| Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations | Jul 11, 2022 | ClusteringObject | CodeCode Available | 1 |
| Personalizing Federated Medical Image Segmentation via Local Calibration | Jul 11, 2022 | channel selectionFederated Learning | CodeCode Available | 1 |
| Efficient Multi-Task RGB-D Scene Analysis for Indoor Environments | Jul 10, 2022 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| Depthformer : Multiscale Vision Transformer For Monocular Depth Estimation With Local Global Information Fusion | Jul 10, 2022 | DecoderDepth Estimation | CodeCode Available | 1 |
| Mining Discriminative Food Regions for Accurate Food Recognition | Jul 8, 2022 | Food RecognitionSemantic Segmentation | CodeCode Available | 1 |
| kMaX-DeepLab: k-means Mask Transformer | Jul 8, 2022 | ClusteringObject Detection | CodeCode Available | 1 |
| Mirror Complementary Transformer Network for RGB-thermal Salient Object Detection | Jul 7, 2022 | Autonomous Drivingobject-detection | CodeCode Available | 1 |
| TFCNs: A CNN-Transformer Hybrid Network for Medical Image Segmentation | Jul 7, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Domain Adaptive Video Segmentation via Temporal Pseudo Supervision | Jul 6, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound | Jul 6, 2022 | LV SegmentationSegmentation | CodeCode Available | 1 |
| DenseHybrid: Hybrid Anomaly Detection for Dense Open-set Recognition | Jul 6, 2022 | Anomaly DetectionOpen Set Learning | CodeCode Available | 1 |
| GFNet: Geometric Flow Network for 3D Point Cloud Semantic Segmentation | Jul 6, 2022 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 1 |
| Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation | Jul 6, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| OSFormer: One-Stage Camouflaged Instance Segmentation with Transformers | Jul 5, 2022 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface Estimation | Jul 5, 2022 | GPUInstance Segmentation | CodeCode Available | 1 |
| Open-world Semantic Segmentation for LIDAR Point Clouds | Jul 4, 2022 | Autonomous DrivingIncremental Learning | CodeCode Available | 1 |
| Towards Robust Referring Video Object Segmentation with Cyclic Relational Consensus | Jul 4, 2022 | Referring Expression SegmentationReferring Video Object Segmentation | CodeCode Available | 1 |
| WaferSegClassNet -- A Light-weight Network for Classification and Segmentation of Semiconductor Wafer Defects | Jul 3, 2022 | ClassificationSegmentation | CodeCode Available | 1 |
| Towards Robust Video Object Segmentation with Adaptive Object Calibration | Jul 2, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| Less Is More: A Comparison of Active Learning Strategies for 3D Medical Image Segmentation | Jul 2, 2022 | Active LearningBenchmarking | CodeCode Available | 1 |
| PIAFusion: A progressive infrared and visible image fusion network based on illumination aware | Jul 1, 2022 | Infrared And Visible Image FusionSemantic Segmentation | CodeCode Available | 1 |
| Dissecting Self-Supervised Learning Methods for Surgical Computer Vision | Jul 1, 2022 | Action Triplet RecognitionSelf-Supervised Learning | CodeCode Available | 1 |
| HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object Detection | Jun 30, 2022 | 2D Object Detection3D Object Detection | CodeCode Available | 1 |
| PolarFormer: Multi-camera 3D Object Detection with Polar Transformer | Jun 30, 2022 | 2D Object Detection3D Object Detection | CodeCode Available | 1 |
| The Lighter The Better: Rethinking Transformers in Medical Image Segmentation Through Adaptive Pruning | Jun 29, 2022 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| vMFNet: Compositionality Meets Domain-generalised Segmentation | Jun 29, 2022 | AnatomyImage Segmentation | CodeCode Available | 1 |
| BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image Segmentation | Jun 29, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| SARNet: Semantic Augmented Registration of Large-Scale Urban Point Clouds | Jun 27, 2022 | Semantic Segmentation | CodeCode Available | 1 |
| LaRa: Latents and Rays for Multi-Camera Bird's-Eye-View Semantic Segmentation | Jun 27, 2022 | Autonomous DrivingBird's-Eye View Semantic Segmentation | CodeCode Available | 1 |
| Omni-Seg: A Scale-aware Dynamic Network for Renal Pathological Image Segmentation | Jun 27, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Learn Fast, Segment Well: Fast Object Segmentation Learning on the iCub Robot | Jun 27, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Explicitly incorporating spatial information to recurrent networks for agriculture | Jun 27, 2022 | image-classificationSegmentation | CodeCode Available | 1 |
| CV 3315 Is All You Need : Semantic Segmentation Competition | Jun 25, 2022 | AllDecoder | CodeCode Available | 1 |
| Evidence fusion with contextual discounting for multi-modality medical image segmentation | Jun 23, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| SemMAE: Semantic-Guided Masking for Learning Masked Autoencoders | Jun 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Using the Polar Transform for Efficient Deep Learning-Based Aorta Segmentation in CTA Images | Jun 21, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| MSANet: Multi-Similarity and Attention Guidance for Boosting Few-Shot Segmentation | Jun 20, 2022 | Few-Shot Semantic SegmentationMeta-Learning | CodeCode Available | 1 |
| REVECA -- Rich Encoder-decoder framework for Video Event CAptioner | Jun 18, 2022 | DecoderSemantic Segmentation | CodeCode Available | 1 |
| Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation | Jun 18, 2022 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Learning Implicit Feature Alignment Function for Semantic Segmentation | Jun 17, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learning | Jun 17, 2022 | 2D Semantic SegmentationDepth Estimation | CodeCode Available | 1 |
| AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation | Jun 16, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Balancing Discriminability and Transferability for Source-Free Domain Adaptation | Jun 16, 2022 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Online Segmentation of LiDAR Sequences: Dataset and Algorithm | Jun 16, 2022 | Autonomous VehiclesLIDAR Semantic Segmentation | CodeCode Available | 1 |
| Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels | Jun 16, 2022 | Image SegmentationLearning with noisy labels | CodeCode Available | 1 |
| Patch-level Representation Learning for Self-supervised Vision Transformers | Jun 16, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Simple and Efficient Architectures for Semantic Segmentation | Jun 16, 2022 | Decoderimage-classification | CodeCode Available | 1 |
| Real3D-Aug: Point Cloud Augmentation by Placing Real Objects with Occlusion Handling for 3D Detection and Segmentation | Jun 15, 2022 | 3D Object DetectionData Augmentation | CodeCode Available | 1 |
| How to Reduce Change Detection to Semantic Segmentation | Jun 15, 2022 | Change DetectionScene Change Detection | CodeCode Available | 1 |
| Masked Frequency Modeling for Self-Supervised Visual Pre-Training | Jun 15, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
