SOTAVerified

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 7676–7700 of 9051 papers

TitleStatusHype
Speed Co-Augmentation for Unsupervised Audio-Visual Pre-training—0
Speeding up 6-DoF Grasp Sampling with Quality-Diversity—0
SphereDiffusion: Spherical Geometry-Aware Distortion Resilient Diffusion Model—0
Spherical Feature Transform for Deep Metric Learning—0
A Decoupled 3D Facial Shape Model by Adversarial Training—0
SPI-GAN: Denoising Diffusion GANs with Straight-Path Interpolations—0
Spike timing regularity in vestibular afferent neurons: How ionic currents influence sensory encoding mechanisms—0
Spiral Language Modeling—0
Spliced Leader Trapping Reveals Widespread Alternative Splicing Patterns in the Highly Dynamic Transcriptome of Trypanosoma brucei—0
Data-Driven Logistic Regression Ensembles With Applications in Genomics—0
SPMoE: Generate Multiple Pattern-Aware Outputs with Sparse Pattern Mixture of Experts—0
Spoiled for Choice? Personalized Recommendation for Healthcare Decisions: A Multi-Armed Bandit Approach—0
3D-Aware Indoor Scene Synthesis with Depth Priors—0
SpokenNativQA: Multilingual Everyday Spoken Queries for LLMs—0
Spontaneous Emergence of Agent Individuality through Social Interactions in LLM-Based Communities—0
A General Purpose Neural Architecture for Geospatial Systems—0
SpoofCeleb: Speech Deepfake Detection and SASV In The Wild—0
SPOT: Selective Point Cloud Voting for Better Proposal in Point Cloud Object Detection—0
Video Question Generation via Cross-Modal Self-Attention Networks Learning—0
World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions—0
SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs—0
SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging—0
Squash root microbiome transplants and metagenomic inspection for in situ arid adaptations—0
SQuId: Measuring Speech Naturalness in Many Languages—0
A Generalized Space-Frequency Index Modulation Scheme for Downlink MIMO Transmissions with Improved Diversity—0
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