| Pri3D: Can 3D Priors Help 2D Representation Learning? | Apr 22, 2021 | Contrastive LearningInstance Segmentation | CodeCode Available | 1 |
| An End-to-End Computer Vision Methodology for Quantitative Metallography | Apr 22, 2021 | Anomaly DetectionImage Inpainting | CodeCode Available | 1 |
| A Closer Look at Self-training for Zero-Label Semantic Segmentation | Apr 21, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras | Apr 21, 2021 | Autonomous DrivingBird's-Eye View Semantic Segmentation | CodeCode Available | 1 |
| Camouflaged Object Segmentation with Distraction Mining | Apr 21, 2021 | Camouflaged Object SegmentationDichotomous Image Segmentation | CodeCode Available | 1 |
| Guided Interactive Video Object Segmentation Using Reliability-Based Attention Maps | Apr 21, 2021 | Interactive SegmentationInteractive Video Object Segmentation | CodeCode Available | 1 |
| Generative Transformer for Accurate and Reliable Salient Object Detection | Apr 20, 2021 | AttributeCamouflaged Object Segmentation | CodeCode Available | 1 |
| CTNet: Context-based Tandem Network for Semantic Segmentation | Apr 20, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Flow-based Video Segmentation for Human Head and Shoulders | Apr 20, 2021 | DecoderImage Matting | CodeCode Available | 1 |
| Distilling Knowledge via Knowledge Review | Apr 19, 2021 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| A Multi-Task Deep Learning Framework for Building Footprint Segmentation | Apr 19, 2021 | Boundary DetectionDeep Learning | CodeCode Available | 1 |
| Towards Open-World Text-Guided Face Image Generation and Manipulation | Apr 18, 2021 | Image GenerationLanguage Modelling | CodeCode Available | 1 |
| Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks | Apr 17, 2021 | ClusteringImage Segmentation | CodeCode Available | 1 |
| RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features | Apr 17, 2021 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| SSPC-Net: Semi-supervised Semantic 3D Point Cloud Segmentation Network | Apr 16, 2021 | Point Cloud SegmentationScene Understanding | CodeCode Available | 1 |
| Advanced Deep Networks for 3D Mitochondria Instance Segmentation | Apr 16, 2021 | 3D Instance SegmentationDenoising | CodeCode Available | 1 |
| A De-raining semantic segmentation network for real-time foreground segmentation | Apr 16, 2021 | DecoderForeground Segmentation | CodeCode Available | 1 |
| A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation | Apr 15, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 |
| HoughNet: Integrating near and long-range evidence for visual detection | Apr 14, 2021 | 3D Object DetectionImage Generation | CodeCode Available | 1 |
| Image Manipulation Detection by Multi-View Multi-Scale Supervision | Apr 14, 2021 | Image ManipulationImage Manipulation Detection | CodeCode Available | 1 |
| Zero-Shot Instance Segmentation | Apr 14, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| ComBiNet: Compact Convolutional Bayesian Neural Network for Image Segmentation | Apr 14, 2021 | Bayesian InferenceDecision Making | CodeCode Available | 1 |
| ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration | Apr 13, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort | Apr 13, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Lite-HRNet: A Lightweight High-Resolution Network | Apr 13, 2021 | Pose EstimationReal-Time Semantic Segmentation | CodeCode Available | 1 |
| Pointly-Supervised Instance Segmentation | Apr 13, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| All you need are a few pixels: semantic segmentation with PixelPick | Apr 13, 2021 | Active LearningAll | CodeCode Available | 1 |
| Crossover Learning for Fast Online Video Instance Segmentation | Apr 13, 2021 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Co-Scale Conv-Attentional Image Transformers | Apr 13, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| DropLoss for Long-Tail Instance Segmentation | Apr 13, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Common Limitations of Image Processing Metrics: A Picture Story | Apr 12, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Visiting the Invisible: Layer-by-Layer Completed Scene Decomposition | Apr 12, 2021 | Instance SegmentationScene Understanding | CodeCode Available | 1 |
| Predicting Pedestrian Crossing Intention with Feature Fusion and Spatio-Temporal Attention | Apr 12, 2021 | Semantic Segmentation | CodeCode Available | 1 |
| Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation | Apr 12, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| An MRF-UNet Product of Experts for Image Segmentation | Apr 12, 2021 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Spatially Varying Label Smoothing: Capturing Uncertainty from Expert Annotations | Apr 12, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| SQN: Weakly-Supervised Semantic Segmentation of Large-Scale 3D Point Clouds | Apr 11, 2021 | Semantic SegmentationSemantic Similarity | CodeCode Available | 1 |
| Location-Sensitive Visual Recognition with Cross-IOU Loss | Apr 11, 2021 | 2D Human Pose EstimationInstance Segmentation | CodeCode Available | 1 |
| Bootstrapping Semantic Segmentation with Regional Contrast | Apr 9, 2021 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| Context-self contrastive pretraining for crop type semantic segmentation | Apr 9, 2021 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| Progressive Semantic Segmentation | Apr 8, 2021 | GPULand Cover Classification | CodeCode Available | 1 |
| Contour Proposal Networks for Biomedical Instance Segmentation | Apr 7, 2021 | Blood Cell DetectionCell Detection | CodeCode Available | 1 |
| 3D-to-2D Distillation for Indoor Scene Parsing | Apr 6, 2021 | Scene ParsingSemantic Parsing | CodeCode Available | 1 |
| Weakly supervised segmentation with cross-modality equivariant constraints | Apr 6, 2021 | Data AugmentationSemantic Segmentation | CodeCode Available | 1 |
| InverseForm: A Loss Function for Structured Boundary-Aware Segmentation | Apr 6, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic Segmentation | Apr 6, 2021 | 3D Semantic SegmentationRelation Network | CodeCode Available | 1 |
| Spatial Feature Calibration and Temporal Fusion for Effective One-stage Video Instance Segmentation | Apr 6, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Robust Trust Region for Weakly Supervised Segmentation | Apr 5, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Hierarchical Image Peeling: A Flexible Scale-space Filtering Framework | Apr 4, 2021 | GPUImage Segmentation | CodeCode Available | 1 |
| Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation | Apr 2, 2021 | ObjectSegmentation | CodeCode Available | 1 |
