| Cerberus Transformer: Joint Semantic, Affordance and Attribute Parsing | Nov 24, 2021 | AttributeScene Understanding | CodeCode Available | 1 |
| Causality-inspired Single-source Domain Generalization for Medical Image Segmentation | Nov 24, 2021 | Data AugmentationDomain Generalization | CodeCode Available | 1 |
| ATLANTIS: A Benchmark for Semantic Segmentation of Waterbody Images | Nov 22, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Improving Semantic Image Segmentation via Label Fusion in Semantically Textured Meshes | Nov 22, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Depth-aware Object Segmentation and Grasp Detection for Robotic Picking Tasks | Nov 22, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| PointMixer: MLP-Mixer for Point Cloud Understanding | Nov 22, 2021 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 1 |
| FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks | Nov 22, 2021 | BenchmarkingFederated Learning | CodeCode Available | 1 |
| One-shot Weakly-Supervised Segmentation in Medical Images | Nov 21, 2021 | DenoisingImage Segmentation | CodeCode Available | 1 |
| FAMINet: Learning Real-time Semi-supervised Video Object Segmentation with Steepest Optimized Optical Flow | Nov 20, 2021 | Optical Flow EstimationSegmentation | CodeCode Available | 1 |
| Bi-Mix: Bidirectional Mixing for Domain Adaptive Nighttime Semantic Segmentation | Nov 19, 2021 | Autonomous DrivingImage Relighting | CodeCode Available | 1 |
| DSPoint: Dual-scale Point Cloud Recognition with High-frequency Fusion | Nov 19, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation | Nov 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Panoptic Segmentation: A Review | Nov 19, 2021 | Autonomous DrivingCrowd Counting | CodeCode Available | 1 |
| TransMix: Attend to Mix for Vision Transformers | Nov 18, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Rethinking Dilated Convolution for Real-time Semantic Segmentation | Nov 18, 2021 | DecoderGPU | CodeCode Available | 1 |
| Swin Transformer V2: Scaling Up Capacity and Resolution | Nov 18, 2021 | Action Classificationimage-classification | CodeCode Available | 1 |
| SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining | Nov 17, 2021 | Contrastive LearningImage Restoration | CodeCode Available | 1 |
| DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds | Nov 16, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| iBOT: Image BERT Pre-Training with Online Tokenizer | Nov 15, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| D2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | Multi-Object Tracking and SegmentationSegmentation | CodeCode Available | 1 |
| D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Co-segmentation Inspired Attention Module for Video-based Computer Vision Tasks | Nov 14, 2021 | Action ClassificationObject | CodeCode Available | 1 |
| Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2 | Nov 12, 2021 | Deep LearningInstance Segmentation | CodeCode Available | 1 |
| The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos | Nov 11, 2021 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Indian Licence Plate Dataset in the wild | Nov 11, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Probabilistic Contrastive Learning for Domain Adaptation | Nov 11, 2021 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Masked Autoencoders Are Scalable Vision Learners | Nov 11, 2021 | DecoderDomain Generalization | CodeCode Available | 1 |
| Dense Unsupervised Learning for Video Segmentation | Nov 11, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Mixed Transformer U-Net For Medical Image Segmentation | Nov 8, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| ROFT: Real-Time Optical Flow-Aided 6D Object Pose and Velocity Tracking | Nov 6, 2021 | 6D Pose Estimation using RGBHand Pose Estimation | CodeCode Available | 1 |
| Segmentation of 2D Brain MR Images | Nov 5, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network | Nov 5, 2021 | Camouflaged Object SegmentationImage Segmentation | CodeCode Available | 1 |
| EditGAN: High-Precision Semantic Image Editing | Nov 4, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image | Nov 3, 2021 | GPUImage Segmentation | CodeCode Available | 1 |
| Partial supervision for the FeTA challenge 2021 | Nov 3, 2021 | Brain SegmentationImage Segmentation | CodeCode Available | 1 |
| Panoptic 3D Scene Reconstruction From a Single RGB Image | Nov 3, 2021 | 2D Panoptic Segmentation3D Instance Segmentation | CodeCode Available | 1 |
| Exploring the Semi-supervised Video Object Segmentation Problem from a Cyclic Perspective | Nov 2, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation | Nov 1, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| PointNu-Net: Keypoint-assisted Convolutional Neural Network for Simultaneous Multi-tissue Histology Nuclei Segmentation and Classification | Nov 1, 2021 | ClassificationDiversity | CodeCode Available | 1 |
| Unsupervised Foreground Extraction via Deep Region Competition | Oct 29, 2021 | Image SegmentationInductive Bias | CodeCode Available | 1 |
| BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation | Oct 27, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Regularized Frank-Wolfe for Dense CRFs: Generalizing Mean Field and Beyond | Oct 27, 2021 | Semantic Segmentation | CodeCode Available | 1 |
| A Survey of Self-Supervised and Few-Shot Object Detection | Oct 27, 2021 | Few-Shot Object DetectionInstance Segmentation | CodeCode Available | 1 |
| Mosaicking to Distill: Knowledge Distillation from Out-of-Domain Data | Oct 27, 2021 | Knowledge DistillationSemantic Segmentation | CodeCode Available | 1 |
| Boundary Guided Context Aggregation for Semantic Segmentation | Oct 27, 2021 | Boundary DetectionSemantic Segmentation | CodeCode Available | 1 |
| FTNet: Feature Transverse Network for Thermal Image Semantic Segmentation | Oct 26, 2021 | BenchmarkingScene Segmentation | CodeCode Available | 1 |
| ClaSP - Time Series Segmentation | Oct 26, 2021 | Change Point DetectionSegmentation | CodeCode Available | 1 |
| Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI -Should Different Clinical Objectives Mandate Different Loss Functions? | Oct 25, 2021 | AnatomyDiagnostic | CodeCode Available | 1 |
| AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation | Oct 24, 2021 | Optical Flow EstimationSegmentation | CodeCode Available | 1 |
| MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited Labels | Oct 23, 2021 | Decoderimage-classification | CodeCode Available | 1 |
