| Valuing Vicinity: Memory attention framework for context-based semantic segmentation in histopathology | Oct 21, 2022 | DecoderSegmentation | CodeCode Available | 1 |
| Generative Range Imaging for Learning Scene Priors of 3D LiDAR Data | Oct 21, 2022 | DiversityLIDAR Semantic Segmentation | CodeCode Available | 1 |
| Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation | Oct 20, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Self-Supervised Learning with Masked Image Modeling for Teeth Numbering, Detection of Dental Restorations, and Instance Segmentation in Dental Panoramic Radiographs | Oct 20, 2022 | Instance SegmentationSelf-Supervised Learning | CodeCode Available | 1 |
| Towards Sustainable Self-supervised Learning | Oct 20, 2022 | Object DetectionRelation | CodeCode Available | 1 |
| Self-Supervised Learning via Maximum Entropy Coding | Oct 20, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Large-batch Optimization for Dense Visual Predictions | Oct 20, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| p^3VAE: a physics-integrated generative model. Application to the pixel-wise classification of airborne hyperspectral images | Oct 19, 2022 | DisentanglementSemantic Segmentation | CodeCode Available | 1 |
| TOIST: Task Oriented Instance Segmentation Transformer with Noun-Pronoun Distillation | Oct 19, 2022 | Instance SegmentationReferring Expression | CodeCode Available | 1 |
| BirdSoundsDenoising: Deep Visual Audio Denoising for Bird Sounds | Oct 18, 2022 | Audio DenoisingDenoising | CodeCode Available | 1 |
| Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel Logistics | Oct 18, 2022 | 3D Object Detection3D Reconstruction | CodeCode Available | 1 |
| A Tri-Layer Plugin to Improve Occluded Detection | Oct 18, 2022 | Instance SegmentationObject | CodeCode Available | 1 |
| Intra-Source Style Augmentation for Improved Domain Generalization | Oct 18, 2022 | Autonomous DrivingDiversity | CodeCode Available | 1 |
| Improving Object-centric Learning with Query Optimization | Oct 17, 2022 | Image SegmentationObject | CodeCode Available | 1 |
| TIVE: A Toolbox for Identifying Video Instance Segmentation Errors | Oct 17, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| MOVE: Unsupervised Movable Object Segmentation and Detection | Oct 14, 2022 | Class-agnostic Object DetectionObject | CodeCode Available | 1 |
| Keypoint Cascade Voting for Point Cloud Based 6DoF Pose Estimation | Oct 14, 2022 | Keypoint EstimationPose Estimation | CodeCode Available | 1 |
| Optimizing Vision Transformers for Medical Image Segmentation | Oct 14, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks | Oct 14, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Hierarchical Approach for Joint Semantic, Plant Instance, and Leaf Instance Segmentation in the Agricultural Domain | Oct 14, 2022 | Instance SegmentationPlant Phenotyping | CodeCode Available | 1 |
| H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection | Oct 13, 2022 | AllAutonomous Driving | CodeCode Available | 1 |
| Exploring Long-Sequence Masked Autoencoders | Oct 13, 2022 | Object DetectionSegmentation | CodeCode Available | 1 |
| Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation | Oct 13, 2022 | Class-Incremental Semantic SegmentationContinual Learning | CodeCode Available | 1 |
| WaveMix-Lite: A Resource-efficient Neural Network for Image Analysis | Oct 13, 2022 | Efficient Neural NetworkGPU | CodeCode Available | 1 |
| Feature-Proxy Transformer for Few-Shot Segmentation | Oct 13, 2022 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation | Oct 13, 2022 | Few-Shot Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Token-Label Alignment for Vision Transformers | Oct 12, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| AISFormer: Amodal Instance Segmentation with Transformer | Oct 12, 2022 | Amodal Instance SegmentationDecoder | CodeCode Available | 1 |
| LACV-Net: Semantic Segmentation of Large-Scale Point Cloud Scene via Local Adaptive and Comprehensive VLAD | Oct 12, 2022 | Autonomous DrivingSegmentation | CodeCode Available | 1 |
| Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation | Oct 12, 2022 | Class-Incremental Semantic SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning | Oct 12, 2022 | Contrastive Learningcross-modal alignment | CodeCode Available | 1 |
| Latency-aware Spatial-wise Dynamic Networks | Oct 12, 2022 | GPUimage-classification | CodeCode Available | 1 |
| Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance Segmentation | Oct 11, 2022 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Data-based Approach | Oct 11, 2022 | Domain AdaptationMulti-Task Learning | CodeCode Available | 1 |
| CLIP-Fields: Weakly Supervised Semantic Fields for Robotic Memory | Oct 11, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Global Spectral Filter Memory Network for Video Object Segmentation | Oct 11, 2022 | AttributeDecoder | CodeCode Available | 1 |
| CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose Estimation | Oct 11, 2022 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 |
| BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation | Oct 11, 2022 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Semi-supervised Semantic Segmentation with Prototype-based Consistency Regularization | Oct 10, 2022 | DiversitySemantic Segmentation | CodeCode Available | 1 |
| OGC: Unsupervised 3D Object Segmentation from Rigid Dynamics of Point Clouds | Oct 10, 2022 | Instance SegmentationObject | CodeCode Available | 1 |
| 4D Unsupervised Object Discovery | Oct 10, 2022 | 2D Object Detection3D Instance Segmentation | CodeCode Available | 1 |
| Unsupervised RGB-to-Thermal Domain Adaptation via Multi-Domain Attention Network | Oct 9, 2022 | Domain Adaptationimage-classification | CodeCode Available | 1 |
| Self-supervised Video Representation Learning with Motion-Aware Masked Autoencoders | Oct 9, 2022 | Representation LearningSemantic Segmentation | CodeCode Available | 1 |
| Humans need not label more humans: Occlusion Copy & Paste for Occluded Human Instance Segmentation | Oct 7, 2022 | Human Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Instance Segmentation of Dense and Overlapping Objects via Layering | Oct 7, 2022 | Instance SegmentationObject | CodeCode Available | 1 |
| Effective Self-supervised Pre-training on Low-compute Networks without Distillation | Oct 6, 2022 | AttributeInstance Segmentation | CodeCode Available | 1 |
| Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding | Oct 6, 2022 | 3D Object ClassificationContrastive Learning | CodeCode Available | 1 |
| FocalUNETR: A Focal Transformer for Boundary-aware Segmentation of CT Images | Oct 6, 2022 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 |
| Weak-shot Semantic Segmentation via Dual Similarity Transfer | Oct 5, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Promising or Elusive? Unsupervised Object Segmentation from Real-world Single Images | Oct 5, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 |
