| Improving Visual Prompt Tuning for Self-supervised Vision Transformers | Jun 8, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| TEC-Net: Vision Transformer Embrace Convolutional Neural Networks for Medical Image Segmentation | Jun 7, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation | Jun 7, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion | Jun 7, 2023 | ClusteringInstance Segmentation | CodeCode Available | 1 |
| PhenoBench -- A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain | Jun 7, 2023 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| DVIS: Decoupled Video Instance Segmentation Framework | Jun 6, 2023 | Autonomous DrivingGPU | CodeCode Available | 1 |
| Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation | Jun 6, 2023 | DenoisingImage Generation | CodeCode Available | 1 |
| Towards Label-free Scene Understanding by Vision Foundation Models | Jun 6, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Instructive Feature Enhancement for Dichotomous Medical Image Segmentation | Jun 6, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation | Jun 6, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| DFormer: Diffusion-guided Transformer for Universal Image Segmentation | Jun 6, 2023 | DecoderDenoising | CodeCode Available | 1 |
| Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-Labeling | Jun 6, 2023 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 |
| SGAT4PASS: Spherical Geometry-Aware Transformer for PAnoramic Semantic Segmentation | Jun 6, 2023 | Semantic Segmentation | CodeCode Available | 1 |
| Asymmetric Patch Sampling for Contrastive Learning | Jun 5, 2023 | Contrastive LearningInstance Segmentation | CodeCode Available | 1 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 |
| 3rd Place Solution for PVUW2023 VSS Track: A Large Model for Semantic Segmentation on VSPW | Jun 4, 2023 | PositionSegmentation | CodeCode Available | 1 |
| Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image Segmentation | Jun 4, 2023 | Image SegmentationIncremental Learning | CodeCode Available | 1 |
| Balancing Logit Variation for Long-tailed Semantic Segmentation | Jun 3, 2023 | Semantic Segmentation | CodeCode Available | 1 |
| Content-aware Token Sharing for Efficient Semantic Segmentation with Vision Transformers | Jun 3, 2023 | Computational Efficiencyimage-classification | CodeCode Available | 1 |
| Robust and Generalisable Segmentation of Subtle Epilepsy-causing Lesions: a Graph Convolutional Approach | Jun 2, 2023 | Lesion DetectionSemantic Segmentation | CodeCode Available | 1 |
| Towards In-context Scene Understanding | Jun 2, 2023 | Depth EstimationIn-Context Learning | CodeCode Available | 1 |
| Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast Learning | Jun 2, 2023 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Pre-Training Auto-Generated Volumetric Shapes for 3D Medical Image Segmentation | Jun 1, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| S^2ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp Segmentation | Jun 1, 2023 | Ensemble LearningImage Segmentation | CodeCode Available | 1 |
| Robust T-Loss for Medical Image Segmentation | Jun 1, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| A Robust Feature Downsampling Module for Remote Sensing Visual Tasks | Jun 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation | Jun 1, 2023 | DecoderDomain Generalization | CodeCode Available | 1 |
| Geo-Tiles for Semantic Segmentation of Earth Observation Imagery | Jun 1, 2023 | Data AugmentationEarth Observation | CodeCode Available | 1 |
| Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image Segmentation | May 31, 2023 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| Fast-SNN: Fast Spiking Neural Network by Converting Quantized ANN | May 31, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| A Unified Framework for U-Net Design and Analysis | May 31, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions | May 30, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| CamoDiffusion: Camouflaged Object Detection via Conditional Diffusion Models | May 29, 2023 | DenoisingObject | CodeCode Available | 1 |
| CCDWT-GAN: Generative Adversarial Networks Based on Color Channel Using Discrete Wavelet Transform for Document Image Binarization | May 27, 2023 | BinarizationImage Enhancement | CodeCode Available | 1 |
| Condition-Invariant Semantic Segmentation | May 27, 2023 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| OpenVIS: Open-vocabulary Video Instance Segmentation | May 26, 2023 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation | May 26, 2023 | cross-modal alignmentObject | CodeCode Available | 1 |
| Detect Any Shadow: Segment Anything for Video Shadow Detection | May 26, 2023 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Semantic segmentation of sparse irregular point clouds for leaf/wood discrimination | May 26, 2023 | Semantic Segmentation | CodeCode Available | 1 |
| GrowSP: Unsupervised Semantic Segmentation of 3D Point Clouds | May 25, 2023 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Energy-based Detection of Adverse Weather Effects in LiDAR Data | May 25, 2023 | Autonomous VehiclesOutlier Detection | CodeCode Available | 1 |
| Referred by Multi-Modality: A Unified Temporal Transformer for Video Object Segmentation | May 25, 2023 | ObjectReferring Expression Segmentation | CodeCode Available | 1 |
| NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation | May 25, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Self-aware and Cross-sample Prototypical Learning for Semi-supervised Medical Image Segmentation | May 25, 2023 | DiversityImage Segmentation | CodeCode Available | 1 |
| Knowledge Diffusion for Distillation | May 25, 2023 | Denoisingimage-classification | CodeCode Available | 1 |
| GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing Data | May 24, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image Level | May 23, 2023 | GPUImage Segmentation | CodeCode Available | 1 |
| VDD: Varied Drone Dataset for Semantic Segmentation | May 23, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 |
| FLAIR #2: textural and temporal information for semantic segmentation from multi-source optical imagery | May 23, 2023 | Earth ObservationSemantic Segmentation | CodeCode Available | 1 |
| MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation | May 23, 2023 | Few-Shot Semantic SegmentationGeneral Knowledge | CodeCode Available | 1 |
