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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 2751–2800 of 9051 papers

TitleStatusHype
FedCCRL: Federated Domain Generalization with Cross-Client Representation LearningCode0
Federated Visual Classification with Real-World Data DistributionCode0
"Define Your Terms" : Enhancing Efficient Offensive Speech Classification with DefinitionCode0
DEff-GAN: Diverse Attribute Transfer for Few-Shot Image SynthesisCode0
FGraDA: A Dataset and Benchmark for Fine-Grained Domain Adaptation in Machine TranslationCode0
Feasible Recourse Plan via Diverse InterpolationCode0
Federated Voxel Scene Graph for Intracranial HemorrhageCode0
FASTdoop: a versatile and efficient library for the input of FASTA and FASTQ files for MapReduce Hadoop bioinformatics applicationsCode0
Deep Surrogate Assisted MAP-Elites for Automated Hearthstone DeckbuildingCode0
Fast and Functional Structured Data Generators Rooted in Out-of-Equilibrium PhysicsCode0
Batched Large-scale Bayesian Optimization in High-dimensional SpacesCode0
Fast and Practical Neural Architecture SearchCode0
An Open-World, Diverse, Cross-Spatial-Temporal Benchmark for Dynamic Wild Person Re-IdentificationCode0
Diversity matters: Robustness of bias measurements in WikidataCode0
Farsighted Probabilistic Sampling: A General Strategy for Boosting Local Search MaxSAT SolversCode0
Fast Texture Synthesis via Pseudo OptimizerCode0
Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text GenerationCode0
Diversity Measures: Domain-Independent Proxies for Failure in Language Model QueriesCode0
Diversity Networks: Neural Network Compression Using Determinantal Point ProcessesCode0
Diversity of emergent dynamics in competitive threshold-linear networksCode0
MeaeQ: Mount Model Extraction Attacks with Efficient QueriesCode0
Fair and accurate age prediction using distribution aware data curation and augmentationCode0
FAIRM: Learning invariant representations for algorithmic fairness and domain generalization with minimax optimalityCode0
Batch Decorrelation for Active Metric LearningCode0
Fairness and Diversity in Recommender Systems: A SurveyCode0
Fair Summarization: Bridging Quality and Diversity in Extractive SummariesCode0
Batch Active Learning Using Determinantal Point ProcessesCode0
FairER: Entity Resolution with Fairness ConstraintsCode0
Fair and Diverse DPP-based Data SummarizationCode0
Diversity Optimization for Travelling Salesman Problem via Deep Reinforcement LearningCode0
Batch Active Learning at ScaleCode0
Hypergraph Clustering for Finding Diverse and Experienced GroupsCode0
Deep Reinforcement Learning for Vision-Based Robotic Grasping: A Simulated Comparative Evaluation of Off-Policy MethodsCode0
Facilitating bootstrapped and rarefaction-based microbiome diversity analysis with q2-bootsCode0
Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness RewardCode0
Meta-Learning an Evolvable Developmental EncodingCode0
Can Generative Models Improve Self-Supervised Representation Learning?Code0
Analysing domain shift factors between videos and images for object detectionCode0
Advancing Topic Segmentation of Broadcasted Speech with Multilingual Semantic EmbeddingsCode0
Face Manifold: Manifold Learning for Synthetic Face GenerationCode0
Fact-or-Fair: A Checklist for Behavioral Testing of AI Models on Fairness-Related QueriesCode0
Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text GenerationCode0
Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment ApproachCode0
mHumanEval -- A Multilingual Benchmark to Evaluate Large Language Models for Code GenerationCode0
Deep Reinforcement Learning for Dialogue GenerationCode0
MIGS: Meta Image Generation from Scene GraphsCode0
MINT -- Mainstream and Independent News Text CorpusCode0
Mind the GAP: A Balanced Corpus of Gendered Ambiguous PronounsCode0
Deep Reinforcement Learning-based Exploration of Web ApplicationsCode0
Barrier-Free Microhabitats: Self-Organized Seclusion in Microbial CommunitiesCode0
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