| TVConv: Efficient Translation Variant Convolution for Layout-aware Visual Processing | Mar 20, 2022 | Face RecognitionImage Segmentation | CodeCode Available | 1 |
| ESS: Learning Event-based Semantic Segmentation from Still Images | Mar 18, 2022 | Domain AdaptationEvent-based Object Segmentation | CodeCode Available | 1 |
| Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation | Mar 18, 2022 | Image-to-Image TranslationSegmentation | CodeCode Available | 1 |
| Local-Global Context Aware Transformer for Language-Guided Video Segmentation | Mar 18, 2022 | Referring Expression SegmentationReferring Video Object Segmentation | CodeCode Available | 1 |
| Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation | Mar 18, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| DATA: Domain-Aware and Task-Aware Self-supervised Learning | Mar 17, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation | Mar 17, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| TO-Scene: A Large-scale Dataset for Understanding 3D Tabletop Scenes | Mar 17, 2022 | 3D Semantic Segmentationobject-detection | CodeCode Available | 1 |
| PanoFormer: Panorama Transformer for Indoor 360 Depth Estimation | Mar 17, 2022 | Depth EstimationSemantic Segmentation | CodeCode Available | 1 |
| 3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation | Mar 16, 2022 | HippocampusImage Segmentation | CodeCode Available | 1 |
| Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image Segmentation | Mar 16, 2022 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Point-Unet: A Context-aware Point-based Neural Network for Volumetric Segmentation | Mar 16, 2022 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Data Efficient 3D Learner via Knowledge Transferred from 2D Model | Mar 16, 2022 | Pseudo LabelSegmentation | CodeCode Available | 1 |
| Deep learning for radar data exploitation of autonomous vehicle | Mar 15, 2022 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation | Mar 15, 2022 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| SATS: Self-Attention Transfer for Continual Semantic Segmentation | Mar 15, 2022 | Continual Semantic SegmentationKnowledge Distillation | CodeCode Available | 1 |
| TransCAM: Transformer Attention-based CAM Refinement for Weakly Supervised Semantic Segmentation | Mar 14, 2022 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| Implicit Motion Handling for Video Camouflaged Object Detection | Mar 14, 2022 | Camouflaged Object SegmentationMotion Estimation | CodeCode Available | 1 |
| CAR: Class-aware Regularizations for Semantic Segmentation | Mar 14, 2022 | Representation LearningSemantic Segmentation | CodeCode Available | 1 |
| Active Token Mixer | Mar 11, 2022 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI | Mar 11, 2022 | BenchmarkingData Augmentation | CodeCode Available | 1 |
| Hyperbolic Image Segmentation | Mar 11, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Representation Compensation Networks for Continual Semantic Segmentation | Mar 10, 2022 | Class Incremental LearningContinual Learning | CodeCode Available | 1 |
| Contrastive Boundary Learning for Point Cloud Segmentation | Mar 10, 2022 | Point Cloud SegmentationSegmentation | CodeCode Available | 1 |
| On-the-Fly Test-time Adaptation for Medical Image Segmentation | Mar 10, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Temporal Context for Robust Maritime Obstacle Detection | Mar 10, 2022 | ObjectPanoptic Segmentation | CodeCode Available | 1 |
| PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation | Mar 9, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline | Mar 8, 2022 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| End-to-End Semi-Supervised Learning for Video Action Detection | Mar 8, 2022 | Action DetectionClassification Consistency | CodeCode Available | 1 |
| RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation | Mar 8, 2022 | ClassificationInstance Segmentation | CodeCode Available | 1 |
| Semantic Segmentation in Art Paintings | Mar 7, 2022 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Stepwise Feature Fusion: Local Guides Global | Mar 7, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation | Mar 6, 2022 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| Multi-class Token Transformer for Weakly Supervised Semantic Segmentation | Mar 6, 2022 | ObjectObject Localization | CodeCode Available | 1 |
| Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic Segmentation | Mar 5, 2022 | Data AugmentationPseudo Label | CodeCode Available | 1 |
| Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation | Mar 3, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Instance Segmentation for Autonomous Log Grasping in Forestry Operations | Mar 3, 2022 | Inductive BiasInstance Segmentation | CodeCode Available | 1 |
| CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision | Mar 3, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| HOI4D: A 4D Egocentric Dataset for Category-Level Human-Object Interaction | Mar 3, 2022 | Action SegmentationBenchmarking | CodeCode Available | 1 |
| Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels | Mar 3, 2022 | Anomaly DetectionCardiac Segmentation | CodeCode Available | 1 |
| Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation | Mar 2, 2022 | Domain AdaptationScene Understanding | CodeCode Available | 1 |
| Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation | Mar 2, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| A Unified Query-based Paradigm for Point Cloud Understanding | Mar 2, 2022 | Autonomous Drivingobject-detection | CodeCode Available | 1 |
| Contextual Attention Network: Transformer Meets U-Net | Mar 2, 2022 | ArticlesImage Segmentation | CodeCode Available | 1 |
| MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks | Mar 2, 2022 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 |
| Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation | Mar 2, 2022 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| An attention-based U-Net for detecting deforestation within satellite sensor imagery | Mar 1, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training | Feb 28, 2022 | GPUInstance Segmentation | CodeCode Available | 1 |
| One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification | Feb 28, 2022 | AllCell Detection | CodeCode Available | 1 |
| FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving | Feb 28, 2022 | Autonomous DrivingDomain Generalization | CodeCode Available | 1 |
