| Why is plausibility surprisingly problematic as an XAI criterion? | Mar 30, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Uncertainty Driven Bottleneck Attention U-net for Organ at Risk Segmentation | Mar 19, 2023 | Computed Tomography (CT)Decoder | CodeCode Available | 0 |
| Sequential Spatial Network for Collision Avoidance in Autonomous Driving | Mar 12, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Feature Importance: A Closer Look at Shapley Values and LOCO | Mar 10, 2023 | Feature CorrelationFeature Importance | —Unverified | 0 |
| Online Sparse Streaming Feature Selection Using Adapted Classification | Feb 25, 2023 | ClassificationFeature Correlation | —Unverified | 0 |
| How Does Traffic Environment Quantitatively Affect the Autonomous Driving Prediction? | Jan 11, 2023 | Autonomous DrivingDecision Making | —Unverified | 0 |
| R2Former: Unified Retrieval and Reranking Transformer for Place Recognition | Jan 1, 2023 | Feature CorrelationReranking | CodeCode Available | 1 |
| Global Meets Local: Effective Multi-Label Image Classification via Category-Aware Weak Supervision | Nov 23, 2022 | Feature Correlationimage-classification | —Unverified | 0 |
| Feature Correlation-guided Knowledge Transfer for Federated Self-supervised Learning | Nov 14, 2022 | Feature CorrelationFederated Learning | —Unverified | 0 |
| Hybrid CNN -Interpreter: Interpret local and global contexts for CNN-based Models | Oct 31, 2022 | Feature Correlation | —Unverified | 0 |
| Adaptive Assignment for Geometry Aware Local Feature Matching | Jul 18, 2022 | Feature Correlation | CodeCode Available | 1 |
| Feature Overcorrelation in Deep Graph Neural Networks: A New Perspective | Jun 15, 2022 | Drug DiscoveryFeature Correlation | CodeCode Available | 1 |
| Interpretability Guarantees with Merlin-Arthur Classifiers | Jun 1, 2022 | Feature Correlation | CodeCode Available | 0 |
| Correlation Verification for Image Retrieval | Apr 4, 2022 | Feature CorrelationGeometric Matching | CodeCode Available | 1 |
| MRI-based Multi-task Decoupling Learning for Alzheimer's Disease Detection and MMSE Score Prediction: A Multi-site Validation | Apr 2, 2022 | Alzheimer's Disease DetectionFeature Correlation | CodeCode Available | 1 |
| Interactive Multi-Class Tiny-Object Detection | Mar 29, 2022 | Feature CorrelationObject | CodeCode Available | 1 |
| Correlation-Aware Deep Tracking | Mar 3, 2022 | Feature CorrelationObject Tracking | CodeCode Available | 1 |
| Improved Dual Correlation Reduction Network | Feb 25, 2022 | ClusteringFeature Correlation | —Unverified | 0 |
| Guide Local Feature Matching by Overlap Estimation | Feb 18, 2022 | Feature Correlation | CodeCode Available | 1 |
| ReconFormer: Accelerated MRI Reconstruction Using Recurrent Transformer | Jan 23, 2022 | Feature CorrelationMRI Reconstruction | CodeCode Available | 1 |
| Change Detection from Synthetic Aperture Radar Images via Graph-Based Knowledge Supplement Network | Jan 22, 2022 | Change DetectionFeature Correlation | CodeCode Available | 1 |
| Lightweight Salient Object Detection in Optical Remote Sensing Images via Feature Correlation | Jan 20, 2022 | Feature Correlationobject-detection | CodeCode Available | 1 |
| Efficient Non-Local Contrastive Attention for Image Super-Resolution | Jan 11, 2022 | Contrastive LearningFeature Correlation | CodeCode Available | 1 |
| Efficient Single Image Super-Resolution Using Dual Path Connections with Multiple Scale Learning | Dec 31, 2021 | Feature CorrelationImage Super-Resolution | CodeCode Available | 1 |
| Deep Graph Clustering via Dual Correlation Reduction | Dec 29, 2021 | ClusteringFeature Correlation | CodeCode Available | 1 |
