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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 8251–8275 of 9051 papers

TitleStatusHype
Synaptic Diversity in ANNs Can Facilitate Faster Learning—0
Dialogue Language Model with Large-Scale Persona Data Engineering—0
Adversarial Attacks with Multiple Antennas Against Deep Learning-Based Modulation Classifiers—0
DialogueReason: Rule-Based RL Sparks Dialogue Reasoning in LLMs—0
DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation—0
Context-aware Domain Adaptation for Time Series Anomaly Detection—0
DFM: Dialogue Foundation Model for Universal Large-Scale Dialogue-Oriented Task Learning—0
DIANES: A DEI Audit Toolkit for News Sources—0
Synchronization of Diverse Agents via Phase Analysis—0
DIBS: Enhancing Dense Video Captioning with Unlabeled Videos via Pseudo Boundary Enrichment and Online Refinement—0
DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial Estimation—0
DiCE-Extended: A Robust Approach to Counterfactual Explanations in Machine Learning—0
DiCoFlex: Model-agnostic diverse counterfactuals with flexible control—0
Dictionary and Image Recovery from Incomplete and Random Measurements—0
SynCity: Training-Free Generation of 3D Worlds—0
Diff3DETR:Agent-based Diffusion Model for Semi-supervised 3D Object Detection—0
Content Knowledge Identification with Multi-Agent Large Language Models (LLMs)—0
Cap2Aug: Caption guided Image to Image data Augmentation—0
Content-Diverse Comparisons improve IQA—0
DiffCap: Exploring Continuous Diffusion on Image Captioning—0
Diff-CAPTCHA: An Image-based CAPTCHA with Security Enhanced by Denoising Diffusion Model—0
DiffCSS: Diverse and Expressive Conversational Speech Synthesis with Diffusion Models—0
Differences in type-token ratio and part-of-speech frequencies in male and female Russian written texts—0
Discretized Gaussian Representation for Tomographic Reconstruction—0
Adversarial attacks to image classification systems using evolutionary algorithms—0
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