| DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution | Sep 30, 2023 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 | 5 |
| DeiSAM: Segment Anything with Deictic Prompting | Feb 21, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds | Nov 16, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 | 5 |
| Implicit-Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D Scenes | Jun 25, 2024 | GPUimage-classification | CodeCode Available | 1 | 5 |
| Co-segmentation Inspired Attention Module for Video-based Computer Vision Tasks | Nov 14, 2021 | Action ClassificationObject | CodeCode Available | 1 | 5 |
| Annotator Consensus Prediction for Medical Image Segmentation with Diffusion Models | Jun 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation | Jul 20, 2022 | 3D Unsupervised Domain AdaptationAutonomous Driving | CodeCode Available | 1 | 5 |
| A Closer Look at the Explainability of Contrastive Language-Image Pre-training | Apr 12, 2023 | Interactive SegmentationLanguage Modelling | CodeCode Available | 1 | 5 |
| Delving Deeper into Anti-aliasing in ConvNets | Aug 21, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CLIP-VIS: Adapting CLIP for Open-Vocabulary Video Instance Segmentation | Mar 19, 2024 | DecoderInstance Segmentation | CodeCode Available | 1 | 5 |
| CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation | Jun 7, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation | Jul 27, 2022 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Co-Scale Conv-Attentional Image Transformers | Apr 13, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| On the Connection between Local Attention and Dynamic Depth-wise Convolution | Jun 8, 2021 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| HSPFormer: Hierarchical Spatial Perception Transformer for Semantic Segmentation | Jan 16, 2025 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| DenoiseRep: Denoising Model for Representation Learning | Jun 13, 2024 | DenoisingFine-Grained Image Classification | CodeCode Available | 1 | 5 |
| CORE: Cooperative Reconstruction for Multi-Agent Perception | Jul 21, 2023 | 3D Object Detectionobject-detection | CodeCode Available | 1 | 5 |
| COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training | Dec 2, 2024 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers | Jan 14, 2025 | Future predictionPrediction | CodeCode Available | 1 | 5 |
| Extract Free Dense Labels from CLIP | Dec 2, 2021 | Novel ConceptsOpen Vocabulary Panoptic Segmentation | CodeCode Available | 1 | 5 |
| Dense Contrastive Learning for Self-Supervised Visual Pre-Training | Nov 18, 2020 | Contrastive Learningimage-classification | CodeCode Available | 1 | 5 |
| Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation | Jul 18, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic Segmentation | Aug 25, 2023 | Domain GeneralizationSegmentation | CodeCode Available | 1 | 5 |
| DenseHybrid: Hybrid Anomaly Detection for Dense Open-set Recognition | Jul 6, 2022 | Anomaly DetectionOpen Set Learning | CodeCode Available | 1 | 5 |
| A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information | Jun 6, 2022 | Action RecognitionSemantic Segmentation | CodeCode Available | 1 | 5 |
