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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 4801–4850 of 9051 papers

TitleStatusHype
Proximal Policy Gradient Arborescence for Quality Diversity Reinforcement Learning—0
Pruning variable selection ensembles—0
Pseudo-positive regularization for deep person re-identification—0
Pseudo-Zernike Based Multi-Pass Automatic Target Recognition From Multi-Channel SAR—0
PSGText: Stroke-Guided Scene Text Editing with PSP Module—0
PSVMA+: Exploring Multi-granularity Semantic-visual Adaption for Generalized Zero-shot Learning—0
PUB: An LLM-Enhanced Personality-Driven User Behaviour Simulator for Recommender System Evaluation—0
PubSE: A Hierarchical Model for Publication Extraction from Academic Homepages—0
Pushing the limits of self-supervised speaker verification using regularized distillation framework—0
PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism—0
pyribs: A Bare-Bones Python Library for Quality Diversity Optimization—0
QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models—0
QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration—0
QDGset: A Large Scale Grasping Dataset Generated with Quality-Diversity—0
Q(D)O-ES: Population-based Quality (Diversity) Optimisation for Post Hoc Ensemble Selection in AutoML—0
Diversity Policy Gradient for Sample Efficient Quality-Diversity Optimization—0
QoS-Aware 3D Coverage Deployment of UAVs for Internet of Vehicles in Intelligent Transportation—0
Qualitative and Quantitative Analysis of Diversity in Cross-document Coreference Resolution Datasets—0
Qualitative Approaches to Voice UX—0
Qualitative Insights Tool (QualIT): LLM Enhanced Topic Modeling—0
Quality and Diversity in Evolutionary Modular Robotics—0
Quality-Diversity Algorithms Can Provably Be Helpful for Optimization—0
Quality Diversity Evolutionary Learning of Decision Trees—0
Quality-diversity for aesthetic evolution—0
Quality Diversity for Robot Learning: Limitations and Future Directions—0
Quality Diversity for Visual Pre-Training—0
Quality Diversity Imitation Learning—0
Quality-diversity in dissimilarity spaces—0
Quality Diversity in the Amorphous Fortress (QD-AF): Evolving for Complexity in 0-Player Games—0
Quality-Diversity Optimisation on a Physical Robot Through Dynamics-Aware and Reset-Free Learning—0
Quality-Diversity Red-Teaming: Automated Generation of High-Quality and Diverse Attackers for Large Language Models—0
Quality-Diversity through AI Feedback—0
Quality meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing—0
Quality or Quantity? On Data Scale and Diversity in Adapting Large Language Models for Low-Resource Translation—0
Quality with Just Enough Diversity in Evolutionary Policy Search—0
Quantification of the effect of mutations using a global probability model of natural sequence variation—0
Quantifying and Reducing Speaker Heterogeneity within the Common Voice Corpus for Phonetic Analysis—0
Quantifying barley morphology using the Euler characteristic transform—0
Quantifying the effects of environment and population diversity in multi-agent reinforcement learning—0
Quantifying literature quality using complexity criteria—0
Quantifying Synthesis and Fusion and their Impact on Machine Translation—0
Quantifying Synthesis and Fusion and their Impact on Machine Translation—0
Quantifying the difference between phylogenetic diversity and diversity indices—0
Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation—0
Quantifying the Risks of Tool-assisted Rephrasing to Linguistic Diversity—0
Quantifying topological invariants of neuronal morphologies—0
Quantifying User Coherence: A Unified Framework for Cross-Domain Recommendation Analysis—0
Quantitative Assessment of DESIS Hyperspectral Data for Plant Biodiversity Estimation in Australia—0
Quantitative Comparison of Abundance Structures of Generalized Communities: From B-Cell Receptor Repertoires to Microbiomes—0
Quantitative Semantic Variation in the Contexts of Concrete and Abstract Words—0
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