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| Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective | Jun 25, 2024 | DiversityFeature Correlation | CodeCode Available | 0 |
| Hyperbolic Benchmarking Unveils Network Topology-Feature Relationship in GNN Performance | Jun 4, 2024 | BenchmarkingDrug Discovery | CodeCode Available | 0 |
| Tabular Data Contrastive Learning via Class-Conditioned and Feature-Correlation Based Augmentation | Apr 26, 2024 | Contrastive LearningFeature Correlation | CodeCode Available | 0 |
| FilterPrompt: A Simple yet Efficient Approach to Guide Image Appearance Transfer in Diffusion Models | Apr 20, 2024 | Appearance TransferFeature Correlation | —Unverified | 0 |
| Minimizing Chebyshev Prototype Risk Magically Mitigates the Perils of Overfitting | Apr 10, 2024 | Feature Correlation | CodeCode Available | 0 |
| Neural Image Compression with Quantization Rectifier | Mar 25, 2024 | Feature CorrelationImage Compression | —Unverified | 0 |
| Customizable Avatars with Dynamic Facial Action Coded Expressions (CADyFACE) for Improved User Engagement | Mar 12, 2024 | Feature Correlation | —Unverified | 0 |
| Root Causing Prediction Anomalies Using Explainable AI | Mar 4, 2024 | Feature CorrelationFeature Importance | —Unverified | 0 |
| Graph-Skeleton: ~1% Nodes are Sufficient to Represent Billion-Scale Graph | Feb 14, 2024 | Feature CorrelationGraph Mining | CodeCode Available | 0 |
| Adversarially Robust Feature Learning for Breast Cancer Diagnosis | Feb 13, 2024 | Deep LearningFeature Correlation | —Unverified | 0 |
| Challenges in Variable Importance Ranking Under Correlation | Feb 5, 2024 | Feature CorrelationInterpretable Machine Learning | —Unverified | 0 |
| Unsupversied feature correlation model to predict breast abnormal variation maps in longitudinal mammograms | Dec 28, 2023 | Anomaly DetectionFeature Correlation | CodeCode Available | 0 |
| Multi-Correlation Siamese Transformer Network with Dense Connection for 3D Single Object Tracking | Dec 18, 2023 | 3D Object Tracking3D Single Object Tracking | CodeCode Available | 0 |
| Regenerating Arbitrary Video Sequences with Distillation Path-Finding | Nov 13, 2023 | Feature Correlation | CodeCode Available | 0 |
| CODA: Temporal Domain Generalization via Concept Drift Simulator | Oct 2, 2023 | Domain GeneralizationFeature Correlation | —Unverified | 0 |
| A Probabilistic Model for Data Redundancy in the Feature Domain | Sep 24, 2023 | Feature Correlation | —Unverified | 0 |
| FF-LOGO: Cross-Modality Point Cloud Registration with Feature Filtering and Local to Global Optimization | Sep 16, 2023 | Feature Correlationglobal-optimization | CodeCode Available | 0 |
| R3D3: Dense 3D Reconstruction of Dynamic Scenes from Multiple Cameras | Aug 28, 2023 | 3D ReconstructionAutonomous Driving | —Unverified | 0 |
| Boosting Few-shot Action Recognition with Graph-guided Hybrid Matching | Aug 18, 2023 | Action RecognitionFeature Correlation | CodeCode Available | 0 |
| ViGT: Proposal-free Video Grounding with Learnable Token in Transformer | Aug 11, 2023 | Feature Correlationregression | —Unverified | 0 |
| The Relationship Between Speech Features Changes When You Get Depressed: Feature Correlations for Improving Speed and Performance of Depression Detection | Jul 6, 2023 | Depression DetectionFeature Correlation | —Unverified | 0 |
| Feature Representation Learning for NL2SQL Generation Based on Coupling and Decoupling | Jun 30, 2023 | Feature CorrelationMulti-Task Learning | —Unverified | 0 |
| Hardness of Deceptive Certificate Selection | Jun 7, 2023 | Feature Correlation | —Unverified | 0 |
| Learning Dynamic Point Cloud Compression via Hierarchical Inter-frame Block Matching | May 9, 2023 | Feature CorrelationMotion Compensation | CodeCode Available | 0 |