| NeRD++: Improved 3D-mirror symmetry learning from a single image | Dec 23, 2021 | Feature CorrelationInductive Bias | —Unverified | 0 |
| DenseGAP: Graph-Structured Dense Correspondence Learning with Anchor Points | Dec 13, 2021 | Feature Correlation | —Unverified | 0 |
| Object Counting: You Only Need to Look at One | Dec 11, 2021 | Feature CorrelationObject | —Unverified | 0 |
| TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers | Nov 29, 2021 | 3D ReconstructionFeature Correlation | CodeCode Available | 1 |
| How Do Neural Sequence Models Generalize? Local and Global Context Cues for Out-of-Distribution Prediction | Nov 4, 2021 | Feature Correlation | —Unverified | 0 |
| How Do Neural Sequence Models Generalize? Local and Global Cues for Out-of-Distribution Prediction | Nov 1, 2021 | Feature Correlation | —Unverified | 0 |
| 3D-FCT: Simultaneous 3D Object Detection and Tracking Using Feature Correlation | Oct 6, 2021 | 3D Object Detection3D Object Tracking | —Unverified | 0 |
| Towards Feature Overcorrelation in Deeper Graph Neural Networks | Sep 29, 2021 | Feature CorrelationGraph Representation Learning | —Unverified | 0 |
| Feature Correlation Aggregation: on the Path to Better Graph Neural Networks | Sep 20, 2021 | Feature Correlation | —Unverified | 0 |
| Disrupting Adversarial Transferability in Deep Neural Networks | Aug 27, 2021 | Adversarial AttackFeature Correlation | CodeCode Available | 0 |
| E-RAFT: Dense Optical Flow from Event Cameras | Aug 24, 2021 | Feature CorrelationOptical Flow Estimation | CodeCode Available | 1 |
| A Multi-level Acoustic Feature Extraction Framework for Transformer Based End-to-End Speech Recognition | Aug 18, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| FCMI: Feature Correlation based Missing Data Imputation | Jun 26, 2021 | Feature CorrelationImputation | —Unverified | 0 |
| Fea2Fea: Exploring Structural Feature Correlations via Graph Neural Networks | Jun 24, 2021 | Feature CorrelationGraph Classification | CodeCode Available | 0 |
| Low-rank Dictionary Learning for Unsupervised Feature Selection | Jun 21, 2021 | Dictionary LearningFeature Correlation | CodeCode Available | 0 |
| Learning Curves for SGD on Structured Features | Jun 4, 2021 | BIG-bench Machine LearningFeature Correlation | CodeCode Available | 0 |
| Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation | Apr 28, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Extreme Rotation Estimation using Dense Correlation Volumes | Apr 28, 2021 | Feature Correlation | CodeCode Available | 1 |
| Supervised Feature Selection Techniques in Network Intrusion Detection: a Critical Review | Apr 11, 2021 | Feature Correlationfeature selection | —Unverified | 0 |
| Hypercorrelation Squeeze for Few-Shot Segmentation | Apr 4, 2021 | Feature CorrelationFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Watching You: Global-guided Reciprocal Learning for Video-based Person Re-identification | Mar 7, 2021 | Feature CorrelationPerson Re-Identification | CodeCode Available | 1 |
| DR-TANet: Dynamic Receptive Temporal Attention Network for Street Scene Change Detection | Mar 1, 2021 | Autonomous VehiclesChange Detection | CodeCode Available | 1 |
| A linearized framework and a new benchmark for model selection for fine-tuning | Jan 29, 2021 | Feature CorrelationModel Selection | —Unverified | 0 |
| Hypercorrelation Squeeze for Few-Shot Segmenation | Jan 1, 2021 | Feature CorrelationFew-Shot Semantic Segmentation | —Unverified | 0 |
| Learning Medical Image Denoising with Deep Dynamic Residual Attention Network | Dec 9, 2020 | DenoisingDiagnostic | CodeCode Available | 1 |