| Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks | Mar 7, 2018 | Brain Segmentationimage-classification | CodeCode Available | 1 | 5 |
| ElC-OIS: Ellipsoidal Clustering for Open-World Instance Segmentation on LiDAR Data | Mar 8, 2023 | Autonomous NavigationClustering | CodeCode Available | 1 | 5 |
| Boosting Semantic Human Matting with Coarse Annotations | Apr 10, 2020 | Image MattingSemantic Segmentation | CodeCode Available | 1 | 5 |
| LeViT-UNet: Make Faster Encoders with Transformer for Medical Image Segmentation | Jul 19, 2021 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation | Nov 30, 2018 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 | 5 |
| LiDAL: Inter-frame Uncertainty Based Active Learning for 3D LiDAR Semantic Segmentation | Nov 11, 2022 | Active LearningLIDAR Semantic Segmentation | 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 |
| Embedding-based Instance Segmentation in Microscopy | Jan 25, 2021 | GPUInstance Segmentation | CodeCode Available | 1 | 5 |
| ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding | Dec 18, 2023 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| ELSA: Enhanced Local Self-Attention for Vision Transformer | Dec 23, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| Frame-To-Frame Consistent Semantic Segmentation | Aug 3, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Embedded Encoder-Decoder in Convolutional Networks Towards Explainable AI | Jun 19, 2020 | DecoderExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| Boosting Video Object Segmentation via Space-time Correspondence Learning | Apr 13, 2023 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation | Jun 19, 2021 | SegmentationSemantic Segmentation | 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 |
| Bootstraping Clustering of Gaussians for View-consistent 3D Scene Understanding | Nov 29, 2024 | 3D geometry3DGS | CodeCode Available | 1 | 5 |
| Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow | May 16, 2023 | Anomaly DetectionOut-of-Distribution Detection | CodeCode Available | 1 | 5 |
| Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation | Jun 6, 2023 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| Stitching, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation | Mar 17, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping | Apr 17, 2023 | Motion SegmentationObject | CodeCode Available | 1 | 5 |
| Bootstrapping Semantic Segmentation with Regional Contrast | Apr 9, 2021 | Contrastive LearningSegmentation | CodeCode Available | 1 | 5 |
| Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation | Jun 6, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Advancing Vision Transformers with Group-Mix Attention | Nov 26, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Learning Hierarchical Image Segmentation For Recognition and By Recognition | Oct 1, 2022 | Computational Efficiencyimage-classification | CodeCode Available | 1 | 5 |
| EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation | Dec 15, 2022 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| LineCounter: Learning Handwritten Text Line Segmentation by Counting | May 24, 2021 | Handwritten Text Recognitionobject-detection | CodeCode Available | 1 | 5 |
| Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery | Sep 1, 2022 | Domain AdaptationLand Cover Classification | CodeCode Available | 1 | 5 |
| Bridging Composite and Real: Towards End-to-end Deep Image Matting | Oct 30, 2020 | Image MattingSemantic Segmentation | CodeCode Available | 1 | 5 |
| Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation | Feb 7, 2018 | DecoderImage Classification | CodeCode Available | 1 | 5 |
| Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification | Dec 4, 2020 | Bayesian InferenceDecision Making Under Uncertainty | CodeCode Available | 1 | 5 |
| FreDSNet: Joint Monocular Depth and Semantic Segmentation with Fast Fourier Convolutions | Oct 4, 2022 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| End-to-end Trainable Deep Neural Network for Robotic Grasp Detection and Semantic Segmentation from RGB | Jul 12, 2021 | Robotic GraspingSegmentation | CodeCode Available | 1 | 5 |
| End-to-End Referring Video Object Segmentation with Multimodal Transformers | Nov 29, 2021 | Inductive BiasInstance Segmentation | CodeCode Available | 1 | 5 |
| LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation | Apr 4, 2024 | Data AugmentationDecoder | CodeCode Available | 1 | 5 |
| Boundary-assisted Region Proposal Networks for Nucleus Segmentation | Jun 4, 2020 | Boundary DetectionInstance Segmentation | CodeCode Available | 1 | 5 |
| End-to-End Semi-Supervised Learning for Video Action Detection | Mar 8, 2022 | Action DetectionClassification Consistency | CodeCode Available | 1 | 5 |
| End-to-End Semi-Supervised Object Detection with Soft Teacher | Jun 16, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation | Feb 7, 2024 | Contrastive LearningDenoising | CodeCode Available | 1 | 5 |
| Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation | Jul 14, 2023 | Adversarial AttackDeep Learning | CodeCode Available | 1 | 5 |
| LLMBind: A Unified Modality-Task Integration Framework | Feb 22, 2024 | AI AgentAudio Generation | CodeCode Available | 1 | 5 |
| End-to-End Video Instance Segmentation with Transformers | Nov 30, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| LM-Net: A Light-weight and Multi-scale Network for Medical Image Segmentation | Jan 7, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning | Feb 22, 2023 | Image SegmentationImage Super-Resolution | CodeCode Available | 1 | 5 |
| Boundary-Aware Network for Abdominal Multi-Organ Segmentation | Aug 29, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| An Elastic Interaction-Based Loss Function for Medical Image Segmentation | Jul 6, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Boundary-Aware Network for Kidney Parsing | Aug 29, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic Segmentation | Aug 25, 2023 | Domain GeneralizationSegmentation | CodeCode Available | 1 | 5 |
| FourierNet: Compact mask representation for instance segmentation using differentiable shape decoders | Feb 7, 2020 | DecoderInstance Segmentation | CodeCode Available | 1 | 5 |
| Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers | Jan 14, 2025 | Future predictionPrediction | CodeCode Available | 1 | 5 |
| Foundation Model Assisted Weakly Supervised Semantic Segmentation | Dec 6, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
