| Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical data | Mar 1, 2023 | Data AugmentationMedical Image Analysis | CodeCode Available | 1 |
| High-throughput 3DRA segmentation of brain vasculature and aneurysms using deep learning | Mar 1, 2023 | Segmentation | CodeCode Available | 1 |
| Coarse-to-Fine Covid-19 Segmentation via Vision-Language Alignment | Mar 1, 2023 | Medical Image SegmentationSegmentation | CodeCode Available | 1 |
| Interactive Segmentation as Gaussian Process Classification | Feb 28, 2023 | Binary ClassificationClassification | CodeCode Available | 1 |
| Kartezio: Evolutionary Design of Explainable Pipelines for Biomedical Image Analysis | Feb 28, 2023 | DiversityImage Segmentation | CodeCode Available | 1 |
| Joint Learning of Blind Super-Resolution and Crack Segmentation for Realistic Degraded Images | Feb 24, 2023 | Blind Super-ResolutionCrack Segmentation | CodeCode Available | 1 |
| CEKD: Cross-Modal Edge-Privileged Knowledge Distillation for Semantic Scene Understanding Using Only Thermal Images | Feb 22, 2023 | Knowledge DistillationScene Understanding | CodeCode Available | 1 |
| Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS Instance Segmentation | Feb 22, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| PolyFormer: Referring Image Segmentation as Sequential Polygon Generation | Feb 14, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| The Sum of Its Parts: Visual Part Segmentation for Inertial Parameter Identification of Manipulated Objects | Feb 13, 2023 | Segmentation | CodeCode Available | 1 |
| CEDNet: A Cascade Encoder-Decoder Network for Dense Prediction | Feb 13, 2023 | DecoderInstance Segmentation | CodeCode Available | 1 |
| 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 |
| Self-Supervised Unseen Object Instance Segmentation via Long-Term Robot Interaction | Feb 7, 2023 | Instance SegmentationMulti-Object Tracking | CodeCode Available | 1 |
| Med-NCA: Robust and Lightweight Segmentation with Neural Cellular Automata | Feb 7, 2023 | HippocampusImage Generation | CodeCode Available | 1 |
| CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks | Feb 4, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| PSST! Prosodic Speech Segmentation with Transformers | Feb 3, 2023 | SegmentationSpeech-to-Text | CodeCode Available | 1 |
| Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective | Feb 3, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Paced-Curriculum Distillation with Prediction and Label Uncertainty for Image Segmentation | Feb 2, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors | Jan 31, 2023 | Anomaly SegmentationOne-Class Classification | CodeCode Available | 1 |
| ParticleSeg3D: A Scalable Out-of-the-Box Deep Learning Segmentation Solution for Individual Particle Characterization from Micro CT Images in Mineral Processing and Recycling | Jan 30, 2023 | Computed Tomography (CT)Instance Segmentation | CodeCode Available | 1 |
| ZegOT: Zero-shot Segmentation Through Optimal Transport of Text Prompts | Jan 28, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| ProtoSeg: Interpretable Semantic Segmentation with Prototypical Parts | Jan 28, 2023 | DiversityImage Segmentation | CodeCode Available | 1 |
| 3D Tooth Mesh Segmentation with Simplified Mesh Cell Representation | Jan 25, 2023 | Segmentation | CodeCode Available | 1 |
| Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach | Jan 25, 2023 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Recurrent Generic Contour-based Instance Segmentation with Progressive Learning | Jan 21, 2023 | Instance SegmentationLane Detection | CodeCode Available | 1 |
