| Robust Deep Learning for Autonomous Driving | Nov 14, 2022 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation | Nov 14, 2022 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| Learning from partially labeled data for multi-organ and tumor segmentation | Nov 13, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation | Nov 13, 2022 | Class-Incremental Semantic SegmentationContinual Learning | CodeCode Available | 1 |
| Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection | Nov 12, 2022 | Anomaly DetectionDensity Estimation | CodeCode Available | 1 |
| LiDAL: Inter-frame Uncertainty Based Active Learning for 3D LiDAR Semantic Segmentation | Nov 11, 2022 | Active LearningLIDAR Semantic Segmentation | CodeCode Available | 1 |
| Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing | Nov 4, 2022 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models | Nov 4, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation | Nov 3, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Semantic SuperPoint: A Deep Semantic Descriptor | Nov 2, 2022 | DecoderMulti-Task Learning | CodeCode Available | 1 |
| Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentation | Oct 31, 2022 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 1 |
| Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation | Oct 30, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Semantic-SuPer: A Semantic-aware Surgical Perception Framework for Endoscopic Tissue Identification, Reconstruction, and Tracking | Oct 29, 2022 | 3D ReconstructionImage Segmentation | CodeCode Available | 1 |
| Object Segmentation of Cluttered Airborne LiDAR Point Clouds | Oct 28, 2022 | ObjectObject Recognition | CodeCode Available | 1 |
| Impact of PolSAR pre-processing and balancing methods on complex-valued neural networks segmentation tasks | Oct 28, 2022 | Semantic Segmentationvalid | CodeCode Available | 1 |
| Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models | Oct 27, 2022 | Image SegmentationLanguage Modelling | CodeCode Available | 1 |
| Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations | Oct 26, 2022 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 |
| SemFormer: Semantic Guided Activation Transformer for Weakly Supervised Semantic Segmentation | Oct 26, 2022 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| RGB-T Semantic Segmentation with Location, Activation, and Sharpening | Oct 26, 2022 | DecoderScene Understanding | CodeCode Available | 1 |
| MEW-UNet: Multi-axis representation learning in frequency domain for medical image segmentation | Oct 25, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Instance Segmentation for Chinese Character Stroke Extraction, Datasets and Benchmarks | Oct 25, 2022 | Font GenerationInstance Segmentation | CodeCode Available | 1 |
| MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled Data | Oct 24, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| BARS: A Benchmark for Airport Runway Segmentation | Oct 24, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| 1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation Track | Oct 23, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Drastically Reducing the Number of Trainable Parameters in Deep CNNs by Inter-layer Kernel-sharing | Oct 23, 2022 | Edge-computingimage-classification | CodeCode Available | 1 |
