| ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback | Oct 22, 2022 | Data-free Knowledge DistillationDataset Generation | CodeCode Available | 1 |
| Spectral Probing | Oct 21, 2022 | Informativeness | CodeCode Available | 1 |
| Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning | Oct 13, 2022 | Active LearningInformativeness | CodeCode Available | 1 |
| Adaptive Sparse ViT: Towards Learnable Adaptive Token Pruning by Fully Exploiting Self-Attention | Sep 28, 2022 | Efficient ViTsInformativeness | CodeCode Available | 1 |
| Robust Information Bottleneck for Task-Oriented Communication with Digital Modulation | Sep 21, 2022 | Informativeness | CodeCode Available | 1 |
| MetAug: Contrastive Learning via Meta Feature Augmentation | Mar 10, 2022 | Contrastive LearningInformativeness | CodeCode Available | 1 |
| Spectrum Surveying: Active Radio Map Estimation with Autonomous UAVs | Jan 11, 2022 | Informativeness | CodeCode Available | 1 |
| Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification | Jan 1, 2022 | ClassificationInformativeness | CodeCode Available | 1 |
| Towards Robust Bisimulation Metric Learning | Oct 27, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| BEAMetrics: A Benchmark for Language Generation Evaluation Evaluation | Oct 18, 2021 | General KnowledgeInformativeness | CodeCode Available | 1 |
| SumPubMed: Summarization Dataset of PubMed Scientific Articles | Aug 1, 2021 | ArticlesInformativeness | CodeCode Available | 1 |
| BARTScore: Evaluating Generated Text as Text Generation | Jun 22, 2021 | DecoderInformativeness | CodeCode Available | 1 |
| LADA: Look-Ahead Data Acquisition via Augmentation for Deep Active Learning | May 21, 2021 | Active LearningData Augmentation | CodeCode Available | 1 |
| Active Learning for Deep Object Detection via Probabilistic Modeling | Mar 30, 2021 | Active LearningClassification | CodeCode Available | 1 |
| Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach | Feb 8, 2021 | Dynamic neural networksInformativeness | CodeCode Available | 1 |
| Estimating informativeness of samples with Smooth Unique Information | Jan 17, 2021 | Informativeness | CodeCode Available | 1 |
| Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification | Jan 17, 2021 | Fine-Grained Image ClassificationGeneral Classification | CodeCode Available | 1 |
| 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 |
| Controllable Abstractive Sentence Summarization with Guiding Entities | Dec 1, 2020 | InformativenessSentence | CodeCode Available | 1 |
| Exemplary Natural Images Explain CNN Activations Better than State-of-the-Art Feature Visualization | Oct 23, 2020 | Informativeness | CodeCode Available | 1 |
| Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning | Oct 5, 2020 | Contrastive LearningDocument Summarization | CodeCode Available | 1 |
| Exploit Camera Raw Data for Video Super-Resolution via Hidden Markov Model Inference | Aug 24, 2020 | InformativenessSuper-Resolution | CodeCode Available | 1 |
| Graph Prototypical Networks for Few-shot Learning on Attributed Networks | Jun 23, 2020 | ClassificationDrug Discovery | CodeCode Available | 1 |
| A Controllable Model of Grounded Response Generation | May 1, 2020 | Informativenessmodel | CodeCode Available | 1 |
