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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 5126–5150 of 9051 papers

TitleStatusHype
ERNIE-Music: Text-to-Waveform Music Generation with Diffusion Models—0
Performative Recommendation: Diversifying Content via Strategic IncentivesCode0
Cluster Index Modulation for Reconfigurable Intelligent Surface-Assisted mmWave Massive MIMO—0
Why the Mansfield Rule can't work: a supply demand analysis—0
Mind the Gap! Bridging Explainable Artificial Intelligence and Human Understanding with Luhmann's Functional Theory of Communication—0
Diverse Probabilistic Trajectory Forecasting with Admissibility ConstraintsCode0
DivBO: Diversity-aware CASH for Ensemble Learning—0
Ethical Considerations for Responsible Data CurationCode0
Coherence and Diversity through Noise: Self-Supervised Paraphrase Generation via Structure-Aware Denoising—0
Data-Efficient Protein 3D Geometric Pretraining via Refinement of Diffused Protein Structure Decoy—0
Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification—0
This Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation—0
Diversity Induced Environment Design via Self-Play—0
UW-CVGAN: UnderWater Image Enhancement with Capsules Vectors Quantization—0
adSformers: Personalization from Short-Term Sequences and Diversity of Representations in Etsy Ads—0
Combining Deep Neural Reranking and Unsupervised Extraction for Multi-Query Focused Summarization—0
Diversity Through Exclusion (DTE): Niche Identification for Reinforcement Learning through Value-Decomposition—0
Get3DHuman: Lifting StyleGAN-Human into a 3D Generative Model using Pixel-aligned Reconstruction Priors—0
An Out-of-Domain Synapse Detection Challenge for Microwasp Brain Connectomes—0
Pathologies of Predictive Diversity in Deep Ensembles—0
Uncertain Quality-Diversity: Evaluation methodology and new methods for Quality-Diversity in Uncertain DomainsCode0
Structured mutation inspired by evolutionary theory enriches population performance and diversity—0
Does Deep Active Learning Work in the Wild?—0
Sustainable Diversity of Phage-Bacteria Systems—0
Diverse legal case search—0
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