| Head-Free Lightweight Semantic Segmentation with Linear Transformer | Jan 11, 2023 | DecoderSegmentation | CodeCode Available | 1 | 5 |
| HEAL-SWIN: A Vision Transformer On The Sphere | Jul 14, 2023 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 | 5 |
| CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free | Sep 25, 2023 | Image SegmentationObject Localization | CodeCode Available | 1 | 5 |
| ACCT is a fast and accessible automatic cell counting tool using machine learning for 2D image segmentation | May 22, 2023 | Automatic Cell CountingImage Segmentation | CodeCode Available | 1 | 5 |
| Automating MedSAM by Learning Prompts with Weak Few-Shot Supervision | Sep 30, 2024 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Deeply supervised salient object detection with short connections | Nov 15, 2016 | Boundary DetectionObject | CodeCode Available | 1 | 5 |
| CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation | Nov 21, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation | Sep 26, 2021 | Data AugmentationDepth Estimation | CodeCode Available | 1 | 5 |
| DeepMIM: Deep Supervision for Masked Image Modeling | Mar 15, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation | May 22, 2023 | Domain GeneralizationSegmentation | CodeCode Available | 1 | 5 |
| CLIP2Scene: Towards Label-efficient 3D Scene Understanding by CLIP | Jan 12, 2023 | 3D Semantic SegmentationContrastive Learning | CodeCode Available | 1 | 5 |
| Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation | Sep 16, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 | 5 |
| Active Label Correction for Semantic Segmentation with Foundation Models | Mar 16, 2024 | Semantic SegmentationSuperpixels | CodeCode Available | 1 | 5 |
| Deep Semantic Statistics Matching (D2SM) Denoising Network | Jul 19, 2022 | DenoisingImage Restoration | 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 |
| Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation | Jul 18, 2022 | ObjectOptical Flow Estimation | CodeCode Available | 1 | 5 |
| Deep Projective 3D Semantic Segmentation | May 9, 2017 | 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 |
| Clustering Plotted Data by Image Segmentation | Oct 6, 2021 | ClusteringImage Segmentation | CodeCode Available | 1 | 5 |
| Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning | Oct 3, 2022 | ClusteringDepth Estimation | CodeCode Available | 1 | 5 |
| 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 |
| DeepSatData: Building large scale datasets of satellite images for training machine learning models | Apr 28, 2021 | BIG-bench Machine LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Autoregressive Unsupervised Image Segmentation | Jul 16, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 | 5 |
| All you need are a few pixels: semantic segmentation with PixelPick | Apr 13, 2021 | Active LearningAll | CodeCode Available | 1 | 5 |
| Auto Seg-Loss: Searching Metric Surrogates for Semantic Segmentation | Oct 15, 2020 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| AutoSweep: Recovering 3D Editable Objectsfrom a Single Photograph | May 27, 2020 | 3D ReconstructionInstance Segmentation | CodeCode Available | 1 | 5 |
| Exploiting Temporal State Space Sharing for Video Semantic Segmentation | Mar 26, 2025 | MambaSemantic Segmentation | CodeCode Available | 1 | 5 |
| Evidential fully convolutional network for semantic segmentation | Mar 25, 2021 | DecoderScene Parsing | CodeCode Available | 1 | 5 |
| Adversarial Examples for Semantic Segmentation and Object Detection | Mar 24, 2017 | Adversarial Attackimage-classification | CodeCode Available | 1 | 5 |
| EViT: An Eagle Vision Transformer with Bi-Fovea Self-Attention | Oct 10, 2023 | Computational Efficiencyimage-classification | CodeCode Available | 1 | 5 |
| Active learning for medical image segmentation with stochastic batches | Jan 18, 2023 | Active LearningDiversity | CodeCode Available | 1 | 5 |
| Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated Uncertainty | Jan 1, 2023 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 | 5 |
| Deep Multi-Threshold Spiking-UNet for Image Processing | Jul 20, 2023 | DenoisingImage Segmentation | CodeCode Available | 1 | 5 |
| Multi-Modal and Multi-Resolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark | Jan 9, 2023 | Cloud RemovalImage Reconstruction | CodeCode Available | 1 | 5 |
| Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic Segmentation | Mar 5, 2022 | Data AugmentationPseudo Label | CodeCode Available | 1 | 5 |
| Deep Variational Instance Segmentation | Jul 22, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation | Nov 26, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 | 5 |
| Deep Structured Instance Graph for Distilling Object Detectors | Sep 27, 2021 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Evidence fusion with contextual discounting for multi-modality medical image segmentation | Jun 23, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| A water-obstacle separation and refinement network for unmanned surface vehicles | Jan 7, 2020 | Autonomous NavigationDecoder | CodeCode Available | 1 | 5 |
| A Weakly Supervised Amodal Segmenter with Boundary Uncertainty Estimation | Aug 23, 2021 | Amodal Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Histogram Matching Augmentation for Domain Adaptation with Application to Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Image Segmentation | Dec 27, 2020 | Data AugmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge Devices | Oct 19, 2024 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Deformable Mamba for Wide Field of View Segmentation | Nov 25, 2024 | DecoderMamba | CodeCode Available | 1 | 5 |
| From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image Segmentation | Mar 3, 2025 | BenchmarkingComputational Efficiency | CodeCode Available | 1 | 5 |
| DeepVoxNet2: Yet another CNN framework | Nov 17, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Deformable ConvNets v2: More Deformable, Better Results | Nov 27, 2018 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation | Nov 1, 2023 | 3D ReconstructionData Augmentation | CodeCode Available | 1 | 5 |
| Deformable Convolutional Networks | Mar 17, 2017 | Object DetectionSemantic Segmentation | CodeCode Available | 1 | 5 |
| A Robust Feature Downsampling Module for Remote Sensing Visual Tasks | Jun 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
