| ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation | Mar 25, 2025 | Image SegmentationLesion Segmentation | 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 |
| A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model | Dec 29, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Eigencontours: Novel Contour Descriptors Based on Low-Rank Approximation | Mar 29, 2022 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain Generalization | Mar 22, 2023 | AnatomyDisentanglement | CodeCode Available | 1 | 5 |
| CamSAM2: Segment Anything Accurately in Camouflaged Videos | Mar 25, 2025 | Camouflaged Object SegmentationObject | 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 |
| Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor Scene | Aug 11, 2020 | Instance SegmentationPoint Cloud Segmentation | CodeCode Available | 1 | 5 |
| An MRF-UNet Product of Experts for Image Segmentation | Apr 12, 2021 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| ELSA: Enhanced Local Self-Attention for Vision Transformer | Dec 23, 2021 | Image ClassificationInstance Segmentation | 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 |
| Learning Hierarchical Image Segmentation For Recognition and By Recognition | Oct 1, 2022 | Computational Efficiencyimage-classification | CodeCode Available | 1 | 5 |
| Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks | Mar 7, 2018 | Brain Segmentationimage-classification | 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 |
| Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation | Jun 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| MIST: Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) Decoder | Oct 30, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation | Oct 13, 2022 | Few-Shot Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation | Jul 24, 2024 | Computational EfficiencyDecoder | CodeCode Available | 1 | 5 |
| Conditional Boundary Loss for Semantic Segmentation | Jul 5, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Camouflaged Object Segmentation with Distraction Mining | Apr 21, 2021 | Camouflaged Object SegmentationDichotomous Image Segmentation | CodeCode Available | 1 | 5 |
| CTNet: Context-based Tandem Network for Semantic Segmentation | Apr 20, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| AeroReformer: Aerial Referring Transformer for UAV-based Referring Image Segmentation | Feb 23, 2025 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation | Jun 6, 2023 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| Conditional diffusion model with spatial attention and latent embedding for medical image segmentation | Feb 10, 2025 | HippocampusImage Segmentation | CodeCode Available | 1 | 5 |
| AeroRIT: A New Scene for Hyperspectral Image Analysis | Dec 17, 2019 | Hyperspectral image analysisImage Super-Resolution | CodeCode Available | 1 | 5 |
| D2Det: Towards High Quality Object Detection and Instance Segmentation | Jun 1, 2020 | Instance SegmentationObject | 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 |
| Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification | Dec 4, 2020 | Bayesian InferenceDecision Making Under Uncertainty | CodeCode Available | 1 | 5 |
| Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation | Feb 7, 2018 | DecoderImage Classification | CodeCode Available | 1 | 5 |
| Conditional Object-Centric Learning from Video | Nov 24, 2021 | 3D geometryInstance Segmentation | CodeCode Available | 1 | 5 |
| ASSET: Autoregressive Semantic Scene Editing with Transformers at High Resolutions | May 24, 2022 | Semantic SegmentationVocal Bursts Intensity Prediction | 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 |
| CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation | Jul 25, 2024 | Computational EfficiencyDecoder | 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 Egospheric Spatial Memory | Feb 15, 2021 | General Reinforcement LearningImitation Learning | CodeCode Available | 1 | 5 |
| CAFuser: Condition-Aware Multimodal Fusion for Robust Semantic Perception of Driving Scenes | Oct 14, 2024 | Autonomous DrivingPanoptic Segmentation | CodeCode Available | 1 | 5 |
| End-to-End Referring Video Object Segmentation with Multimodal Transformers | Nov 29, 2021 | Inductive BiasInstance Segmentation | CodeCode Available | 1 | 5 |
| Condition-Invariant Semantic Segmentation | May 27, 2023 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
| Addressing Failure Prediction by Learning Model Confidence | Oct 1, 2019 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Inter-Instance Similarity Modeling for Contrastive Learning | Jun 21, 2023 | Contrastive LearningInstance Segmentation | CodeCode Available | 1 | 5 |
| Associating Objects with Transformers for Video Object Segmentation | Jun 4, 2021 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 | 5 |
| Anytime Dense Prediction with Confidence Adaptivity | Apr 1, 2021 | image-classificationImage Classification | 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 |
| MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models | Oct 4, 2022 | Image ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| Investigate Indistinguishable Points in Semantic Segmentation of 3D Point Cloud | Mar 18, 2021 | 3D Semantic SegmentationSegmentation | 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 |
| End-to-End Video Instance Segmentation with Transformers | Nov 30, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| End-to-End Video Matting With Trimap Propagation | Jan 1, 2023 | Image MattingSegmentation | CodeCode Available | 1 | 5 |
| CSC-PA: Cross-image Semantic Correlation via Prototype Attentions for Single-network Semi-supervised Breast Tumor Segmentation | Jan 1, 2025 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| CamoDiffusion: Camouflaged Object Detection via Conditional Diffusion Models | May 29, 2023 | DenoisingObject | CodeCode Available | 1 | 5 |
