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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 2951–3000 of 9051 papers

TitleStatusHype
Exploring the Capabilities of Large Language Models for Generating Diverse Design SolutionsCode0
Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution StrategiesCode0
Exploring Flat Minima for Domain Generalization with Large Learning RatesCode0
Exploring Format Consistency for Instruction TuningCode0
Exploring Model Consensus to Generate Translation ParaphrasesCode0
Exploring Diversity-based Active Learning for 3D Object Detection in Autonomous DrivingCode0
Challenges of Generating Structurally Diverse GraphsCode0
Dynamic Quality-Diversity SearchCode0
Exploring Diversity in Back Translation for Low-Resource Machine TranslationCode0
Exploratory State Representation LearningCode0
Deconditional Downscaling with Gaussian ProcessesCode0
Does In-Context Learning Really Learn? Rethinking How Large Language Models Respond and Solve Tasks via In-Context LearningCode0
Channel Augmented Joint Learning for Visible-Infrared RecognitionCode0
Dynamics of niche construction in adaptable populations evolving in diverse environmentsCode0
Exploiting ConvNet Diversity for Flooding IdentificationCode0
Exploring the Evolution of GANs through Quality DiversityCode0
Hypergraph Clustering for Finding Diverse and Experienced GroupsCode0
Decomposed Distribution Matching in Dataset CondensationCode0
DynED: Dynamic Ensemble Diversification in Data Stream ClassificationCode0
DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal GraphsCode0
Expanding, Retrieving and Infilling: Diversifying Cross-Domain Question Generation with Flexible TemplatesCode0
PersoBench: Benchmarking Personalized Response Generation in Large Language ModelsCode0
Decoding MIE: A Novel Dataset Approach Using Topic Extraction and Affiliation ParsingCode0
Expanding functional protein sequence space using generative adversarial networksCode0
ExplainCPE: A Free-text Explanation Benchmark of Chinese Pharmacist ExaminationCode0
A variational selection mechanism for article comment generationCode0
Earlier Isn't Always Better: Sub-aspect Analysis on Corpus and System Biases in SummarizationCode0
Perturbation-based Effect Measures for Compositional DataCode0
exHarmony: Authorship and Citations for Benchmarking the Reviewer Assignment ProblemCode0
Exhaustive Exploitation of Nature-inspired Computation for Cancer Screening in an Ensemble MannerCode0
Explaining crime diversity with Google street viewCode0
Evolvability ES: Scalable and Direct Optimization of EvolvabilityCode0
Auxiliary Discrminator Sequence Generative Adversarial Networks (ADSeqGAN) for Few Sample Molecule GenerationCode0
A penalisation method for batch multi-objective Bayesian optimisation with application in heat exchanger designCode0
Evolutionary Generative Adversarial NetworksCode0
Accelerating Prototype-Based Drug Discovery using Conditional Diversity 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
Evidence for a multi-level trophic organization of the human gut microbiomeCode0
AMPSO: Artificial Multi-Swarm Particle Swarm OptimizationCode0
Event Transition Planning for Open-ended Text GenerationCode0
Autoselection of the Ensemble of Convolutional Neural Networks with Second-Order Cone ProgrammingCode0
Evolutionary bagging for ensemble learningCode0
Evaluating Neural Language Models as Cognitive Models of Language AcquisitionCode0
DCAST: Diverse Class-Aware Self-Training Mitigates Selection Bias for Fairer LearningCode0
Evaluating Diversity in Automatic Poetry GenerationCode0
CHARMS: A Cognitive Hierarchical Agent for Reasoning and Motion Stylization in Autonomous DrivingCode0
PMT-IQA: Progressive Multi-task Learning for Blind Image Quality AssessmentCode0
Evaluating Fairness in Argument RetrievalCode0
Evaluating and Improving Graph to Text Generation with Large Language ModelsCode0
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