| Decoupling Zero-Shot Semantic Segmentation | Dec 15, 2021 | Open Vocabulary Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Decoupling Common and Unique Representations for Multimodal Self-supervised Learning | Sep 11, 2023 | Scene ClassificationSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Delving Deeper into Anti-aliasing in ConvNets | Aug 21, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Masked Autoencoders Are Scalable Vision Learners | Nov 11, 2021 | DecoderDomain Generalization | CodeCode Available | 1 | 5 |
| MaskCLIP++: A Mask-Based CLIP Fine-tuning Framework for Open-Vocabulary Image Segmentation | Dec 16, 2024 | Image SegmentationOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| Deep Active Learning for Axon-Myelin Segmentation on Histology Data | Jul 11, 2019 | Active LearningAnatomy | CodeCode Available | 1 | 5 |
| Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm | Mar 25, 2023 | Diversityimage-classification | CodeCode Available | 1 | 5 |
| Inter-Region Affinity Distillation for Road Marking Segmentation | Apr 11, 2020 | Knowledge DistillationLane Detection | CodeCode Available | 1 | 5 |
| Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation | Feb 13, 2023 | DiagnosticImage Segmentation | 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 |
| Automating MedSAM by Learning Prompts with Weak Few-Shot Supervision | Sep 30, 2024 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Mask-conditioned latent diffusion for generating gastrointestinal polyp images | Apr 11, 2023 | Image GenerationImage Segmentation | CodeCode Available | 1 | 5 |
| Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization | Jul 2, 2023 | Autonomous DrivingData Augmentation | 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 |
| UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline | Dec 20, 2022 | 3D Semantic SegmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation | Oct 23, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 | 5 |
| AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018 | May 20, 2020 | 3D Semantic SegmentationAutoML | CodeCode Available | 1 | 5 |
| Invariant Information Clustering for Unsupervised Image Classification and Segmentation | Jul 17, 2018 | ClusteringGeneral Classification | CodeCode Available | 1 | 5 |
| Investigate Indistinguishable Points in Semantic Segmentation of 3D Point Cloud | Mar 18, 2021 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Masked Based Unsupervised Content Transfer | May 1, 2020 | Semantic SegmentationTranslation | CodeCode Available | 1 | 5 |
| Deep clustering: Discriminative embeddings for segmentation and separation | Aug 18, 2015 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Deep Clustering for Unsupervised Learning of Visual Features | Jul 15, 2018 | ClusteringDeep Clustering | 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 |
| OCTA-500: A Retinal Dataset for Optical Coherence Tomography Angiography Study | Dec 14, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| IPN Hand: A Video Dataset and Benchmark for Real-Time Continuous Hand Gesture Recognition | Apr 20, 2020 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 | 5 |
| IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation | Apr 16, 2022 | Federated LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation | Sep 16, 2022 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 | 5 |
| SegmentMeIfYouCan: A Benchmark for Anomaly Segmentation | Apr 30, 2021 | Anomaly SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Mask-Attention-Free Transformer for 3D Instance Segmentation | Sep 4, 2023 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| BSNet: Box-Supervised Simulation-assisted Mean Teacher for 3D Instance Segmentation | Mar 22, 2024 | 3D Instance SegmentationDecoder | CodeCode Available | 1 | 5 |
| DeiT III: Revenge of the ViT | Apr 14, 2022 | Data Augmentationimage-classification | CodeCode Available | 1 | 5 |
| iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images | May 30, 2019 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution | Mar 1, 2023 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Mask-aware IoU for Anchor Assignment in Real-time Instance Segmentation | Oct 19, 2021 | Instance SegmentationReal-time Instance Segmentation | CodeCode Available | 1 | 5 |
| iSegFormer: Interactive Segmentation via Transformers with Application to 3D Knee MR Images | Dec 21, 2021 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Contrastive Pretraining for Echocardiography Segmentation with Limited Data | Jan 16, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering | Dec 12, 2022 | ClusteringGraph Neural Network | CodeCode Available | 1 | 5 |
| ISDNet: Integrating Shallow and Deep Networks for Efficient Ultra-High Resolution Segmentation | Jan 1, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| 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 |
| Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic Segmentation | Oct 30, 2020 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 | 5 |
| Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis | Jul 10, 2024 | Data AugmentationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Improving deep neural network generalization and robustness to background bias via layer-wise relevance propagation optimization | Feb 1, 2022 | ClassificationSemantic Segmentation | CodeCode Available | 1 | 5 |
| DeiSAM: Segment Anything with Deictic Prompting | Feb 21, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Mask4Former: Mask Transformer for 4D Panoptic Segmentation | Sep 28, 2023 | 4D Panoptic SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based Data | Aug 20, 2020 | Autonomous VehiclesBenchmarking | CodeCode Available | 1 | 5 |
| ISTR: End-to-End Instance Segmentation with Transformers | May 3, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| Mask Based Unsupervised Content Transfer | Jun 15, 2019 | Semantic SegmentationTranslation | CodeCode Available | 1 | 5 |
| Masked Diffusion as Self-supervised Representation Learner | Aug 10, 2023 | DenoisingMedical Image 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 |
| MARIDA: A benchmark for Marine Debris detection from Sentinel-2 remote sensing data | Jan 7, 2022 | Image SegmentationMulti-Label Classification | CodeCode Available | 1 | 5 |
