| Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation | Jun 6, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement | May 6, 2020 | 4kLand Cover Classification | CodeCode Available | 1 | 5 |
| Decoder Denoising Pretraining for Semantic Segmentation | May 23, 2022 | DecoderDenoising | CodeCode Available | 1 | 5 |
| A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes | Dec 24, 2018 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 | 5 |
| Deep Image Semantic Communication Model for Artificial Intelligent Internet of Things | Nov 6, 2023 | Generative Adversarial NetworkImage Compression | CodeCode Available | 1 | 5 |
| Deep Instruction Tuning for Segment Anything Model | Mar 31, 2024 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs | Jun 2, 2016 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Deep learning approach to left ventricular non-compaction measurement | Nov 30, 2020 | CPUDeep Learning | CodeCode Available | 1 | 5 |
| BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models | Dec 7, 2021 | Image SegmentationSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation | Jun 16, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation | Oct 12, 2022 | Class-Incremental Semantic SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network | Jul 23, 2023 | DecoderExtracting Buildings In Remote Sensing Images | CodeCode Available | 1 | 5 |
| Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping | Apr 17, 2023 | Motion SegmentationObject | CodeCode Available | 1 | 5 |
| BuildingNet: Learning to Label 3D Buildings | Oct 11, 2021 | 2k3D Building Mesh Labeling | CodeCode Available | 1 | 5 |
| Bootstrapping Semantic Segmentation with Regional Contrast | Apr 9, 2021 | Contrastive LearningSegmentation | CodeCode Available | 1 | 5 |
| BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image Segmentation | Jun 29, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation | Apr 2, 2021 | 3D geometryDecoder | CodeCode Available | 1 | 5 |
| DeepMIM: Deep Supervision for Masked Image Modeling | Mar 15, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| A Multi-Level Approach to Waste Object Segmentation | Jul 8, 2020 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| UVO Challenge on Video-based Open-World Segmentation 2021: 1st Place Solution | Oct 22, 2021 | Instance SegmentationOptical Flow Estimation | CodeCode Available | 1 | 5 |
| Bootstraping Clustering of Gaussians for View-consistent 3D Scene Understanding | Nov 29, 2024 | 3D geometry3DGS | CodeCode Available | 1 | 5 |
| Deep Projective 3D Semantic Segmentation | May 9, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Active learning for medical image segmentation with stochastic batches | Jan 18, 2023 | Active LearningDiversity | CodeCode Available | 1 | 5 |
| MMOTU: A Multi-Modality Ovarian Tumor Ultrasound Image Dataset for Unsupervised Cross-Domain Semantic Segmentation | Jul 14, 2022 | DecoderDomain Adaptation | CodeCode Available | 1 | 5 |
| CalibNet: Dual-branch Cross-modal Calibration for RGB-D Salient Instance Segmentation | Jul 16, 2023 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Bootstrapped Masked Autoencoders for Vision BERT Pretraining | Jul 14, 2022 | DecoderObject Detection | CodeCode Available | 1 | 5 |
| Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite Images | Oct 15, 2021 | Active LearningLand Cover Classification | CodeCode Available | 1 | 5 |
| Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error | Aug 6, 2023 | Domain AdaptationModel Selection | CodeCode Available | 1 | 5 |
| 1st Place Solution for YouTubeVOS Challenge 2022: Referring Video Object Segmentation | Dec 27, 2022 | ObjectReferring Video Object Segmentation | CodeCode Available | 1 | 5 |
| CamoDiffusion: Camouflaged Object Detection via Conditional Diffusion Models | May 29, 2023 | DenoisingObject | CodeCode Available | 1 | 5 |
| BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models | Jan 25, 2024 | Image GenerationImage Segmentation | CodeCode Available | 1 | 5 |
| Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor Scene | Aug 11, 2020 | Instance SegmentationPoint Cloud Segmentation | CodeCode Available | 1 | 5 |
| DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention | Oct 11, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Decoupled Dynamic Filter Networks | Apr 29, 2021 | Image ClassificationSemantic Segmentation | 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 |
| Can SAM Segment Anything? When SAM Meets Camouflaged Object Detection | Apr 10, 2023 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization | Mar 8, 2021 | DecoderImage 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 |
| A Multi-Task Deep Learning Framework for Building Footprint Segmentation | Apr 19, 2021 | Boundary DetectionDeep Learning | CodeCode Available | 1 | 5 |
| Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation | Feb 8, 2023 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 | 5 |
| Deformable ConvNets v2: More Deformable, Better Results | Nov 27, 2018 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| A Multi-task Framework for Infrared Small Target Detection and Segmentation | Jun 14, 2022 | Multi-Task Learningobject-detection | CodeCode Available | 1 | 5 |
| Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations | Oct 26, 2022 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Capturing Omni-Range Context for Omnidirectional Segmentation | Mar 9, 2021 | Autonomous DrivingImage Segmentation | CodeCode Available | 1 | 5 |
| CAR: Class-aware Regularizations for Semantic Segmentation | Mar 14, 2022 | Representation LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| CARIS: Context-Augmented Referring Image Segmentation | Oct 27, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation | May 31, 2020 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| DeiSAM: Segment Anything with Deictic Prompting | Feb 21, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CARD: Semantic Segmentation with Efficient Class-Aware Regularized Decoder | Jan 11, 2023 | DecoderRepresentation Learning | CodeCode Available | 1 | 5 |
| DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation | Feb 2, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
