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| Modal Uncertainty Estimation via Discrete Latent Representations | Jan 1, 2021 | Informativeness | —Unverified | 0 |
| Exemplary natural images explain CNN activations better than synthetic feature visualizations | Jan 1, 2021 | Informativeness | —Unverified | 0 |
| Deep Active Learning for Object Detection with Mixture Density Networks | Jan 1, 2021 | Active LearningInformativeness | —Unverified | 0 |
| PABI: A Unified PAC-Bayesian Informativeness Measure for Incidental Supervision Signals | Jan 1, 2021 | Informativenessnamed-entity-recognition | —Unverified | 0 |
| Binary Classification Tests, Imperfect Standards, and Ambiguous Information | Dec 21, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup | Dec 17, 2020 | InformativenessKnowledge Distillation | CodeCode Available | 1 |
| Enhanced spatio-temporal electric load forecasts using less data with active deep learning | Dec 8, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 1 |
| Understanding Guided Image Captioning Performance across Domains | Dec 4, 2020 | DescriptiveImage Captioning | CodeCode Available | 0 |
