| Efficient few-shot learning for pixel-precise handwritten document layout analysis | Oct 27, 2022 | Document Layout AnalysisFew-Shot Learning | —Unverified | 0 |
| Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models | Oct 27, 2022 | Image SegmentationLanguage Modelling | CodeCode Available | 1 |
| UNet-2022: Exploring Dynamics in Non-isomorphic Architecture | Oct 27, 2022 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| Fast and Efficient Scene Categorization for Autonomous Driving using VAEs | Oct 26, 2022 | Autonomous Drivingobject-detection | —Unverified | 0 |
| IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation | Oct 26, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 0 |
| A Stronger Baseline For Automatic Pfirrmann Grading Of Lumbar Spine MRI Using Deep Learning | Oct 26, 2022 | Semantic Segmentation | —Unverified | 0 |
| Analyzing Deep Learning Representations of Point Clouds for Real-Time In-Vehicle LiDAR Perception | Oct 26, 2022 | Autonomous VehiclesComputational Efficiency | —Unverified | 0 |
| How precise are performance estimates for typical medical image segmentation tasks? | Oct 26, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations | Oct 26, 2022 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 |
| Super-Resolution Based Patch-Free 3D Image Segmentation with High-Frequency Guidance | Oct 26, 2022 | Computed Tomography (CT)GPU | CodeCode Available | 0 |
| RGB-T Semantic Segmentation with Location, Activation, and Sharpening | Oct 26, 2022 | DecoderScene Understanding | CodeCode Available | 1 |
| SemFormer: Semantic Guided Activation Transformer for Weakly Supervised Semantic Segmentation | Oct 26, 2022 | Semantic SegmentationWeakly supervised Semantic Segmentation | 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 |
| From colouring-in to pointillism: revisiting semantic segmentation supervision | Oct 25, 2022 | Active LearningSegmentation | —Unverified | 0 |
| Instance Segmentation for Chinese Character Stroke Extraction, Datasets and Benchmarks | Oct 25, 2022 | Font GenerationInstance Segmentation | CodeCode Available | 1 |
| Learning Explicit Object-Centric Representations with Vision Transformers | Oct 25, 2022 | ObjectSegmentation | —Unverified | 0 |
| ConnectedUNets++: Mass Segmentation from Whole Mammographic Images | Oct 25, 2022 | DecoderImage Segmentation | —Unverified | 0 |
| MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled Data | Oct 24, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Semantic Image Segmentation with Deep Learning for Vine Leaf Phenotyping | Oct 24, 2022 | Deep LearningImage Segmentation | —Unverified | 0 |
| Towards an efficient Iris Recognition System on Embedded Devices | Oct 24, 2022 | Iris RecognitionSegmentation | —Unverified | 0 |
| BARS: A Benchmark for Airport Runway Segmentation | Oct 24, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Large Batch and Patch Size Training for Medical Image Segmentation | Oct 24, 2022 | GPUImage Segmentation | —Unverified | 0 |
| Brain Tumor Segmentation using Enhanced U-Net Model with Empirical Analysis | Oct 24, 2022 | Brain Tumor SegmentationDecoder | CodeCode Available | 0 |
| Towards Comprehensive Representation Enhancement in Semantics-guided Self-supervised Monocular Depth Estimation | Oct 23, 2022 | Depth EstimationMetric Learning | —Unverified | 0 |
| Drastically Reducing the Number of Trainable Parameters in Deep CNNs by Inter-layer Kernel-sharing | Oct 23, 2022 | Edge-computingimage-classification | CodeCode Available | 1 |
