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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 7626–7650 of 9051 papers

TitleStatusHype
Sound-to-imagination: Unsupervised cross- modal translation using deep dense network architecture.—0
Source-free Domain Adaptation Requires Penalized Diversity—0
Aggregating Correlated Estimations with (Almost) no Training—0
3D-Prover: Diversity Driven Theorem Proving With Determinantal Point Processes—0
SPARKE: Scalable Prompt-Aware Diversity Guidance in Diffusion Models via RKE Score—0
SPARK: SPAcecraft Recognition leveraging Knowledge of Space Environment—0
SPARQ: Synthetic Problem Generation for Reasoning via Quality-Diversity Algorithms—0
Vendi-RAG: Adaptively Trading-Off Diversity And Quality Significantly Improves Retrieval Augmented Generation With LLMs—0
Sparse Antenna and Pulse Placement for Colocated MIMO Radar—0
Agent-Specific Deontic Modality Detection in Legal Language—0
Sparse Codesigned Communication and Radar Systems—0
Sparse Multi-Family Deep Scattering Network—0
Sparse Mutation Decompositions: Fine Tuning Deep Neural Networks with Subspace Evolution—0
Sparse Regression Codes exploit Multi-User Diversity without CSI—0
Sparse Repellency for Shielded Generation in Text-to-image Diffusion Models—0
Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN—0
A genomic map of the effects of linked selection in Drosophila—0
VersatileGait: A Large-Scale Synthetic Gait Dataset with Fine-GrainedAttributes and Complicated Scenarios—0
3D Neural Field Generation using Triplane Diffusion—0
SPARTA ALIGNMENT: Collectively Aligning Multiple Language Models through Combat—0
3D-LDM: Neural Implicit 3D Shape Generation with Latent Diffusion Models—0
Spatial Diversity in Radar Detection via Active Reconfigurable Intelligent Surfaces—0
3DiFACE: Diffusion-based Speech-driven 3D Facial Animation and Editing—0
VGFlow: Visibility guided Flow Network for Human Reposing—0
Vibration-Based Condition Monitoring By Ensemble Deep Learning—0
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