vocabulary Semantic Segmentation | Jan 22, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation | Jan 22, 2024 | Pseudo LabelSegmentation | CodeCode Available | 1 |
| Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation | Jan 22, 2024 | ObjectPrompt Learning | CodeCode Available | 1 |
| UniM-OV3D: Uni-Modality Open-Vocabulary 3D Scene Understanding with Fine-Grained Feature Representation | Jan 21, 2024 | Instance SegmentationScene Understanding | CodeCode Available | 1 |
| Spatial Structure Constraints for Weakly Supervised Semantic Segmentation | Jan 20, 2024 | ObjectObject Localization | CodeCode Available | 1 |
| A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models | Jan 20, 2024 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Instance Brownian Bridge as Texts for Open-vocabulary Video Instance Segmentation | Jan 18, 2024 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Question-Answer Cross Language Image Matching for Weakly Supervised Semantic Segmentation | Jan 18, 2024 | Contrastive LearningPrompt Engineering | CodeCode Available | 1 |
| Trapped in texture bias? A large scale comparison of deep instance segmentation | Jan 17, 2024 | Data AugmentationInstance Segmentation | CodeCode Available | 1 |
