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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 3901–3925 of 9051 papers

TitleStatusHype
Gender In Gender Out: A Closer Look at User Attributes in Context-Aware Recommendation—0
Gender Privacy: An Ensemble of Semi Adversarial Networks for Confounding Arbitrary Gender Classifiers—0
BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking—0
Diverse Machine Translation with a Single Multinomial Latent Variable—0
Boom-bust population dynamics can increase diversity in evolving competitive communities—0
An Explainable Deep Learning Framework for Brain Stroke and Tumor Progression via MRI Interpretation—0
HAAP: Vision-context Hierarchical Attention Autoregressive with Adaptive Permutation for Scene Text Recognition—0
Generalising sequence models for epigenome predictions with tissue and assay embeddings—0
Generalizable Low-Resource Activity Recognition with Diverse and Discriminative Representation Learning—0
Cross-modal Face- and Voice-style Transfer—0
Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning—0
Habitat-Matterport 3D Semantics Dataset—0
Generalization Gap in Data Augmentation: Insights from Illumination—0
Generalization in Mean Field Games by Learning Master Policies—0
Generalization in medical AI: a perspective on developing scalable models—0
Generalization of Reinforcement Learning with Policy-Aware Adversarial Data Augmentation—0
Diverse Lottery Tickets Boost Ensemble from a Single Pretrained Model—0
Generalization to Out-of-Distribution transformations—0
Diverse legal case search—0
BonnBot-I Plus: A Bio-diversity Aware Precise Weed Management Robotic Platform—0
Generalized Deepfakes Detection with Reconstructed-Blended Images and Multi-scale Feature Reconstruction Network—0
Crowd Access Path Optimization: Diversity Matters—0
Augmented Data Science: Towards Industrialization and Democratization of Data Science—0
Generalized Face Liveness Detection via De-fake Face Generator—0
Diverse Large-Scale ITS Dataset Created from Continuous Learning for Real-Time Vehicle Detection—0
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