| Dataset Diffusion: Diffusion-based Synthetic Dataset Generation for Pixel-Level Semantic Segmentation | Sep 25, 2023 | Dataset GenerationSegmentation | CodeCode Available | 1 | 5 |
| Data-Free Quantization Through Weight Equalization and Bias Correction | Jun 11, 2019 | Data Free Quantizationobject-detection | CodeCode Available | 1 | 5 |
| Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation | Aug 22, 2023 | Active LearningPoint Cloud Segmentation | CodeCode Available | 1 | 5 |
| CAMS: Convolution and Attention-Free Mamba-based Cardiac Image Segmentation | Jun 9, 2024 | Cardiac SegmentationDecoder | CodeCode Available | 1 | 5 |
| Hierarchical Representations and Explicit Memory: Learning Effective Navigation Policies on 3D Scene Graphs using Graph Neural Networks | Aug 2, 2021 | 2D Semantic SegmentationGraph Neural Network | CodeCode Available | 1 | 5 |
| DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort | Apr 13, 2021 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy | Jan 30, 2023 | AnatomyImage Segmentation | CodeCode Available | 1 | 5 |
| CAR: Class-aware Regularizations for Semantic Segmentation | Mar 14, 2022 | Representation LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Hierarchical Semantic Contrast for Weakly Supervised Semantic Segmentation | Aug 1, 2023 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 | 5 |
| DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation | Dec 30, 2020 | Colorectal Polyps CharacterizationDecision Making | CodeCode Available | 1 | 5 |
| DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency | Apr 16, 2025 | Few-Shot LearningInteractive Segmentation | CodeCode Available | 1 | 5 |
| CHEX: CHannel EXploration for CNN Model Compression | Mar 29, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation | Feb 21, 2021 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| DCSEG: Decoupled 3D Open-Set Segmentation using Gaussian Splatting | Dec 14, 2024 | 3D ReconstructionSegmentation | CodeCode Available | 1 | 5 |
| High-Resolution Cloud Detection Network | Jul 10, 2024 | Cloud DetectionSemantic Segmentation | CodeCode Available | 1 | 5 |
| Hierarchical Memory Matching Network for Video Object Segmentation | Sep 23, 2021 | ObjectRetrieval | CodeCode Available | 1 | 5 |
| CholecInstanceSeg: A Tool Instance Segmentation Dataset for Laparoscopic Surgery | Jun 23, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual Tasks | Sep 23, 2024 | ARCComputational Efficiency | CodeCode Available | 1 | 5 |
| Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges | Jul 30, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Influencer Backdoor Attack on Semantic Segmentation | Mar 21, 2023 | Backdoor AttackPosition | CodeCode Available | 1 | 5 |
| Capturing Omni-Range Context for Omnidirectional Segmentation | Mar 9, 2021 | Autonomous DrivingImage Segmentation | CodeCode Available | 1 | 5 |
| Decoder Denoising Pretraining for Semantic Segmentation | May 23, 2022 | DecoderDenoising | CodeCode Available | 1 | 5 |
| Decoupled Local Aggregation for Point Cloud Learning | Aug 31, 2023 | 3D Point Cloud ClassificationSemantic Segmentation | CodeCode Available | 1 | 5 |
| In-N-Out Generative Learning for Dense Unsupervised Video Segmentation | Mar 29, 2022 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| CISCA and CytoDArk0: a Cell Instance Segmentation and Classification method for histo(patho)logical image Analyses and a new, open, Nissl-stained dataset for brain cytoarchitecture studies | Sep 6, 2024 | HippocampusInstance Segmentation | CodeCode Available | 1 | 5 |
| Decoupled Dynamic Filter Networks | Apr 29, 2021 | Image ClassificationSemantic Segmentation | CodeCode Available | 1 | 5 |
| CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-Attention | Jan 23, 2024 | Computational EfficiencyComputed Tomography (CT) | CodeCode Available | 1 | 5 |
| CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation | Jun 6, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Applying Eigencontours to PolarMask-Based Instance Segmentation | Aug 24, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Instance Adaptive Self-Training for Unsupervised Domain Adaptation | Aug 27, 2020 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 | 5 |
| Advanced Deep Networks for 3D Mitochondria Instance Segmentation | Apr 16, 2021 | 3D Instance SegmentationDenoising | CodeCode Available | 1 | 5 |
| Cityscapes-Panoptic-Parts and PASCAL-Panoptic-Parts datasets for Scene Understanding | Apr 16, 2020 | Human Part SegmentationPanoptic Segmentation | CodeCode Available | 1 | 5 |
| CitySurfaces: City-Scale Semantic Segmentation of Sidewalk Materials | Jan 6, 2022 | Active LearningManagement | CodeCode Available | 1 | 5 |
| Hierarchical Image Peeling: A Flexible Scale-space Filtering Framework | Apr 4, 2021 | GPUImage Segmentation | CodeCode Available | 1 | 5 |
| Hierarchical Neural Architecture Search for Deep Stereo Matching | Oct 26, 2020 | Neural Architecture SearchSemantic Segmentation | CodeCode Available | 1 | 5 |
| ClaSP -- Parameter-free Time Series Segmentation | Jul 28, 2022 | Change Point DetectionSegmentation | CodeCode Available | 1 | 5 |
| ClaSP - Time Series Segmentation | Oct 26, 2021 | Change Point DetectionSegmentation | CodeCode Available | 1 | 5 |
| Class Adaptive Network Calibration | Nov 28, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| ConvNet Architecture Search for Spatiotemporal Feature Learning | Aug 16, 2017 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| DeepAqua: Self-Supervised Semantic Segmentation of Wetland Surface Water Extent with SAR Images using Knowledge Distillation | May 2, 2023 | Knowledge DistillationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Instance Segmentation Challenge Track Technical Report, VIPriors Workshop at ICCV 2021: Task-Specific Copy-Paste Data Augmentation Method for Instance Segmentation | Oct 1, 2021 | Data AugmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Instance Segmentation for Autonomous Log Grasping in Forestry Operations | Mar 3, 2022 | Inductive BiasInstance Segmentation | CodeCode Available | 1 | 5 |
| Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation | Mar 18, 2022 | Image-to-Image TranslationSegmentation | CodeCode Available | 1 | 5 |
| Deep Clustering for Unsupervised Learning of Visual Features | Jul 15, 2018 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Deep ContourFlow: Advancing Active Contours with Deep Learning | Jul 15, 2024 | Deep LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Instance Segmentation of Biomedical Images with an Object-aware Embedding Learned with Local Constraints | Apr 21, 2020 | Cell SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Hierarchical Dense Correlation Distillation for Few-Shot Segmentation | Mar 26, 2023 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Class-Difficulty Based Methods for Long-Tailed Visual Recognition | Jul 29, 2022 | Action Classificationimage-classification | CodeCode Available | 1 | 5 |
| Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes | Jan 15, 2021 | All-day Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 | 5 |
| ConvMLP: Hierarchical Convolutional MLPs for Vision | Sep 9, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
