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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 5851–5900 of 9051 papers

TitleStatusHype
A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes—0
Semantic Segmentation for Point Cloud Scenes via Dilated Graph Feature Aggregation and Pyramid Decoders—0
Persona-driven Dominant/Submissive Map (PDSM) Generation for Tutorials—0
Using Linguistic Typology to Enrich Multilingual Lexicons: the Case of Lexical Gaps in KinshipCode0
Adaptive Channel Allocation for Robust Differentiable Architecture Search—0
Coalescent dynamics of planktonic communities—0
Neuronal diversity can improve machine learning for physics and beyondCode0
Hierarchical and Multi-Scale Variational Autoencoder for Diverse and Natural Non-Autoregressive Text-to-Speech—0
DiversiTree: A New Method to Efficiently Compute Diverse Sets of Near-Optimal Solutions to Mixed-Integer Optimization Problems—0
Multi-Sample ζ-mixup: Richer, More Realistic Synthetic Samples from a p-Series Interpolant—0
Defending Active Directory by Combining Neural Network based Dynamic Program and Evolutionary Diversity Optimisation—0
Learning to Walk Autonomously via Reset-Free Quality-Diversity—0
Evolutionary Diversity Optimisation for The Traveling Thief Problem—0
A Novel 3D Non-Stationary Channel Model for 6G Indoor Visible Light Communication Systems—0
Exploring the influence of fine-tuning data on wav2vec 2.0 model for blind speech quality prediction—0
High-Quality Pluralistic Image Completion via Code Shared VQGAN—0
Continuously Discovering Novel Strategies via Reward-Switching Policy Optimization—0
Explicit and Implicit Pattern Relation Analysis for Discovering Actionable Negative Sequences—0
Failed Disruption Propagation in Integer Genetic Programming—0
Computer-Aided Extraction of Select MRI Markers of Cerebral Small Vessel Disease: A Systematic Review—0
Introduction to the Artificial Intelligence that can be applied to the Network Automation Journey—0
Filter-based Discriminative Autoencoders for Children Speech Recognition—0
End-to-end Learnable Diversity-aware News Recommendation—0
Socratic Models: Composing Zero-Shot Multimodal Reasoning with LanguageCode0
Rethinking Video Salient Object Ranking—0
SimVQA: Exploring Simulated Environments for Visual Question Answering—0
Open Source MagicData-RAMC: A Rich Annotated Mandarin Conversational(RAMC) Speech Dataset—0
Artificial Intelligence: Framework of driving triggers to past, present and future applications and influencers of industry sector adoption—0
On Decoding Strategies for Neural Text Generators—0
Self-Supervised Light Field Depth Estimation Using Epipolar Plane Images—0
AnyFace: Free-style Text-to-Face Synthesis and Manipulation—0
On-the-Fly Feature Based Rapid Speaker Adaptation for Dysarthric and Elderly Speech Recognition—0
Metropolis-Hastings Data Augmentation for Graph Neural Networks—0
Rope3D: TheRoadside Perception Dataset for Autonomous Driving and Monocular 3D Object Detection Task—0
Multilingual CheckList: Generation and Evaluation—0
Steganalysis of Image with Adaptively Parametric Activation—0
Computational historical linguistics and language diversity in South Asia—0
Informational Autocrats, Diverse Societies—0
Machine Learning Testing in an ADAS Case Study Using Simulation-Integrated Bio-Inspired Search-Based Testing—0
Channel Self-Supervision for Online Knowledge Distillation—0
Bioplastic Design using Multitask Deep Neural NetworksCode0
A Unified Substrate for Body-Brain Co-evolutionCode0
Reinforcement-based frugal learning for satellite image change detection—0
Learning Enriched Illuminants for Cross and Single Sensor Color Constancy—0
DIANES: A DEI Audit Toolkit for News Sources—0
Recognising the importance of preference change: A call for a coordinated multidisciplinary research effort in the age of AI—0
RareGAN: Generating Samples for Rare ClassesCode0
Challenges and Strategies in Cross-Cultural NLP—0
On the Importance of Data Size in Probing Fine-tuned ModelsCode0
Multilingual Detection of Personal Employment Status on TwitterCode0
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