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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 2376–2400 of 9051 papers

TitleStatusHype
A Flexible Measurement of Diversity in Datasets with Random Network Distillation—0
AAMDM: Accelerated Auto-regressive Motion Diffusion Model—0
Diversity-Based Recruitment in Crowdsensing By Combinatorial Multi-Armed Bandits—0
Diversity Boosted Learning for Domain Generalization with Large Number of Domains—0
Diversity-Driven Generative Dataset Distillation Based on Diffusion Model with Self-Adaptive Memory—0
ClosNets: a Priori Sparse Topologies for Faster DNN Training—0
Closed-Loop Memory GAN for Continual Learning—0
AraSAS: The Open Source Arabic Semantic Tagger—0
Affinity-Preserving Random Walk for Multi-Document Summarization—0
A Randomized Link Transformer for Diverse Open-Domain Dialogue Generation—0
Cross Pseudo Supervision Framework for Sparsely Labelled Geospatial Images—0
CloChat: Understanding How People Customize, Interact, and Experience Personas in Large Language Models—0
AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMs—0
Diversity-aware social robots meet people: beyond context-aware embodied AI—0
DiversityGAN: Diversity-Aware Vehicle Motion Prediction via Latent Semantic Sampling—0
CLIP-Nav: Using CLIP for Zero-Shot Vision-and-Language Navigation—0
AR4D: Autoregressive 4D Generation from Monocular Videos—0
CLIP-Gaze: Towards General Gaze Estimation via Visual-Linguistic Model—0
Clinical trial site matching with improved diversity using fair policy learning—0
Affinity maturation for an optimal balance between long-term immune coverage and short-term resource constraints—0
Clinical Evaluation of Medical Image Synthesis: A Case Study in Wireless Capsule Endoscopy—0
Clinical Document Corpora and Assorted Domain Proxies: A Survey of Diversity in Corpus Design, with Focus on German Text Data—0
A Quantum-Inspired Ensemble Method and Quantum-Inspired Forest Regressors—0
Climate land use and other drivers impacts on island ecosystem services: a global review—0
A Quality-Diversity Controllable GAN for Text Generation—0
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