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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 5701–5725 of 9051 papers

TitleStatusHype
ATM-R: An Adaptive Tradeoff Model with Reference Points for Constrained Multiobjective Evolutionary Optimization—0
MO-PaDGAN: Generating Diverse Designs with Multivariate Performance Enhancement—0
A Time Series Analysis-Based Forecasting Framework for the Indian Healthcare Sector—0
More Diverse Dialogue Datasets via Diversity-Informed Data Collection—0
More diverse more adaptive: Comprehensive Multi-task Learning for Improved LLM Domain Adaptation in E-commerce—0
More Robust Schema-Guided Dialogue State Tracking via Tree-Based Paraphrase Ranking—0
Morphological Segmentation for Low Resource Languages—0
A COLD Approach to Generating Optimal Samples—0
Achieving Tight O(4^k) Runtime Bounds on Jump_k by Proving that Genetic Algorithms Evolve Near-Maximal Population Diversity—0
Tree balance in phylogenetic models—0
MOST-Net: A Memory Oriented Style Transfer Network for Face Sketch Synthesis—0
ACO for Continuous Function Optimization: A Performance Analysis—0
α-TCVAE: On the relationship between Disentanglement and Diversity—0
Motion Classification using Kinematically Sifted ACGAN-Synthesized Radar Micro-Doppler Signatures—0
Motion-Conditioned Diffusion Model for Controllable Video Synthesis—0
Motion Diversification Networks—0
Motion Modes: What Could Happen Next?—0
MotionScript: Natural Language Descriptions for Expressive 3D Human Motions—0
MotorFactory: A Blender Add-on for Large Dataset Generation of Small Electric Motors—0
A Co-analysis Framework for Exploring Multivariate Scientific Data—0
Moving Beyond LDA: A Comparison of Unsupervised Topic Modelling Techniques for Qualitative Data Analysis of Online Communities—0
MPO: An Efficient Post-Processing Framework for Mixing Diverse Preference Alignment—0
MrTrack: Register Mamba for Needle Tracking with Rapid Reciprocating Motion during Ultrasound-Guided Aspiration Biopsy—0
Tree of Reviews: A Tree-based Dynamic Iterative Retrieval Framework for Multi-hop Question Answering—0
MsDC-DEQ-Net: Deep Equilibrium Model (DEQ) with Multi-scale Dilated Convolution for Image Compressive Sensing (CS)—0
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