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 5376–5400 of 9051 papers

TitleStatusHype
Spectral Policy Optimization: Coloring your Incorrect Reasoning in GRPO—0
SPECTRUM: Speaker-Enhanced Pre-Training for Long Dialogue Summarization—0
Speech Corpora Divergence Based Unsupervised Data Selection for ASR—0
Speech Recognition with Augmented Synthesized Speech—0
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
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
SpokenNativQA: Multilingual Everyday Spoken Queries for LLMs—0
Spontaneous Emergence of Agent Individuality through Social Interactions in LLM-Based Communities—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
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
SSE: Multimodal Semantic Data Selection and Enrichment for Industrial-scale Data Assimilation—0
SSMG: Spatial-Semantic Map Guided Diffusion Model for Free-form Layout-to-Image Generation—0
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