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Diversity

Diversity in data sampling is crucial across various use cases, including search, recommendation systems, and more. Ensuring diverse samples means capturing a wide range of variations and perspectives, which leads to more robust, unbiased, and comprehensive models. In search use cases, for instance, diversity helps avoid redundancy, ensuring that users are exposed to a broader set of relevant information rather than repeated similar results.

Papers

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Showing 1901–1950 of 9051 papers

TitleStatusHype
Attribute Alignment: Controlling Text Generation from Pre-trained Language ModelsCode0
Improving the Diversity of Unsupervised Paraphrasing with Embedding OutputsCode0
Improving Screening Processes via Calibrated Subset SelectionCode0
Improving the Evaluation of Generative Models with Fuzzy LogicCode0
Competition and Diversity in Generative AICode0
Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back-TranslationCode0
Improving Neural Response Diversity with Frequency-Aware Cross-Entropy LossCode0
Improving Neural Conversational Models with Entropy-Based Data FilteringCode0
Comparison of Diverse Decoding Methods from Conditional Language ModelsCode0
Counterfactual Multi-player Bandits for Explainable Recommendation DiversificationCode0
Improving Neural Language Modeling via Adversarial TrainingCode0
Counting Carbon: A Survey of Factors Influencing the Emissions of Machine LearningCode0
Improving Language Generation with Sentence Coherence ObjectiveCode0
Artificial Immune System of Secure Face Recognition Against Adversarial AttacksCode0
Improving Linguistic Diversity of Large Language Models with Possibility Exploration Fine-TuningCode0
ABD-Net: Attentive but Diverse Person Re-IdentificationCode0
A cost-effective method for improving and re-purposing large, pre-trained GANs by fine-tuning their class-embeddingsCode0
Improving End-to-End Sequential Recommendations with Intent-aware DiversificationCode0
Improving Ensemble Distillation With Weight Averaging and Diversifying PerturbationCode0
Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQLCode0
Improving Diversity of Commonsense Generation by Large Language Models via In-Context LearningCode0
Improving Ensemble Robustness by Collaboratively Promoting and Demoting Adversarial RobustnessCode0
Comparative evaluation of 2D feature correspondence selection algorithmsCode0
Improving Computed Tomography (CT) Reconstruction via 3D Shape InductionCode0
Improving Contextualized Topic Models with Negative SamplingCode0
AROID: Improving Adversarial Robustness Through Online Instance-Wise Data AugmentationCode0
Improving Adversarial Robustness via Decoupled Visual Representation MaskingCode0
Improved Image Segmentation via Cost Minimization of Multiple HypothesesCode0
MDIA: A Benchmark for Multilingual Dialogue Generation in 46 LanguagesCode0
MDSC: Towards Evaluating the Style Consistency Between Music and DanceCode0
Creative Discovery using QD SearchCode0
Creative Diversity: Patterns in the Creative Habits of ~10,000 PeopleCode0
Improved Robustness Against Adaptive Attacks With Ensembles and Error-Correcting Output CodesCode0
Activation Maximization Generative Adversarial NetsCode0
Improved Generation of Synthetic Imaging Data Using Feature-Aligned DiffusionCode0
Improving Generalization with Domain Convex GameCode0
Intentional Computational Level DesignCode0
Commet: comparing and combining multiple metagenomic datasetsCode0
CommentWatcher: An Open Source Web-based platform for analyzing discussions on web forumsCode0
Implementing Smart Contracts: The case of NFT-rental with pay-per-likeCode0
Auditing for Diversity using Representative ExamplesCode0
Imitation Learning for Sentence Generation with Dilated Convolutions Using Adversarial TrainingCode0
Implicit neural representations for joint decomposition and registration of gene expression images in the marmoset brainCode0
Image Harmonization Dataset iHarmony4: HCOCO, HAdobe5k, HFlickr, and Hday2nightCode0
Illumination Spectrum Estimation for Multispectral Images via Surface Reflectance Modeling and Spatial-Spectral Feature GenerationCode0
Illuminating the Space of Beatable Lode Runner Levels Produced By Various Generative Adversarial NetworksCode0
Im2Pencil: Controllable Pencil Illustration from PhotographsCode0
Illuminating the Diversity-Fitness Trade-Off in Black-Box OptimizationCode0
Image Captioning via Dynamic Path CustomizationCode0
Combining Predictions under Uncertainty: The Case of Random Decision TreesCode0
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