| Multi-Domain Incremental Learning for Semantic Segmentation | Oct 23, 2021 | Incremental LearningScene Segmentation | CodeCode Available | 1 |
| MaskSplit: Self-supervised Meta-learning for Few-shot Semantic Segmentation | Oct 23, 2021 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| UVO Challenge on Video-based Open-World Segmentation 2021: 1st Place Solution | Oct 22, 2021 | Instance SegmentationOptical Flow Estimation | CodeCode Available | 1 |
| IVS3D: An Open Source Framework for Intelligent Video Sampling and Preprocessing to Facilitate 3D Reconstruction | Oct 22, 2021 | 3D ReconstructionOptical Flow Estimation | CodeCode Available | 1 |
| Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation | Oct 22, 2021 | Autonomous DrivingCross-Domain Few-Shot | CodeCode Available | 1 |
| CeyMo: See More on Roads -- A Novel Benchmark Dataset for Road Marking Detection | Oct 22, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Recurrence along Depth: Deep Convolutional Neural Networks with Recurrent Layer Aggregation | Oct 22, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Reimagine BiSeNet for Real-Time Domain Adaptation in Semantic Segmentation | Oct 22, 2021 | Domain AdaptationReal-Time Semantic Segmentation | CodeCode Available | 1 |
| Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation | Oct 21, 2021 | Autonomous VehiclesDomain Adaptation | CodeCode Available | 1 |
| PlaneRecNet: Multi-Task Learning with Cross-Task Consistency for Piece-Wise Plane Detection and Reconstruction from a Single RGB Image | Oct 21, 2021 | DecoderDepth Estimation | CodeCode Available | 1 |
| OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data | Oct 20, 2021 | 3D Semantic SegmentationLiver Segmentation | CodeCode Available | 1 |
| ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning | Oct 20, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| 1st Place Solution for the UVO Challenge on Image-based Open-World Segmentation 2021 | Oct 19, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| Mask-aware IoU for Anchor Assignment in Real-time Instance Segmentation | Oct 19, 2021 | Instance SegmentationReal-time Instance Segmentation | CodeCode Available | 1 |
| HRFormer: High-Resolution Transformer for Dense Prediction | Oct 18, 2021 | Image ClassificationMulti-Person Pose Estimation | CodeCode Available | 1 |
| FEANet: Feature-Enhanced Attention Network for RGB-Thermal Real-time Semantic Segmentation | Oct 18, 2021 | Real-Time Semantic SegmentationSegmentation | CodeCode Available | 1 |
| LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation | Oct 17, 2021 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation | Oct 17, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| The Aircraft Context Dataset: Understanding and Optimizing Data Variability in Aerial Domains | Oct 17, 2021 | Fine-Grained Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite Images | Oct 15, 2021 | Active LearningLand Cover Classification | CodeCode Available | 1 |
| Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation | Oct 15, 2021 | 3D Semantic SegmentationContrastive Learning | CodeCode Available | 1 |
| Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast | Oct 14, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Multi-Layer Pseudo-Supervision for Histopathology Tissue Semantic Segmentation using Patch-level Classification Labels | Oct 14, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Domain Adaptive Semantic Segmentation without Source Data | Oct 13, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation | Oct 13, 2021 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| Continuous Conditional Random Field Convolution for Point Cloud Segmentation | Oct 12, 2021 | Image SegmentationPoint Cloud Segmentation | CodeCode Available | 1 |
| Satellite Image Semantic Segmentation | Oct 12, 2021 | 2D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Vit-GAN: Image-to-image Translation with Vision Transformes and Conditional GANS | Oct 11, 2021 | Image SegmentationImage-to-Image Translation | CodeCode Available | 1 |
| Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning | Oct 11, 2021 | Data AugmentationSemantic Segmentation | CodeCode Available | 1 |
| Revitalizing CNN Attentions via Transformers in Self-Supervised Visual Representation Learning | Oct 11, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training | Oct 11, 2021 | Federated LearningImage Segmentation | CodeCode Available | 1 |
| BuildingNet: Learning to Label 3D Buildings | Oct 11, 2021 | 2k3D Building Mesh Labeling | CodeCode Available | 1 |
| MD Loss: Efficient Training of 3D Seismic Fault Segmentation Network under Sparse Labels by Weakening Anomaly Annotation | Oct 11, 2021 | Fault DetectionImage Segmentation | CodeCode Available | 1 |
| Adaptive Early-Learning Correction for Segmentation from Noisy Annotations | Oct 7, 2021 | ClassificationMedical Image Segmentation | CodeCode Available | 1 |
| E1D3 U-Net for Brain Tumor Segmentation: Submission to the RSNA-ASNR-MICCAI BraTS 2021 Challenge | Oct 6, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| Long-tailed Distribution Adaptation | Oct 6, 2021 | Domain AdaptationInstance Segmentation | CodeCode Available | 1 |
| Clustering Plotted Data by Image Segmentation | Oct 6, 2021 | ClusteringImage Segmentation | CodeCode Available | 1 |
| Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries | Oct 6, 2021 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation | Oct 5, 2021 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| Transfer Learning U-Net Deep Learning for Lung Ultrasound Segmentation | Oct 5, 2021 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Transformer Assisted Convolutional Network for Cell Instance Segmentation | Oct 5, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation | Oct 5, 2021 | DecoderSegmentation | CodeCode Available | 1 |
| Mix3D: Out-of-Context Data Augmentation for 3D Scenes | Oct 5, 2021 | 3D Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Pixel-Level Bijective Matching for Video Object Segmentation | Oct 4, 2021 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement | Oct 3, 2021 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 |
| Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control | Oct 3, 2021 | BIG-bench Machine LearningInstance Segmentation | CodeCode Available | 1 |
| Bounding Box Tightness Prior for Weakly Supervised Image Segmentation | Oct 3, 2021 | Image SegmentationMultiple Instance Learning | CodeCode Available | 1 |
| Instance Segmentation Challenge Track Technical Report, VIPriors Workshop at ICCV 2021: Task-Specific Copy-Paste Data Augmentation Method for Instance Segmentation | Oct 1, 2021 | Data AugmentationInstance Segmentation | CodeCode Available | 1 |
| NASViT: Neural Architecture Search for Efficient Vision Transformers with Gradient Conflict aware Supernet Training | Sep 29, 2021 | Data AugmentationImage Classification | CodeCode Available | 1 |
| Training on Polar Image Transformations Improves Biomedical Image Segmentation | Sep 29, 2021 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
