| CitySurfaces: City-Scale Semantic Segmentation of Sidewalk Materials | Jan 6, 2022 | Active LearningManagement | CodeCode Available | 1 |
| On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving | Jan 5, 2022 | Adversarial RobustnessAutonomous Driving | CodeCode Available | 1 |
| Lawin Transformer: Improving Semantic Segmentation Transformer with Multi-Scale Representations via Large Window Attention | Jan 5, 2022 | Decoderimage-classification | CodeCode Available | 1 |
| Weakly-supervised continual learning for class-incremental segmentation | Jan 4, 2022 | Continual LearningPseudo Label | CodeCode Available | 1 |
| DIAL: Deep Interactive and Active Learning for Semantic Segmentation in Remote Sensing | Jan 4, 2022 | Active LearningSemantic Segmentation | CodeCode Available | 1 |
| D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation | Jan 3, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Wnet: Audio-Guided Video Object Segmentation via Wavelet-Based Cross-Modal Denoising Networks | Jan 1, 2022 | DecoderDenoising | CodeCode Available | 1 |
| FocusCut: Diving Into a Focus View in Interactive Segmentation | Jan 1, 2022 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 |
| Why Discard if You Can Recycle?: A Recycling Max Pooling Module for 3D Point Cloud Analysis | Jan 1, 2022 | Point Cloud ClassificationSemantic Segmentation | CodeCode Available | 1 |
| Multimodal Material Segmentation | Jan 1, 2022 | Material SegmentationSegmentation | CodeCode Available | 1 |
| Semi-Supervised Video Semantic Segmentation With Inter-Frame Feature Reconstruction | Jan 1, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| ISDNet: Integrating Shallow and Deep Networks for Efficient Ultra-High Resolution Segmentation | Jan 1, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Partial Class Activation Attention for Semantic Segmentation | Jan 1, 2022 | RelationSegmentation | CodeCode Available | 1 |
| Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic Images | Jan 1, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model | Dec 29, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Augmenting Convolutional networks with attention-based aggregation | Dec 27, 2021 | ClassificationImage Classification | CodeCode Available | 1 |
| MSeg: A Composite Dataset for Multi-domain Semantic Segmentation | Dec 27, 2021 | Computational EfficiencyInstance Segmentation | CodeCode Available | 1 |
| ELSA: Enhanced Local Self-Attention for Vision Transformer | Dec 23, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| TagLab: A human-centric AI system for interactive semantic segmentation | Dec 23, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Omni-Seg: A Single Dynamic Network for Multi-label Renal Pathology Image Segmentation using Partially Labeled Data | Dec 23, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| SeMask: Semantically Masked Transformers for Semantic Segmentation | Dec 23, 2021 | DecoderSemantic Segmentation | CodeCode Available | 1 |
| MPViT: Multi-Path Vision Transformer for Dense Prediction | Dec 21, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| iSegFormer: Interactive Segmentation via Transformers with Application to 3D Knee MR Images | Dec 21, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization | Dec 21, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| SOIT: Segmenting Objects with Instance-Aware Transformers | Dec 21, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality | Dec 21, 2021 | Image ClassificationSemantic Segmentation | CodeCode Available | 1 |
| Lite Vision Transformer with Enhanced Self-Attention | Dec 20, 2021 | Panoptic SegmentationSegmentation | CodeCode Available | 1 |
| Image Segmentation Using Text and Image Prompts | Dec 18, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| PeopleSansPeople: A Synthetic Data Generator for Human-Centric Computer Vision | Dec 17, 2021 | Human DetectionPose Estimation | CodeCode Available | 1 |
| MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation Detection | Dec 16, 2021 | Image ManipulationImage Manipulation Detection | CodeCode Available | 1 |
| Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic Segmentation | Dec 16, 2021 | Feature ImportanceScene Understanding | CodeCode Available | 1 |
| HODOR: High-level Object Descriptors for Object Re-segmentation in Video Learned from Static Images | Dec 16, 2021 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| SeqFormer: Sequential Transformer for Video Instance Segmentation | Dec 15, 2021 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Towards General and Efficient Active Learning | Dec 15, 2021 | Active LearningDepth Estimation | CodeCode Available | 1 |
| Decoupling Zero-Shot Semantic Segmentation | Dec 15, 2021 | Open Vocabulary Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic Segmentation | Dec 14, 2021 | Saliency DetectionSegmentation | CodeCode Available | 1 |
| Multi-Modal Temporal Attention Models for Crop Mapping from Satellite Time Series | Dec 14, 2021 | Panoptic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Centroid-UNet: Detecting Centroids in Aerial Images | Dec 13, 2021 | Semantic Segmentation | CodeCode Available | 1 |
| Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI | Dec 13, 2021 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| Semantically Contrastive Learning for Low-light Image Enhancement | Dec 13, 2021 | Contrastive LearningImage Enhancement | CodeCode Available | 1 |
| Boosting Active Learning via Improving Test Performance | Dec 10, 2021 | Active LearningElectron Tomography | CodeCode Available | 1 |
| Attention-based Transformation from Latent Features to Point Clouds | Dec 10, 2021 | Point Cloud CompletionPoint Cloud Generation | CodeCode Available | 1 |
| PyTorch Connectomics: A Scalable and Flexible Segmentation Framework for EM Connectomics | Dec 10, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Implicit Feature Refinement for Instance Segmentation | Dec 9, 2021 | Instance SegmentationObject Recognition | CodeCode Available | 1 |
| A Shared Representation for Photorealistic Driving Simulators | Dec 9, 2021 | Autonomous VehiclesImage Generation | CodeCode Available | 1 |
| Exploring Event-driven Dynamic Context for Accident Scene Segmentation | Dec 9, 2021 | Scene SegmentationSegmentation | CodeCode Available | 1 |
| Fast Point Transformer | Dec 9, 2021 | 3D Semantic SegmentationComputational Efficiency | CodeCode Available | 1 |
| Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation | Dec 9, 2021 | Domain AdaptationOne-shot Unsupervised Domain Adaptation | CodeCode Available | 1 |
| VISOLO: Grid-Based Space-Time Aggregation for Efficient Online Video Instance Segmentation | Dec 8, 2021 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Fully Attentional Network for Semantic Segmentation | Dec 8, 2021 | Computational EfficiencySegmentation | CodeCode Available | 1 |
