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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 3001–3050 of 9051 papers

TitleStatusHype
Exploring Diversity-based Active Learning for 3D Object Detection in Autonomous DrivingCode0
Practice Makes a Solver Perfect: Data Augmentation for Math Word Problem SolversCode0
AMPSO: Artificial Multi-Swarm Particle Swarm OptimizationCode0
Explaining crime diversity with Google street viewCode0
Autoselection of the Ensemble of Convolutional Neural Networks with Second-Order Cone ProgrammingCode0
ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model RobustnessCode0
Exploring Diversity in Back Translation for Low-Resource Machine TranslationCode0
Exploring Model Learning Heterogeneity for Boosting Ensemble RobustnessCode0
Exhaustive Exploitation of Nature-inspired Computation for Cancer Screening in an Ensemble MannerCode0
exHarmony: Authorship and Citations for Benchmarking the Reviewer Assignment ProblemCode0
ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity?Code0
A*3D Dataset: Towards Autonomous Driving in Challenging EnvironmentsCode0
Expanding functional protein sequence space using generative adversarial networksCode0
DCAST: Diverse Class-Aware Self-Training Mitigates Selection Bias for Fairer LearningCode0
Expanding, Retrieving and Infilling: Diversifying Cross-Domain Question Generation with Flexible TemplatesCode0
Evolvability ES: Scalable and Direct Optimization of EvolvabilityCode0
Autoregressive Quantile Networks for Generative ModelingCode0
Evolutionary Generative Adversarial NetworksCode0
Evolution of a Functionally Diverse Swarm via a Novel Decentralised Quality-Diversity AlgorithmCode0
Exact Fusion via Feature Distribution Matching for Few-shot Image GenerationCode0
Autonomous skill discovery with Quality-Diversity and Unsupervised DescriptorsCode0
Probing Simile Knowledge from Pre-trained Language ModelsCode0
Evidence for a multi-level trophic organization of the human gut microbiomeCode0
Dataset Geography: Mapping Language Data to Language UsersCode0
Dataset for the First Evaluation on Chinese Machine Reading ComprehensionCode0
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding DatasetsCode0
Projection-wise Disentangling for Fair and Interpretable Representation Learning: Application to 3D Facial Shape AnalysisCode0
Dataset Clustering for Improved Offline Policy LearningCode0
Evolutionary bagging for ensemble learningCode0
ExplainCPE: A Free-text Explanation Benchmark of Chinese Pharmacist ExaminationCode0
Exploring Precision and Recall to assess the quality and diversity of LLMsCode0
Discovering Representations for Black-box OptimizationCode0
Evaluating Neural Language Models as Cognitive Models of Language AcquisitionCode0
Dataset and Benchmark for Urdu Natural Scenes Text Detection, Recognition and Visual Question AnsweringCode0
Evaluating Diversity in Automatic Poetry GenerationCode0
Evaluating Fairness in Argument RetrievalCode0
Evaluating and Improving Graph to Text Generation with Large Language ModelsCode0
Automatic Synthesis of Diverse Weak Supervision Sources for Behavior AnalysisCode0
Evaluating Coherence in Dialogue Systems using EntailmentCode0
Pruning Techniques for Mixed Ensembles of Genetic Programming ModelsCode0
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating AttentionCode0
AMLNet: Adversarial Mutual Learning Neural Network for Non-AutoRegressive Multi-Horizon Time Series ForecastingCode0
Evaluating Creative Short Story Generation in Humans and Large Language ModelsCode0
ETS: Efficient Tree Search for Inference-Time ScalingCode0
Ethical Considerations for Responsible Data CurationCode0
EuLearn: A 3D database for learning Euler characteristicsCode0
Establishing a Unified Evaluation Framework for Human Motion Generation: A Comparative Analysis of MetricsCode0
A mirror-Unet architecture for PET/CT lesion segmentationCode0
ET-AL: Entropy-Targeted Active Learning for Bias Mitigation in Materials DataCode0
Data Fusion for Deep Learning on Transport Mode Detection: A Case StudyCode0
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