| Flexible Style Image Super-Resolution using Conditional Objective | Jan 13, 2022 | Image Super-ResolutionMulti-Task Learning | CodeCode Available | 1 |
| CFNet: Learning Correlation Functions for One-Stage Panoptic Segmentation | Jan 13, 2022 | Instance SegmentationPanoptic Segmentation | —Unverified | 0 |
| Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet? | Jan 13, 2022 | image-classificationImage Classification | CodeCode Available | 0 |
| Spatial-Temporal Map Vehicle Trajectory Detection Using Dynamic Mode Decomposition and Res-UNet+ Neural Networks | Jan 13, 2022 | Semantic Segmentationvehicle detection | CodeCode Available | 1 |
| Self-semantic contour adaptation for cross modality brain tumor segmentation | Jan 13, 2022 | Brain Tumor SegmentationDomain Adaptation | —Unverified | 0 |
| SnapshotNet: Self-supervised Feature Learning for Point Cloud Data Segmentation Using Minimal Labeled Data | Jan 13, 2022 | Contrastive LearningSelf-Supervised Learning | —Unverified | 0 |
| Partial-Attribution Instance Segmentation for Astronomical Source Detection and Deblending | Jan 12, 2022 | Instance SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Pyramid Fusion Transformer for Semantic Segmentation | Jan 11, 2022 | DecoderSegmentation | —Unverified | 0 |
| Automated Segmentation and Connectivity Analysis for Normal Pressure Hydrocephalus | Jan 10, 2022 | 3D Medical Imaging SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| A ConvNet for the 2020s | Jan 10, 2022 | ClassificationDomain Generalization | CodeCode Available | 5 |
| 3D Segmentation with Fully Trainable Gabor Kernels and Pearson's Correlation Coefficient | Jan 10, 2022 | Deep LearningImage Segmentation | —Unverified | 0 |
| Language-driven Semantic Segmentation | Jan 10, 2022 | DescriptiveFew-Shot Semantic Segmentation | CodeCode Available | 2 |
| Neuroplastic graph attention networks for nuclei segmentation in histopathology images | Jan 10, 2022 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Box2Seg: Learning Semantics of 3D Point Clouds with Box-Level Supervision | Jan 9, 2022 | Semantic Segmentation | —Unverified | 0 |
| CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation | Jan 8, 2022 | Brain SegmentationDomain Adaptation | CodeCode Available | 1 |
| Relieving Long-tailed Instance Segmentation via Pairwise Class Balance | Jan 8, 2022 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| QuadTree Attention for Vision Transformers | Jan 8, 2022 | object-detectionObject Detection | CodeCode Available | 2 |
| Reconfigurable Intelligent Surface Enabled Spatial Multiplexing with Fully Convolutional Network | Jan 8, 2022 | Semantic Segmentation | —Unverified | 0 |
| MARIDA: A benchmark for Marine Debris detection from Sentinel-2 remote sensing data | Jan 7, 2022 | Image SegmentationMulti-Label Classification | CodeCode Available | 1 |
| GPU-Net: Lightweight U-Net with more diverse features | Jan 7, 2022 | GPUImage Segmentation | CodeCode Available | 1 |
| FogAdapt: Self-Supervised Domain Adaptation for Semantic Segmentation of Foggy Images | Jan 7, 2022 | Domain AdaptationFoggy Scene Segmentation | —Unverified | 0 |
| Effect of Prior-based Losses on Segmentation Performance: A Benchmark | Jan 7, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items | Jan 7, 2022 | Bayesian InferenceDecoder | CodeCode Available | 0 |
| Multiresolution Fully Convolutional Networks to detect Clouds and Snow through Optical Satellite Images | Jan 7, 2022 | Cloud DetectionSemantic Segmentation | —Unverified | 0 |
| HyperionSolarNet: Solar Panel Detection from Aerial Images | Jan 6, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
