| EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation | Nov 24, 2021 | Event-based Object SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Sem-GAN: Semantically-Consistent Image-to-Image Translation | Jul 12, 2018 | Image SegmentationImage-to-Image Translation | CodeCode Available | 1 |
| 3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds | Apr 3, 2023 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| Deep Multimodal Fusion by Channel Exchanging | Nov 10, 2020 | Image-to-Image TranslationSemantic Segmentation | CodeCode Available | 1 |
| Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated Uncertainty | Jan 1, 2023 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| Semi-supervised 3D shape segmentation with multilevel consistency and part substitution | Apr 19, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Bridge the Points: Graph-based Few-shot Segment Anything Semantically | Oct 9, 2024 | Few-Shot Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Semi-Supervised Classification and Segmentation on High Resolution Aerial Images | May 16, 2021 | Classificationimage-classification | CodeCode Available | 1 |
| Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation | Sep 15, 2021 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive Learning | Jul 6, 2023 | Contrastive LearningDecoder | CodeCode Available | 1 |
| Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation | Aug 8, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Semi-supervised Left Atrium Segmentation with Mutual Consistency Training | Mar 4, 2021 | Image SegmentationLeft Atrium Segmentation | CodeCode Available | 1 |
| Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation | Jun 24, 2021 | DisentanglementImage Segmentation | CodeCode Available | 1 |
| Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions | May 30, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| Adaptive Superpixel for Active Learning in Semantic Segmentation | Mar 29, 2023 | Active LearningSegmentation | CodeCode Available | 1 |
| Evaluation Study on SAM 2 for Class-agnostic Instance-level Segmentation | Sep 4, 2024 | Dichotomous Image SegmentationImage Segmentation | CodeCode Available | 1 |
| Amodal Intra-class Instance Segmentation: Synthetic Datasets and Benchmark | Mar 12, 2023 | Amodal Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Dynamic Multimodal Fusion | Mar 31, 2022 | Computational EfficiencySemantic Segmentation | CodeCode Available | 1 |
| A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes | Dec 24, 2018 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers | Mar 23, 2021 | Amodal Instance SegmentationBoundary Detection | CodeCode Available | 1 |
| Semi-supervised Semantic Segmentation with Directional Context-aware Consistency | Jun 27, 2021 | Semantic SegmentationSemi-Supervised Semantic Segmentation | CodeCode Available | 1 |
| Semi-supervised Semantic Segmentation with Error Localization Network | Apr 5, 2022 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| Deep Projective 3D Semantic Segmentation | May 9, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Semi-Supervised Video Semantic Segmentation With Inter-Frame Feature Reconstruction | Jan 1, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation | Mar 16, 2021 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| SeMLaPS: Real-time Semantic Mapping with Latent Prior Networks and Quasi-Planar Segmentation | Jun 28, 2023 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning | May 12, 2018 | Autonomous DrivingDiversity | CodeCode Available | 1 |
| Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation | Jan 22, 2024 | ObjectPrompt Learning | CodeCode Available | 1 |
| SemSegLoss: A python package of loss functions for semantic segmentation | May 18, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Evidence fusion with contextual discounting for multi-modality medical image segmentation | Jun 23, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| ESS: Learning Event-based Semantic Segmentation from Still Images | Mar 18, 2022 | Domain AdaptationEvent-based Object Segmentation | CodeCode Available | 1 |
| Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores | Jul 20, 2022 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| DeiSAM: Segment Anything with Deictic Prompting | Feb 21, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 |
| DeepSatData: Building large scale datasets of satellite images for training machine learning models | Apr 28, 2021 | BIG-bench Machine LearningSemantic Segmentation | CodeCode Available | 1 |
| ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation | Jun 15, 2020 | Domain AdaptationSelf-Supervised Learning | CodeCode Available | 1 |
| Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks | Aug 13, 2021 | Autonomous Drivingobject-detection | CodeCode Available | 1 |
| Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation | Jul 25, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| SFA-Net: Semantic Feature Adjustment Network for Remote Sensing Image Segmentation | Sep 3, 2024 | Change DetectionDecoder | CodeCode Available | 1 |
| Evidential fully convolutional network for semantic segmentation | Mar 25, 2021 | DecoderScene Parsing | CodeCode Available | 1 |
| Dynamic Object Removal and Spatio-Temporal RGB-D Inpainting via Geometry-Aware Adversarial Learning | Aug 12, 2020 | Image-to-Image TranslationRetrieval | CodeCode Available | 1 |
| Dynamic Neural Representational Decoders for High-Resolution Semantic Segmentation | Jul 30, 2021 | DecoderSegmentation | CodeCode Available | 1 |
| SG-BEV: Satellite-Guided BEV Fusion for Cross-View Semantic Segmentation | Apr 3, 2024 | AttributeSemantic Segmentation | CodeCode Available | 1 |
| Explicit Attention-Enhanced Fusion for RGB-Thermal Perception Tasks | Mar 28, 2023 | Crowd Countingobject-detection | CodeCode Available | 1 |
| SGSeg: Enabling Text-free Inference in Language-guided Segmentation of Chest X-rays via Self-guidance | Sep 7, 2024 | Image SegmentationPseudo Label | CodeCode Available | 1 |
| Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems | Mar 13, 2020 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 1 |
| Deep Semantic Statistics Matching (D2SM) Denoising Network | Jul 19, 2022 | DenoisingImage Restoration | CodeCode Available | 1 |
| Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation | Jun 14, 2024 | Domain AdaptationOut-of-Distribution Generalization | CodeCode Available | 1 |
| Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI | Dec 13, 2021 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence Learning | May 12, 2021 | Landmark TrackingPose Tracking | CodeCode Available | 1 |
| Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation | Dec 9, 2020 | General ClassificationOut-of-Distribution Detection | CodeCode Available | 1 |
