| 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 | 5 |
| Content-Consistent Matching for Domain Adaptive Semantic Segmentation | Aug 1, 2020 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 | 5 |
| Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning | Oct 3, 2022 | ClusteringDepth Estimation | CodeCode Available | 1 | 5 |
| Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation | Mar 29, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| ISINet: An Instance-Based Approach for Surgical Instrument Segmentation | Jul 10, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Affinity Fusion Graph-based Framework for Natural Image Segmentation | Jun 24, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 | 5 |
| Context-aware Feature Generation for Zero-shot Semantic Segmentation | Aug 16, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Explicit Attention-Enhanced Fusion for RGB-Thermal Perception Tasks | Mar 28, 2023 | Crowd Countingobject-detection | CodeCode Available | 1 | 5 |
| Context-Aware Interaction Network for RGB-T Semantic Segmentation | Jan 3, 2024 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 | 5 |
| Context-Aware Mixup for Domain Adaptive Semantic Segmentation | Aug 8, 2021 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 | 5 |
| Exploiting Diffusion Prior for Generalizable Dense Prediction | Nov 30, 2023 | Intrinsic Image DecompositionPrediction | CodeCode Available | 1 | 5 |
| Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation | Aug 15, 2023 | DenoisingDomain Adaptation | CodeCode Available | 1 | 5 |
| ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation | Aug 27, 2021 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Affinity Space Adaptation for Semantic Segmentation Across Domains | Sep 26, 2020 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
| Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments | Apr 27, 2024 | Autonomous VehiclesBenchmarking | CodeCode Available | 1 | 5 |
| Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection | Sep 28, 2022 | Action DetectionDomain Adaptation | CodeCode Available | 1 | 5 |
| ISTR: End-to-End Instance Segmentation with Transformers | May 3, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| Context-Based Visual-Language Place Recognition | Oct 25, 2024 | Semantic SegmentationVisual Place Recognition | CodeCode Available | 1 | 5 |
| ISDNet: Integrating Shallow and Deep Networks for Efficient Ultra-High Resolution Segmentation | Jan 1, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation | Mar 2, 2021 | Data AugmentationObject | CodeCode Available | 1 | 5 |
| AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic Segmentation | Sep 25, 2023 | Computational EfficiencyFeature Correlation | CodeCode Available | 1 | 5 |
| CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers | Mar 12, 2024 | Clusteringgraph partitioning | CodeCode Available | 1 | 5 |
| iSeg: An Iterative Refinement-based Framework for Training-free Segmentation | Sep 5, 2024 | Image GenerationSegmentation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution | Mar 1, 2023 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
