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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 2726–2750 of 9051 papers

TitleStatusHype
IndicVoices: Towards building an Inclusive Multilingual Speech Dataset for Indian Languages—0
Point2Building: Reconstructing Buildings from Airborne LiDAR Point Clouds—0
NusaBERT: Teaching IndoBERT to be Multilingual and MulticulturalCode0
UniCtrl: Improving the Spatiotemporal Consistency of Text-to-Video Diffusion Models via Training-Free Unified Attention ControlCode2
Beyond Recommender: An Exploratory Study of the Effects of Different AI Roles in AI-Assisted Decision Making—0
Sample Efficient Myopic Exploration Through Multitask Reinforcement Learning with Diverse Tasks—0
Theoretical Insights for Diffusion Guidance: A Case Study for Gaussian Mixture Models—0
Transfer Learning-Enhanced Instantaneous Multi-Person Indoor Localization by CSI—0
COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting—0
Text-guided Explorable Image Super-resolution—0
BootTOD: Bootstrap Task-oriented Dialogue Representations by Aligning Diverse Responses—0
Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models—0
Identify Critical Nodes in Complex Network with Large Language Models—0
Enhancing Jailbreak Attacks with Diversity Guidance—0
Standardizing the Measurement of Text Diversity: A Tool and a Comparative Analysis of ScoresCode1
Semi-Instruct: Bridging Natural-Instruct and Self-Instruct for Code Large Language Models—0
TempCompass: Do Video LLMs Really Understand Videos?Code2
AI and Identity—0
Team Formation amidst ConflictsCode0
A minimal model of pan-immunity maintenance by horizontal gene transfer in the ecological dynamics of bacteria and phages—0
Teaching Large Language Models an Unseen Language on the FlyCode1
DOZE: A Dataset for Open-Vocabulary Zero-Shot Object Navigation in Dynamic Environments—0
Enhancing the "Immunity" of Mixture-of-Experts Networks for Adversarial Defense—0
Uncertainty-Based Extensible Codebook for Discrete Federated Learning in Heterogeneous Data SilosCode0
WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image SynthesisCode2
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