| Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels | Feb 11, 2023 | Knowledge DistillationSemantic Segmentation | CodeCode Available | 1 |
| Towards Geospatial Foundation Models via Continual Pretraining | Feb 9, 2023 | Change DetectionContinual Pretraining | CodeCode Available | 1 |
| Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation | Feb 8, 2023 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Cross-Layer Retrospective Retrieving via Layer Attention | Feb 8, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Med-NCA: Robust and Lightweight Segmentation with Neural Cellular Automata | Feb 7, 2023 | HippocampusImage Generation | CodeCode Available | 1 |
| An Informative Path Planning Framework for Active Learning in UAV-based Semantic Mapping | Feb 7, 2023 | Active LearningSemantic 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 |
| GDB: Gated convolutions-based Document Binarization | Feb 4, 2023 | BinarizationImage Enhancement | CodeCode Available | 1 |
| Window Size Selection in Unsupervised Time Series Analytics: A Review and Benchmark | Feb 4, 2023 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 |
| CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks | Feb 4, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| DilateFormer: Multi-Scale Dilated Transformer for Visual Recognition | Feb 3, 2023 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| The Learnable Typewriter: A Generative Approach to Text Analysis | Feb 3, 2023 | Semantic SegmentationUnsupervised Text Recognition | CodeCode Available | 1 |
| Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective | Feb 3, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| SegForestNet: Spatial-Partitioning-Based Aerial Image Segmentation | Feb 3, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| LaMPP: Language Models as Probabilistic Priors for Perception and Action | Feb 3, 2023 | Activity RecognitionDecision Making | CodeCode Available | 1 |
| SAAL: Sharpness-Aware Active Learning | Feb 2, 2023 | Active Learningimage-classification | CodeCode Available | 1 |
| Paced-Curriculum Distillation with Prediction and Label Uncertainty for Image Segmentation | Feb 2, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation | Jan 31, 2023 | Active LearningDomain Adaptation | CodeCode Available | 1 |
| UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers | Jan 31, 2023 | Image CaptioningImage Classification | CodeCode Available | 1 |
| CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy | Jan 30, 2023 | AnatomyImage Segmentation | 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 |
| Human Vision Based 3D Point Cloud Semantic Segmentation of Large-Scale Outdoor Scene | Jan 30, 2023 | 3D Semantic SegmentationPhilosophy | 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 |
| Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach | Jan 25, 2023 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
