| An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation Problems | May 2, 2023 | Pseudo LabelSemantic Segmentation | CodeCode Available | 1 |
| Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation | Nov 25, 2021 | Active LearningPrediction | CodeCode Available | 1 |
| Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic Segmentation | Apr 6, 2023 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| Towards General and Efficient Active Learning | Dec 15, 2021 | Active LearningDepth Estimation | CodeCode Available | 1 |
| Exploiting Diffusion Prior for Generalizable Dense Prediction | Nov 30, 2023 | Intrinsic Image DecompositionPrediction | CodeCode Available | 1 |
| Explicitly incorporating spatial information to recurrent networks for agriculture | Jun 27, 2022 | image-classificationSegmentation | CodeCode Available | 1 |
| Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection | Sep 28, 2022 | Action DetectionDomain Adaptation | CodeCode Available | 1 |
| Towards Lightweight Lane Detection by Optimizing Spatial Embedding | Aug 19, 2020 | ClusteringInstance Segmentation | CodeCode Available | 1 |
| Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation | Apr 16, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| DETRs with Hybrid Matching | Jul 26, 2022 | Object DetectionPose Estimation | CodeCode Available | 1 |
| Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation | Jul 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion Segmentation | Nov 28, 2023 | DecoderDiversity | CodeCode Available | 1 |
| Real-time Semantic Segmentation via Spatial-detail Guided Context Propagation | May 22, 2020 | GPUReal-Time Semantic Segmentation | CodeCode Available | 1 |
| Towards Open-World Text-Guided Face Image Generation and Manipulation | Apr 18, 2021 | Image GenerationLanguage Modelling | CodeCode Available | 1 |
| An End-to-End Computer Vision Methodology for Quantitative Metallography | Apr 22, 2021 | Anomaly DetectionImage Inpainting | CodeCode Available | 1 |
| Towards Photo-Realistic Virtual Try-On by Adaptively GeneratingPreserving Image Content | Mar 12, 2020 | Layout GenerationSemantic Segmentation | CodeCode Available | 1 |
| Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation | Jun 8, 2023 | DisentanglementDomain Adaptation | CodeCode Available | 1 |
| BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation | Oct 27, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| DeVIS: Making Deformable Transformers Work for Video Instance Segmentation | Jul 22, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Object Segmentation Without Labels with Large-Scale Generative Models | Jun 8, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| 3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation | Mar 16, 2022 | HippocampusImage Segmentation | CodeCode Available | 1 |
| End-to-End Human Instance Matting | Mar 3, 2024 | Image MattingInstance Segmentation | CodeCode Available | 1 |
| Bilateral Network with Residual U-blocks and Dual-Guided Attention for Real-time Semantic Segmentation | Oct 31, 2023 | Real-Time Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Towards Sustainable Self-supervised Learning | Oct 20, 2022 | Object DetectionRelation | CodeCode Available | 1 |
| Bounding Box Tightness Prior for Weakly Supervised Image Segmentation | Oct 3, 2021 | Image SegmentationMultiple Instance Learning | CodeCode Available | 1 |
