| Learning Topological Interactions for Multi-Class Medical Image Segmentation | Jul 20, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings | Mar 26, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| 3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds | Apr 3, 2023 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 | 5 |
| Deep Multimodal Fusion by Channel Exchanging | Nov 10, 2020 | Image-to-Image TranslationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Learning to Segment from Noisy Annotations: A Spatial Correction Approach | Jul 21, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer | Mar 30, 2023 | 2D Semantic Segmentation3D Object Detection | CodeCode Available | 1 | 5 |
| Learning Universal Shape Dictionary for Realtime Instance Segmentation | Dec 2, 2020 | Explainable ModelsGPU | CodeCode Available | 1 | 5 |
| Dense Unsupervised Learning for Video Segmentation | Nov 11, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Learning to Upsample by Learning to Sample | Aug 29, 2023 | Depth EstimationFeature Upsampling | CodeCode Available | 1 | 5 |
| Spatial-Frequency Dual Progressive Attention Network For Medical Image Segmentation | Jun 12, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| MetaFormer and CNN Hybrid Model for Polyp Image Segmentation | Sep 16, 2024 | BenchmarkingImage Segmentation | CodeCode Available | 1 | 5 |
| Learning Versatile Neural Architectures by Propagating Network Codes | Mar 24, 2021 | Image SegmentationNeural Architecture Search | CodeCode Available | 1 | 5 |
| Learning Video Object Segmentation from Unlabeled Videos | Mar 10, 2020 | ObjectRepresentation Learning | CodeCode Available | 1 | 5 |
| Spatially Covariant Image Registration with Text Prompts | Nov 27, 2023 | Computational EfficiencyImage Registration | CodeCode Available | 1 | 5 |
| Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding | Nov 9, 2015 | Decision MakingDecoder | CodeCode Available | 1 | 5 |
| LESS: Label-Efficient and Single-Stage Referring 3D Segmentation | Oct 17, 2024 | cross-modal alignmentInstance Segmentation | CodeCode Available | 1 | 5 |
| Amodal Intra-class Instance Segmentation: Synthetic Datasets and Benchmark | Mar 12, 2023 | Amodal Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue Graphs | Mar 4, 2021 | Node ClassificationSegmentation | CodeCode Available | 1 | 5 |
| Bridge the Points: Graph-based Few-shot Segment Anything Semantically | Oct 9, 2024 | Few-Shot Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers | Mar 23, 2021 | Amodal Instance SegmentationBoundary Detection | CodeCode Available | 1 | 5 |
| Learning with Noisy Class Labels for Instance Segmentation | Aug 1, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Adaptive Superpixel for Active Learning in Semantic Segmentation | Mar 29, 2023 | Active LearningSegmentation | CodeCode Available | 1 | 5 |
| Deep Projective 3D Semantic Segmentation | May 9, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| spectrai: A deep learning framework for spectral data | Aug 17, 2021 | Deep LearningDenoising | CodeCode Available | 1 | 5 |
| Dense Siamese Network for Dense Unsupervised Learning | Mar 21, 2022 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
