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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 3701–3750 of 9051 papers

TitleStatusHype
Active learning for interactive satellite image change detection—0
A binary variant of gravitational search algorithm and its application to windfarm layout optimization problem—0
Filter-based Discriminative Autoencoders for Children Speech Recognition—0
Filter Bubble or Homogenization? Disentangling the Long-Term Effects of Recommendations on User Consumption Patterns—0
Exploring Robot Morphology Spaces through Breadth-First Search and Random Query—0
Find and Focus: Retrieve and Localize Video Events with Natural Language Queries—0
Exploring Resiliency to Natural Image Corruptions in Deep Learning using Design Diversity—0
ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty—0
Exploring open-ended gameplay features with Micro RollerCoaster Tycoon—0
Finding Pragmatic Differences Between Disciplines—0
Concept Drift Adaptation by Exploiting Historical Knowledge—0
Findings of the Shared Task on Hope Speech Detection for Equality, Diversity, and Inclusion—0
A Simulation-Optimization Technique for Service Level Analysis in Conjunction with Reorder Point Estimation and Lead-Time consideration: A Case Study in Sea Port—0
Finding Support Examples for In-Context Learning—0
Fine-grained Activities of People Worldwide—0
Fine-grained building roof instance segmentation based on domain adapted pretraining and composite dual-backbone—0
Exploring One-shot Semi-supervised Federated Learning with A Pre-trained Diffusion Model—0
Exploring Novel Quality Diversity Methods For Generalization in Reinforcement Learning—0
Exploring Non-Linear Effects of Built Environment on Travel Using an Integrated Machine Learning and Inferential Modeling Approach: A Three-Wave Repeated Cross-Sectional Study—0
Fine-grained Semantic Constraint in Image Synthesis—0
Simple yet Effective Way for Improving the Performance of GAN—0
A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction—0
Exploring Language Patterns of Prompts in Text-to-Image Generation and Their Impact on Visual Diversity—0
Computing High-Quality Solutions for the Patient Admission Scheduling Problem using Evolutionary Diversity Optimisation—0
Exploring Implicit Sentiment Evoked by Fine-grained News Events—0
Finetuning from Offline Reinforcement Learning: Challenges, Trade-offs and Practical Solutions—0
Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media—0
Fine-tuning Protein Language Models with Deep Mutational Scanning improves Variant Effect Prediction—0
Finger-GAN: Generating Realistic Fingerprint Images Using Connectivity Imposed GAN—0
Fingerprinting Search Keywords over HTTPS at Scale—0
Fin-QD: A Computational Design Framework for Soft Grippers: Integrating MAP-Elites and High-fidelity FEM—0
FinTextQA: A Dataset for Long-form Financial Question Answering—0
Computing Diverse Sets of Solutions for Monotone Submodular Optimisation Problems—0
Exploring Global Diversity and Local Context for Video Summarization—0
Computing Diverse Sets of High Quality TSP Tours by EAX-Based Evolutionary Diversity Optimisation—0
A Simple Reward-free Approach to Constrained Reinforcement Learning—0
A hierarchical fusion framework integrating random projection-based classifiers: application in head and neck squamous carcinoma cancer—0
Data Augmentation by Fuzzing for Neural Test Generation—0
Fisher-Wright model with deterministic seed bank and selection—0
FisHook -- An Optimized Approach to Marine Specie Classification using MobileNetV2—0
Computer-Aided Extraction of Select MRI Markers of Cerebral Small Vessel Disease: A Systematic Review—0
Fitts' Law for speed-accuracy trade-off describes a diversity-enabled sweet spot in sensorimotor control—0
Computational Typology—0
Computational strategies for dissecting the high-dimensional complexity of adaptive immune repertoires—0
Exploring Diverse Sounds: Identifying Outliers in a Music Corpus—0
Computational models of learning and synaptic plasticity—0
A Simple Measure of Economic Complexity—0
Exploring Diverse Expressions for Paraphrase Generation—0
Computational historical linguistics and language diversity in South Asia—0
Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback—0
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