| PFENet++: Boosting Few-shot Semantic Segmentation with the Noise-filtered Context-aware Prior Mask | Sep 28, 2021 | Few-Shot Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Deep Structured Instance Graph for Distilling Object Detectors | Sep 27, 2021 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation | Sep 26, 2021 | Data AugmentationDepth Estimation | CodeCode Available | 1 |
| LGD: Label-guided Self-distillation for Object Detection | Sep 23, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| Unseen Object Amodal Instance Segmentation via Hierarchical Occlusion Modeling | Sep 23, 2021 | Amodal Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Semantic Segmentation-assisted Scene Completion for LiDAR Point Clouds | Sep 23, 2021 | 3D Semantic Scene Completion3D Semantic Segmentation | CodeCode Available | 1 |
| Hierarchical Memory Matching Network for Video Object Segmentation | Sep 23, 2021 | ObjectRetrieval | CodeCode Available | 1 |
| Segmentation with mixed supervision: Confidence maximization helps knowledge distillation | Sep 21, 2021 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 |
| CondNet: Conditional Classifier for Scene Segmentation | Sep 21, 2021 | Scene SegmentationSegmentation | CodeCode Available | 1 |
| Mutual Consistency Learning for Semi-supervised Medical Image Segmentation | Sep 21, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement | Sep 20, 2021 | Image-level Supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow | Sep 20, 2021 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 |
| Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling | Sep 19, 2021 | DenoisingDomain Adaptation | CodeCode Available | 1 |
| Efficient Urban-scale Point Clouds Segmentation with BEV Projection | Sep 19, 2021 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| HPTQ: Hardware-Friendly Post Training Quantization | Sep 19, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation | Sep 18, 2021 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| PP-LCNet: A Lightweight CPU Convolutional Neural Network | Sep 17, 2021 | CPUImage Classification | CodeCode Available | 1 |
| A Divide-and-Merge Point Cloud Clustering Algorithm for LiDAR Panoptic Segmentation | Sep 16, 2021 | Autonomous DrivingClustering | CodeCode Available | 1 |
| MISSFormer: An Effective Medical Image Segmentation Transformer | Sep 15, 2021 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 |
| Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation | Sep 15, 2021 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Large-scale Autonomous Flight with Real-time Semantic SLAM under Dense Forest Canopy | Sep 14, 2021 | Autonomous NavigationSemantic Segmentation | CodeCode Available | 1 |
| Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation | Sep 13, 2021 | DecoderDomain Generalization | CodeCode Available | 1 |
| Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based Perception | Sep 12, 2021 | Panoptic SegmentationSegmentation | CodeCode Available | 1 |
| TACS: Taxonomy Adaptive Cross-Domain Semantic Segmentation | Sep 10, 2021 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer | Sep 9, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Is Attention Better Than Matrix Decomposition? | Sep 9, 2021 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| ConvMLP: Hierarchical Convolutional MLPs for Vision | Sep 9, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| FIDNet: LiDAR Point Cloud Semantic Segmentation with Fully Interpolation Decoding | Sep 8, 2021 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 1 |
| nnFormer: Interleaved Transformer for Volumetric Segmentation | Sep 7, 2021 | Image SegmentationInductive Bias | CodeCode Available | 1 |
| Ultra-high Resolution Image Segmentation via Locality-aware Context Fusion and Alternating Local Enhancement | Sep 6, 2021 | Image SegmentationLand Cover Classification | CodeCode Available | 1 |
| Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation | Sep 4, 2021 | DecoderDepth Estimation | CodeCode Available | 1 |
| Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural Networks | Sep 3, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation | Sep 2, 2021 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds | Sep 1, 2021 | 3D Object Detection3D Point Cloud Classification | CodeCode Available | 1 |
| Self-supervised Point Cloud Representation Learning via Separating Mixed Shapes | Sep 1, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Automatic labelling of urban point clouds using data fusion | Aug 31, 2021 | ManagementSegmentation | CodeCode Available | 1 |
| Hire-MLP: Vision MLP via Hierarchical Rearrangement | Aug 30, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| LUAI Challenge 2021 on Learning to Understand Aerial Images | Aug 30, 2021 | Objectobject-detection | CodeCode Available | 1 |
| LIVECell—A large-scale dataset for label-free live cell segmentation | Aug 30, 2021 | Cell SegmentationCultural Vocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Pseudo-mask Matters in Weakly-supervised Semantic Segmentation | Aug 30, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation | Aug 28, 2021 | Data AugmentationDepth Estimation | CodeCode Available | 1 |
| Learning Inner-Group Relations on Point Clouds | Aug 27, 2021 | 3D Classification3D Point Cloud Classification | CodeCode Available | 1 |
| Single-Image Specular Highlight Removal via Real-World Dataset Construction | Aug 27, 2021 | Generative Adversarial NetworkHighlight Detection | CodeCode Available | 1 |
| ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation | Aug 27, 2021 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training | Aug 26, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Re-using Adversarial Mask Discriminators for Test-time Training under Distribution Shifts | Aug 26, 2021 | Continual LearningImage Reconstruction | CodeCode Available | 1 |
| Mining Contextual Information Beyond Image for Semantic Segmentation | Aug 26, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation | Aug 25, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation | Aug 25, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Real-Time Monocular Human Depth Estimation and Segmentation on Embedded Systems | Aug 24, 2021 | Collision AvoidanceDecoder | CodeCode Available | 1 |
