| Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation | Apr 2, 2021 | 3D geometryDecoder | CodeCode Available | 1 |
| A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery | Apr 2, 2021 | Decision MakingSemantic Segmentation | CodeCode Available | 1 |
| Anytime Dense Prediction with Confidence Adaptivity | Apr 1, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Linear Semantics in Generative Adversarial Networks | Apr 1, 2021 | Semantic Segmentation | CodeCode Available | 1 |
| Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective | Mar 31, 2021 | Contrastive LearningObject | CodeCode Available | 1 |
| Scale-aware Automatic Augmentation for Object Detection | Mar 31, 2021 | Data AugmentationInstance Segmentation | CodeCode Available | 1 |
| Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation | Mar 31, 2021 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| FAPIS: A Few-shot Anchor-free Part-based Instance Segmenter | Mar 31, 2021 | Few-shot Instance SegmentationFew-Shot Learning | CodeCode Available | 1 |
| FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation | Mar 31, 2021 | Hard AttentionImage Segmentation | CodeCode Available | 1 |
| Is segmentation uncertainty useful? | Mar 30, 2021 | Active LearningImage Segmentation | CodeCode Available | 1 |
| Multi-View Radar Semantic Segmentation | Mar 30, 2021 | Autonomous Drivingobject-detection | CodeCode Available | 1 |
| PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering | Mar 30, 2021 | ClusteringInductive Bias | CodeCode Available | 1 |
| Self-Guided and Cross-Guided Learning for Few-Shot Segmentation | Mar 30, 2021 | Few-Shot Semantic SegmentationImage Segmentation | CodeCode Available | 1 |
| Distribution Alignment: A Unified Framework for Long-tail Visual Recognition | Mar 30, 2021 | General Classificationimage-classification | CodeCode Available | 1 |
| Boundary IoU: Improving Object-Centric Image Segmentation Evaluation | Mar 30, 2021 | Image SegmentationObject | CodeCode Available | 1 |
| Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation | Mar 29, 2021 | Domain AdaptationScene Segmentation | CodeCode Available | 1 |
| CateNorm: Categorical Normalization for Robust Medical Image Segmentation | Mar 29, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Enhanced Boundary Learning for Glass-like Object Segmentation | Mar 29, 2021 | DecoderObject | CodeCode Available | 1 |
| Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers | Mar 29, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Panoptic-PolarNet: Proposal-free LiDAR Point Cloud Panoptic Segmentation | Mar 27, 2021 | ClusteringInstance Segmentation | CodeCode Available | 1 |
| Bidirectional Projection Network for Cross Dimension Scene Understanding | Mar 26, 2021 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 1 |
| Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation | Mar 26, 2021 | ObjectSegmentation | CodeCode Available | 1 |
| Multimodal Knowledge Expansion | Mar 26, 2021 | DenoisingKnowledge Distillation | CodeCode Available | 1 |
| Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings | Mar 26, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Video Instance Segmentation with a Propose-Reduce Paradigm | Mar 25, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Evidential fully convolutional network for semantic segmentation | Mar 25, 2021 | DecoderScene Parsing | CodeCode Available | 1 |
| Learning Versatile Neural Architectures by Propagating Network Codes | Mar 24, 2021 | Image SegmentationNeural Architecture Search | CodeCode Available | 1 |
| Efficient Regional Memory Network for Video Object Segmentation | Mar 24, 2021 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| Region Similarity Representation Learning | Mar 24, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| Diverse Branch Block: Building a Convolution as an Inception-like Unit | Mar 24, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| OFFSEG: A Semantic Segmentation Framework For Off-Road Driving | Mar 23, 2021 | Scene UnderstandingSegmentation | CodeCode Available | 1 |
| Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers | Mar 23, 2021 | Amodal Instance SegmentationBoundary Detection | CodeCode Available | 1 |
| Scaling Local Self-Attention for Parameter Efficient Visual Backbones | Mar 23, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| CFPNet: Channel-wise Feature Pyramid for Real-Time Semantic Segmentation | Mar 22, 2021 | Autonomous DrivingGPU | CodeCode Available | 1 |
| Video Class Agnostic Segmentation Benchmark for Autonomous Driving | Mar 19, 2021 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 |
| Efficient Visual Pretraining with Contrastive Detection | Mar 19, 2021 | Semantic SegmentationTransfer Learning | CodeCode Available | 1 |
| A Location-Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation | Mar 18, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| 3D Human Pose Estimation with Spatial and Temporal Transformers | Mar 18, 2021 | 3D Human Pose Estimationimage-classification | CodeCode Available | 1 |
| RangeDet:In Defense of Range View for LiDAR-based 3D Object Detection | Mar 18, 2021 | 3D Object Detectionobject-detection | CodeCode Available | 1 |
| Investigate Indistinguishable Points in Semantic Segmentation of 3D Point Cloud | Mar 18, 2021 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| SG-Net: Spatial Granularity Network for One-Stage Video Instance Segmentation | Mar 18, 2021 | Head DetectionInstance Segmentation | CodeCode Available | 1 |
| LRGNet: Learnable Region Growing for Class-Agnostic Point Cloud Segmentation | Mar 16, 2021 | Instance SegmentationMORPH | CodeCode Available | 1 |
| BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation | Mar 16, 2021 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation | Mar 16, 2021 | Adversarial AttackObject | CodeCode Available | 1 |
| Track to Detect and Segment: An Online Multi-Object Tracker | Mar 16, 2021 | 3D Multi-Object TrackingInstance Segmentation | CodeCode Available | 1 |
| Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation | Mar 15, 2021 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation | Mar 15, 2021 | Data AugmentationKnowledge Distillation | CodeCode Available | 1 |
| Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation | Mar 15, 2021 | Cardiac SegmentationContrastive Learning | CodeCode Available | 1 |
| Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion | Mar 14, 2021 | Interactive Video Object SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion | Mar 12, 2021 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
