| Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation | Nov 25, 2021 | Active LearningPrediction | CodeCode Available | 1 |
| Uncertainty Aware Proposal Segmentation for Unknown Object Detection | Nov 25, 2021 | Autonomous DrivingObject | —Unverified | 0 |
| NomMer: Nominate Synergistic Context in Vision Transformer for Visual Recognition | Nov 25, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes | Nov 25, 2021 | 3D Semantic SegmentationSegmentation | —Unverified | 0 |
| Semantic-Aware Generation for Self-Supervised Visual Representation Learning | Nov 25, 2021 | Representation LearningSemantic Segmentation | CodeCode Available | 1 |
| Transferability Metrics for Selecting Source Model Ensembles | Nov 25, 2021 | modelSemantic Segmentation | —Unverified | 0 |
| Surface Segmentation Using Implicit Divergence Constraint Between Adjacent Minimal Paths | Nov 25, 2021 | Semantic Segmentation | —Unverified | 0 |
| Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation | Nov 25, 2021 | PredictionSemantic Segmentation | CodeCode Available | 1 |
| Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations | Nov 25, 2021 | DecoderNovel View Synthesis | CodeCode Available | 1 |
| Attend to Who You Are: Supervising Self-Attention for Keypoint Detection and Instance-Aware Association | Nov 25, 2021 | Instance SegmentationKeypoint Detection | CodeCode Available | 0 |
| BoxeR: Box-Attention for 2D and 3D Transformers | Nov 25, 2021 | 3D Object DetectionInstance Segmentation | CodeCode Available | 1 |
| Application of deep learning to camera trap data for ecologists in planning / engineering -- Can captivity imagery train a model which generalises to the wild? | Nov 24, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Towards an Efficient Semantic Segmentation Method of ID Cards for Verification Systems | Nov 24, 2021 | Semantic Segmentation | —Unverified | 0 |
| Transferability Estimation using Bhattacharyya Class Separability | Nov 24, 2021 | Classificationimage-classification | —Unverified | 0 |
| SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning | Nov 24, 2021 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| ViCE: Improving Dense Representation Learning by Superpixelization and Contrasting Cluster Assignment | Nov 24, 2021 | Contrastive LearningDomain Generalization | CodeCode Available | 0 |
| MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation Learning | Nov 24, 2021 | Action RecognitionImage Classification | CodeCode Available | 0 |
| Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes | Nov 24, 2021 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers | Nov 24, 2021 | Image Classificationobject-detection | CodeCode Available | 1 |
| Open-Vocabulary Instance Segmentation via Robust Cross-Modal Pseudo-Labeling | Nov 24, 2021 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation | Nov 24, 2021 | Event-based Object SegmentationKnowledge Distillation | CodeCode Available | 1 |
| An Image Patch is a Wave: Phase-Aware Vision MLP | Nov 24, 2021 | image-classificationImage Classification | CodeCode Available | 0 |
| 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 |
| Conditional Object-Centric Learning from Video | Nov 24, 2021 | 3D geometryInstance Segmentation | CodeCode Available | 1 |
