| ShapeConv: Shape-aware Convolutional Layer for Indoor RGB-D Semantic Segmentation | Aug 24, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Real-Time Monocular Human Depth Estimation and Segmentation on Embedded Systems | Aug 24, 2021 | Collision AvoidanceDecoder | CodeCode Available | 1 |
| Efficient Medical Image Segmentation Based on Knowledge Distillation | Aug 23, 2021 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 |
| A Weakly Supervised Amodal Segmenter with Boundary Uncertainty Estimation | Aug 23, 2021 | Amodal Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| A Technical Survey and Evaluation of Traditional Point Cloud Clustering Methods for LiDAR Panoptic Segmentation | Aug 21, 2021 | Autonomous DrivingClustering | CodeCode Available | 1 |
| BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online Policies | Aug 20, 2021 | Instance SegmentationPedestrian Detection | CodeCode Available | 1 |
| Trans4Trans: Efficient Transformer for Transparent Object and Semantic Scene Segmentation in Real-World Navigation Assistance | Aug 20, 2021 | DecoderGPU | CodeCode Available | 1 |
| CenterPoly: real-time instance segmentation using bounding polygons | Aug 19, 2021 | Instance SegmentationReal-time Instance Segmentation | CodeCode Available | 1 |
| VIL-100: A New Dataset and A Baseline Model for Video Instance Lane Detection | Aug 19, 2021 | Autonomous DrivingLane Detection | CodeCode Available | 1 |
| Multi-Anchor Active Domain Adaptation for Semantic Segmentation | Aug 18, 2021 | Active LearningDomain Adaptation | CodeCode Available | 1 |
| Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs | Aug 17, 2021 | Data AugmentationPosition | CodeCode Available | 1 |
| Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks | Aug 17, 2021 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| KITTI-CARLA: a KITTI-like dataset generated by CARLA Simulator | Aug 17, 2021 | Semantic SegmentationTransfer Learning | CodeCode Available | 1 |
| spectrai: A deep learning framework for spectral data | Aug 17, 2021 | Deep LearningDenoising | CodeCode Available | 1 |
| Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised Segmentation | Aug 17, 2021 | DiversityImage Segmentation | CodeCode Available | 1 |
| PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation | Aug 16, 2021 | Domain Adaptationobject-detection | CodeCode Available | 1 |
| FaPN: Feature-aligned Pyramid Network for Dense Image Prediction | Aug 16, 2021 | feature selectionPrediction | CodeCode Available | 1 |
| Towards unconstrained joint hand-object reconstruction from RGB videos | Aug 16, 2021 | 3D Hand Pose Estimation3D Reconstruction | CodeCode Available | 1 |
| Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation | Aug 16, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic Segmentation | Aug 16, 2021 | Conditional Image GenerationSegmentation | CodeCode Available | 1 |
| Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery | Aug 16, 2021 | Building change detection for remote sensing imagesChange detection for remote sensing images | CodeCode Available | 1 |
| PnP-3D: A Plug-and-Play for 3D Point Clouds | Aug 16, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Real-time Human-Centric Segmentation for Complex Video Scenes | Aug 16, 2021 | Human Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| SOTR: Segmenting Objects with Transformers | Aug 15, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| The Marine Debris Dataset for Forward-Looking Sonar Semantic Segmentation | Aug 15, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Stacked Hourglass Network with a Multi-level Attention Mechanism: Where to Look for Intervertebral Disc Labeling | Aug 14, 2021 | Pose EstimationSemantic Segmentation | CodeCode Available | 1 |
| A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot Segmentation | Aug 14, 2021 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Dual Path Learning for Domain Adaptation of Semantic Segmentation | Aug 13, 2021 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| Local Patch Network with Global Attention for Infrared Small Target Detection | Aug 13, 2021 | Deep LearningSemantic Segmentation | CodeCode Available | 1 |
| Effective semantic segmentation in Cataract Surgery: What matters most? | Aug 13, 2021 | 2D Semantic Segmentation task 1 (8 classes)2D Semantic Segmentation task 2 (17 classes) | CodeCode Available | 1 |
| PVT: Point-Voxel Transformer for Point Cloud Learning | Aug 13, 2021 | 3D Object Detection3D Part Segmentation | CodeCode Available | 1 |
| DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange | Aug 13, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds | Aug 13, 2021 | ClassificationGeneralized Zero-Shot Learning | CodeCode Available | 1 |
| EEEA-Net: An Early Exit Evolutionary Neural Architecture Search | Aug 13, 2021 | GPUImage Classification | CodeCode Available | 1 |
| Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks | Aug 13, 2021 | Autonomous Drivingobject-detection | CodeCode Available | 1 |
| Memory-based Semantic Segmentation for Off-road Unstructured Natural Environments | Aug 12, 2021 | Autonomous DrivingSegmentation | CodeCode Available | 1 |
| Learning Deep Multimodal Feature Representation with Asymmetric Multi-layer Fusion | Aug 11, 2021 | Representation LearningSemantic Segmentation | CodeCode Available | 1 |
| Zero-Shot Day-Night Domain Adaptation with a Physics Prior | Aug 11, 2021 | Domain AdaptationImage Retrieval | CodeCode Available | 1 |
| A Real-Time Online Learning Framework for Joint 3D Reconstruction and Semantic Segmentation of Indoor Scenes | Aug 11, 2021 | 3D ReconstructionSemantic Segmentation | CodeCode Available | 1 |
| Deep Metric Learning for Open World Semantic Segmentation | Aug 10, 2021 | Autonomous DrivingFew-Shot Learning | CodeCode Available | 1 |
| Automated Olfactory Bulb Segmentation on High Resolutional T2-Weighted MRI | Aug 9, 2021 | Deep LearningSegmentation | CodeCode Available | 1 |
| Complementary Patch for Weakly Supervised Semantic Segmentation | Aug 9, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Towards to Robust and Generalized Medical Image Segmentation Framework | Aug 9, 2021 | Image ReconstructionImage Segmentation | CodeCode Available | 1 |
| RECALL: Replay-based Continual Learning in Semantic Segmentation | Aug 8, 2021 | Continual LearningGenerative Adversarial Network | CodeCode Available | 1 |
| Context-Aware Mixup for Domain Adaptive Semantic Segmentation | Aug 8, 2021 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| Joint Inductive and Transductive Learning for Video Object Segmentation | Aug 8, 2021 | Inductive LearningObject | CodeCode Available | 1 |
| Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation | Aug 7, 2021 | Cardiac SegmentationData Augmentation | CodeCode Available | 1 |
| Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer | Aug 6, 2021 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Bird's-Eye-View Panoptic Segmentation Using Monocular Frontal View Images | Aug 6, 2021 | Depth EstimationPanoptic Segmentation | CodeCode Available | 1 |
| Learning Meta-class Memory for Few-Shot Semantic Segmentation | Aug 6, 2021 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
