| DaViT: Dual Attention Vision Transformers | Apr 7, 2022 | Computational EfficiencyImage Classification | CodeCode Available | 2 |
| Pin the Memory: Learning to Generalize Semantic Segmentation | Apr 7, 2022 | Domain GeneralizationMeta-Learning | CodeCode Available | 1 |
| Task-Aware Active Learning for Endoscopic Image Analysis | Apr 7, 2022 | Active LearningDepth Estimation | CodeCode Available | 0 |
| SMDT: Cross-View Geo-Localization with Image Alignment and Transformer | Apr 6, 2022 | geo-localizationSegmentation | CodeCode Available | 0 |
| PlutoNet: An Efficient Polyp Segmentation Network with Modified Partial Decoder and Decoder Consistency Training | Apr 6, 2022 | DecoderImage Segmentation | —Unverified | 0 |
| Instance Segmentation of Unlabeled Modalities via Cyclic Segmentation GAN | Apr 6, 2022 | Generative Adversarial NetworkImage Segmentation | —Unverified | 0 |
| End-to-End Instance Edge Detection | Apr 6, 2022 | DecoderEdge Detection | —Unverified | 0 |
| Demonstrate Once, Imitate Immediately (DOME): Learning Visual Servoing for One-Shot Imitation Learning | Apr 6, 2022 | Imitation LearningObject | —Unverified | 0 |
| Implicit Motion-Compensated Network for Unsupervised Video Object Segmentation | Apr 6, 2022 | Motion CompensationSemantic Segmentation | CodeCode Available | 0 |
| An Empirical Study of Remote Sensing Pretraining | Apr 6, 2022 | Aerial Scene ClassificationBuilding change detection for remote sensing images | CodeCode Available | 2 |
| Koopman-based spectral clustering of directed and time-evolving graphs | Apr 6, 2022 | ClusteringImage Segmentation | —Unverified | 0 |
| FocalClick: Towards Practical Interactive Image Segmentation | Apr 6, 2022 | Image SegmentationInteractive Segmentation | CodeCode Available | 2 |
| Domain-Agnostic Prior for Transfer Semantic Segmentation | Apr 6, 2022 | Domain AdaptationRepresentation Learning | —Unverified | 0 |
| Super-resolved multi-temporal segmentation with deep permutation-invariant networks | Apr 6, 2022 | Image ReconstructionImage Super-Resolution | —Unverified | 0 |
| Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation | Apr 6, 2022 | Domain GeneralizationHallucination | CodeCode Available | 1 |
| PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model | Apr 6, 2022 | DecoderReal-Time Semantic Segmentation | —Unverified | 0 |
| Region Rebalance for Long-Tailed Semantic Segmentation | Apr 5, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Real-time Hyperspectral Imaging in Hardware via Trained Metasurface Encoders | Apr 5, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Semi-supervised Semantic Segmentation with Error Localization Network | Apr 5, 2022 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| Birds of A Feather Flock Together: Category-Divergence Guidance for Domain Adaptive Segmentation | Apr 5, 2022 | Domain AdaptationRoad Segmentation | —Unverified | 0 |
| A deep learning framework for the detection and quantification of drusen and reticular pseudodrusen on optical coherence tomography | Apr 5, 2022 | ClassificationImage Segmentation | —Unverified | 0 |
| Federated Cross Learning for Medical Image Segmentation | Apr 5, 2022 | Ensemble LearningFederated Learning | CodeCode Available | 1 |
| A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation | Apr 5, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Lightweight HDR Camera ISP for Robust Perception in Dynamic Illumination Conditions via Fourier Adversarial Networks | Apr 4, 2022 | Image Enhancementobject-detection | —Unverified | 0 |
| Revisiting Near/Remote Sensing with Geospatial Attention | Apr 4, 2022 | Image SegmentationSegmentation | —Unverified | 0 |
