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| A Unified Batch Selection Policy for Active Metric Learning | Feb 15, 2021 | Active LearningDiversity | —Unverified | 0 |
| Diffusion Approximations for a Class of Sequential Testing Problems | Feb 13, 2021 | Informativeness | —Unverified | 0 |
| Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach | Feb 8, 2021 | Dynamic neural networksInformativeness | CodeCode Available | 1 |
| Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual Storytelling | Feb 5, 2021 | DiversityInformativeness | —Unverified | 0 |
| Disambiguatory Signals are Stronger in Word-initial Positions | Feb 3, 2021 | Informativeness | CodeCode Available | 0 |
| Adaptive Scheduling for Machine Learning Tasks over Networks | Jan 25, 2021 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Belief-based Generation of Argumentative Claims | Jan 24, 2021 | InformativenessText Generation | CodeCode Available | 0 |
| Regional Attention Network (RAN) for Head Pose and Fine-grained Gesture Recognition | Jan 17, 2021 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification | Jan 17, 2021 | Fine-Grained Image ClassificationGeneral Classification | CodeCode Available | 1 |
| Estimating informativeness of samples with Smooth Unique Information | Jan 17, 2021 | Informativeness | CodeCode Available | 1 |
| Maximizing Information Gain for the Characterization of Biomolecular Circuits | Jan 8, 2021 | Experimental DesignInformativeness | —Unverified | 0 |
| 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 |
| Controllable Abstractive Sentence Summarization with Guiding Entities | Dec 1, 2020 | InformativenessSentence | CodeCode Available | 1 |
| Story Generation with Rich Details | Dec 1, 2020 | InformativenessStory Generation | —Unverified | 0 |
| Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response | Nov 17, 2020 | Disaster ResponseGeneral Classification | —Unverified | 0 |
| Pattern recognition in micro-trading behaviors before stock price jumps: A framework based on multivariate time series analysis | Nov 10, 2020 | InformativenessTime Series | —Unverified | 0 |
| LADA: Look-Ahead Data Acquisition via Augmentation for Active Learning | Nov 9, 2020 | Active LearningData Augmentation | —Unverified | 0 |