| 3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds | Apr 3, 2023 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 | 5 |
| Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use? | May 3, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Understanding | Apr 19, 2023 | Change DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic Segmentation | Mar 5, 2022 | Data AugmentationPseudo Label | CodeCode Available | 1 | 5 |
| Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation | Aug 8, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Vector Quantized Bayesian Neural Network Inference for Data Streams | Jul 12, 2019 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion | Aug 2, 2023 | Image SegmentationInductive Bias | CodeCode Available | 1 | 5 |
| Extrinsic Camera Calibration with Semantic Segmentation | Aug 8, 2022 | Camera Calibrationparameter estimation | 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 |
| Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation | Mar 18, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 | 5 |
| CMDFusion: Bidirectional Fusion Network with Cross-modality Knowledge Distillation for LIDAR Semantic Segmentation | Jul 9, 2023 | Autonomous VehiclesKnowledge Distillation | CodeCode Available | 1 | 5 |
| BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation | Mar 16, 2021 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| A Robust Feature Downsampling Module for Remote Sensing Visual Tasks | Jun 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| DifFSS: Diffusion Model for Few-Shot Semantic Segmentation | Jul 3, 2023 | Few-Shot Semantic SegmentationImage Generation | CodeCode Available | 1 | 5 |
| Extending Maps with Semantic and Contextual Object Information for Robot Navigation: a Learning-Based Framework using Visual and Depth Cues | Mar 13, 2020 | ObjectRobot Navigation | CodeCode Available | 1 | 5 |
| Diffusion-based Data Augmentation for Nuclei Image Segmentation | Oct 22, 2023 | Data AugmentationImage Generation | CodeCode Available | 1 | 5 |
| CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic Segmentation | Jul 29, 2023 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Extending CAM-based XAI methods for Remote Sensing Imagery Segmentation | Oct 3, 2023 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond | Jul 22, 2024 | Anomaly DetectionAnomaly Segmentation | 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 |
| Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems | Mar 13, 2020 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Extracting Class Activation Maps from Non-Discriminative Features as well | Mar 18, 2023 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 | 5 |
| F2BEV: Bird's Eye View Generation from Surround-View Fisheye Camera Images for Automated Driving | Mar 7, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation | Jul 19, 2021 | Continual LearningContinual Semantic Segmentation | CodeCode Available | 1 | 5 |
