| Test-time Batch Statistics Calibration for Covariate Shift | Oct 6, 2021 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| See Yourself in Others: Attending Multiple Tasks for Own Failure Detection | Oct 6, 2021 | Depth EstimationPrediction | —Unverified | 0 |
| Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries | Oct 6, 2021 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| E1D3 U-Net for Brain Tumor Segmentation: Submission to the RSNA-ASNR-MICCAI BraTS 2021 Challenge | Oct 6, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| Long-tailed Distribution Adaptation | Oct 6, 2021 | Domain AdaptationInstance Segmentation | CodeCode Available | 1 |
| A Hybrid Spatial-temporal Deep Learning Architecture for Lane Detection | Oct 5, 2021 | DecoderDeep Learning | —Unverified | 0 |
| Deep Instance Segmentation with Automotive Radar Detection Points | Oct 5, 2021 | Autonomous DrivingClustering | —Unverified | 0 |
| Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation | Oct 5, 2021 | DecoderSegmentation | CodeCode Available | 1 |
| Extensions of Karger's Algorithm: Why They Fail in Theory and How They Are Useful in Practice | Oct 5, 2021 | Gaussian ProcessesImage Segmentation | —Unverified | 0 |
| Feasible Architecture for Quantum Fully Convolutional Networks | Oct 5, 2021 | Semantic Segmentation | —Unverified | 0 |
| Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation | Oct 5, 2021 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| Mix3D: Out-of-Context Data Augmentation for 3D Scenes | Oct 5, 2021 | 3D Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| MetaPix: Domain Transfer for Semantic Segmentation by Meta Pixel Weighting | Oct 5, 2021 | Meta-LearningSegmentation | CodeCode Available | 0 |
| Transfer Learning U-Net Deep Learning for Lung Ultrasound Segmentation | Oct 5, 2021 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Scaling up instance annotation via label propagation | Oct 5, 2021 | Interactive SegmentationObject | —Unverified | 0 |
| Transformer Assisted Convolutional Network for Cell Instance Segmentation | Oct 5, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Pixel-Level Bijective Matching for Video Object Segmentation | Oct 4, 2021 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary | Oct 4, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Differentiable Spline Approximations | Oct 4, 2021 | 3D Point Cloud ReconstructionBIG-bench Machine Learning | —Unverified | 0 |
| A new weakly supervised approach for ALS point cloud semantic segmentation | Oct 4, 2021 | Computational EfficiencySemantic Segmentation | —Unverified | 0 |
| Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control | Oct 3, 2021 | BIG-bench Machine LearningInstance Segmentation | CodeCode Available | 1 |
| Bounding Box Tightness Prior for Weakly Supervised Image Segmentation | Oct 3, 2021 | Image SegmentationMultiple Instance Learning | CodeCode Available | 1 |
| CDRNet: Accurate Cup-to-Disc Ratio Measurement with Tight Bounding Box Supervision in Fundus Photography Using Deep Learning | Oct 3, 2021 | Image SegmentationMultiple Instance Learning | CodeCode Available | 0 |
| Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement | Oct 3, 2021 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 |
| Using Out-of-the-Box Frameworks for Contrastive Unpaired Image Translation for Vestibular Schwannoma and Cochlea Segmentation: An approach for the crossMoDA Challenge | Oct 2, 2021 | Contrastive LearningData Augmentation | —Unverified | 0 |
