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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 4676–4700 of 9051 papers

TitleStatusHype
DH-Set: Improving Vision-Language Alignment with Diverse and Hybrid Set-Embeddings Learning—0
Dialect Adaptation and Data Augmentation for Low-Resource ASR: TalTech Systems for the MADASR 2023 Challenge—0
Dialect Diversity in Text Summarization on Twitter—0
Dialect-Specific Models for Automatic Speech Recognition of African American Vernacular English—0
Dialect Transfer for Swiss German Speech Translation—0
Dialogue Language Model with Large-Scale Persona Data Engineering—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
DFM: Dialogue Foundation Model for Universal Large-Scale Dialogue-Oriented Task Learning—0
DIANES: A DEI Audit Toolkit for News Sources—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
Diff3DETR:Agent-based Diffusion Model for Semi-supervised 3D Object Detection—0
Cap2Aug: Caption guided Image to Image data Augmentation—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
Differentiable Projection-based Learn to Optimize in Wireless Network-Part I: Convex Constrained (Non-)Convex Programming—0
Differentia compositionem facit. A Slower-Paced and Reliable Parser for Latin—0
Differential Evolution with Individuals Redistribution for Real Parameter Single Objective Optimization—0
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