| Dataset Distillation via Factorization | Oct 30, 2022 | Dataset DistillationHallucination | CodeCode Available | 1 | 5 |
| Coverage-based Example Selection for In-Context Learning | May 24, 2023 | In-Context LearningInformativeness | CodeCode Available | 1 | 5 |
| Active Learning for Deep Object Detection via Probabilistic Modeling | Mar 30, 2021 | Active LearningClassification | CodeCode Available | 1 | 5 |
| Prompting Language-Informed Distribution for Compositional Zero-Shot Learning | May 23, 2023 | Compositional Zero-Shot LearningInformativeness | CodeCode Available | 1 | 5 |
| Divide and Adapt: Active Domain Adaptation via Customized Learning | Jul 21, 2023 | Active LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Robust Information Bottleneck for Task-Oriented Communication with Digital Modulation | Sep 21, 2022 | Informativeness | CodeCode Available | 1 | 5 |
| Exploit Camera Raw Data for Video Super-Resolution via Hidden Markov Model Inference | Aug 24, 2020 | InformativenessSuper-Resolution | CodeCode Available | 1 | 5 |
| Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents | Oct 13, 2023 | InformativenessKnowledge Distillation | CodeCode Available | 1 | 5 |
| A comprehensive survey on deep active learning in medical image analysis | Oct 22, 2023 | Active LearningInformativeness | CodeCode Available | 1 | 5 |
| Distributional Sliced-Wasserstein and Applications to Generative Modeling | Feb 18, 2020 | Informativeness | CodeCode Available | 1 | 5 |
| Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response | Apr 14, 2020 | Deep LearningDisaster Response | CodeCode Available | 1 | 5 |
| Distribution-Aware Data Expansion with Diffusion Models | Mar 11, 2024 | Image GenerationInformativeness | CodeCode Available | 1 | 5 |
| DTELS: Towards Dynamic Granularity of Timeline Summarization | Nov 14, 2024 | InformativenessTimeline Summarization | CodeCode Available | 1 | 5 |
| A Theory of Usable Information Under Computational Constraints | Feb 25, 2020 | InformativenessRepresentation Learning | CodeCode Available | 1 | 5 |
| Estimating informativeness of samples with Smooth Unique Information | Jan 17, 2021 | Informativeness | CodeCode Available | 1 | 5 |
| Exemplary Natural Images Explain CNN Activations Better than State-of-the-Art Feature Visualization | Oct 23, 2020 | Informativeness | CodeCode Available | 1 | 5 |
| A Controllable Model of Grounded Response Generation | May 1, 2020 | Informativenessmodel | CodeCode Available | 1 | 5 |
| Exploring Active 3D Object Detection from a Generalization Perspective | Jan 23, 2023 | 3D Object DetectionActive Learning | CodeCode Available | 1 | 5 |
| Few-Shot Learning for Opinion Summarization | Apr 30, 2020 | Few-Shot LearningInformativeness | CodeCode Available | 1 | 5 |
| Causality-Inspired Fair Representation Learning for Multimodal Recommendation | Oct 26, 2023 | AttributeCausal Inference | CodeCode Available | 1 | 5 |
| Enhanced spatio-temporal electric load forecasts using less data with active deep learning | Dec 8, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution | Jul 31, 2023 | Information RetrievalInformativeness | CodeCode Available | 1 | 5 |
| Best Practices for Multi-Fidelity Bayesian Optimization in Materials and Molecular Research | Oct 1, 2024 | Bayesian OptimizationInformativeness | CodeCode Available | 1 | 5 |
| Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators | Oct 11, 2023 | Information RetrievalInformativeness | CodeCode Available | 1 | 5 |
| Multimodal Procedural Planning via Dual Text-Image Prompting | May 2, 2023 | Image GenerationImage to text | CodeCode Available | 1 | 5 |
