| Feature-Proxy Transformer for Few-Shot Segmentation | Oct 13, 2022 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| ConvTransSeg: A Multi-resolution Convolution-Transformer Network for Medical Image Segmentation | Oct 13, 2022 | DecoderImage Segmentation | CodeCode Available | 0 |
| DCANet: Differential Convolution Attention Network for RGB-D Semantic Segmentation | Oct 13, 2022 | Semantic Segmentation | —Unverified | 0 |
| ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation | Oct 13, 2022 | Semantic Segmentation | —Unverified | 0 |
| Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation | Oct 13, 2022 | Few-Shot Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Learning with Style: Continual Semantic Segmentation Across Tasks and Domains | Oct 13, 2022 | Autonomous Drivingclass-incremental learning | —Unverified | 0 |
| Composite Learning for Robust and Effective Dense Predictions | Oct 13, 2022 | Boundary DetectionDepth Estimation | —Unverified | 0 |
| H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection | Oct 13, 2022 | AllAutonomous Driving | CodeCode Available | 1 |
| Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation | Oct 13, 2022 | Class-Incremental Semantic SegmentationContinual Learning | CodeCode Available | 1 |
| Exploring Long-Sequence Masked Autoencoders | Oct 13, 2022 | Object DetectionSegmentation | CodeCode Available | 1 |
| Hierarchical Instance Mixing across Domains in Aerial Segmentation | Oct 12, 2022 | Autonomous DrivingDomain Adaptation | —Unverified | 0 |
| Latency-aware Spatial-wise Dynamic Networks | Oct 12, 2022 | GPUimage-classification | CodeCode Available | 1 |
| ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation | Oct 12, 2022 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| LACV-Net: Semantic Segmentation of Large-Scale Point Cloud Scene via Local Adaptive and Comprehensive VLAD | Oct 12, 2022 | Autonomous DrivingSegmentation | CodeCode Available | 1 |
| Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation | Oct 12, 2022 | Class-Incremental Semantic SegmentationKnowledge Distillation | CodeCode Available | 1 |
| AISFormer: Amodal Instance Segmentation with Transformer | Oct 12, 2022 | Amodal Instance SegmentationDecoder | CodeCode Available | 1 |
| Point Cloud Scene Completion with Joint Color and Semantic Estimation from Single RGB-D Image | Oct 12, 2022 | Deep Reinforcement LearningImage Inpainting | —Unverified | 0 |
| Token-Label Alignment for Vision Transformers | Oct 12, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Self-supervised video pretraining yields robust and more human-aligned visual representations | Oct 12, 2022 | Contrastive Learningobject-detection | —Unverified | 0 |
| Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning | Oct 12, 2022 | Contrastive Learningcross-modal alignment | CodeCode Available | 1 |
| SegViT: Semantic Segmentation with Plain Vision Transformers | Oct 12, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| The Equalization Losses: Gradient-Driven Training for Long-tailed Object Recognition | Oct 11, 2022 | image-classificationImage Classification | CodeCode Available | 2 |
| UGformer for Robust Left Atrium and Scar Segmentation Across Scanners | Oct 11, 2022 | Domain GeneralizationImage Segmentation | —Unverified | 0 |
| TriangleNet: Edge Prior Augmented Network for Semantic Segmentation through Cross-Task Consistency | Oct 11, 2022 | Autonomous DrivingEdge Detection | CodeCode Available | 0 |
| Point Transformer V2: Grouped Vector Attention and Partition-based Pooling | Oct 11, 2022 | 3D Point Cloud Classification3D Semantic Segmentation | CodeCode Available | 2 |
