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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 2151–2200 of 9051 papers

TitleStatusHype
Implicit neural representations for joint decomposition and registration of gene expression images in the marmoset brainCode0
ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model RobustnessCode0
ChatGPT as a commenter to the news: can LLMs generate human-like opinions?Code0
How to partition diversityCode0
CHARMS: A Cognitive Hierarchical Agent for Reasoning and Motion Stylization in Autonomous DrivingCode0
Towards control of opinion diversity by introducing zealots into a polarised social groupCode0
How Inclusively do LMs Perceive Social and Moral Norms?Code0
How Predictable Are Large Language Model Capabilities? A Case Study on BIG-benchCode0
How Well Do LLMs Identify Cultural Unity in Diversity?Code0
A penalisation method for batch multi-objective Bayesian optimisation with application in heat exchanger designCode0
How Does A Text Preprocessing Pipeline Affect Ontology Syntactic Matching?Code0
How Far Can We Extract Diverse Perspectives from Large Language Models?Code0
HiTR: Hierarchical Topic Model Re-estimation for Measuring Topical Diversity of DocumentsCode0
Adversarial Transformation Networks: Learning to Generate Adversarial ExamplesCode0
How Good Are Synthetic Requirements ? Evaluating LLM-Generated Datasets for AI4RECode0
How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning?Code0
High-dimensional Assisted Generative Model for Color Image RestorationCode0
Higher-Order Message Passing for Glycan Representation LearningCode0
Hierarchical Reinforcement Learning via Advantage-Weighted Information MaximizationCode0
A Patch-Based Algorithm for Diverse and High Fidelity Single Image GenerationCode0
Channel Augmented Joint Learning for Visible-Infrared RecognitionCode0
Hierarchical Pruning of Deep Ensembles with Focal DiversityCode0
Hierarchical Federated Learning in Multi-hop Cluster-Based VANETsCode0
Heterogeneous Random ForestCode0
Hierarchically Organized Latent Modules for Exploratory Search in Morphogenetic SystemsCode0
Challenges of Generating Structurally Diverse GraphsCode0
Harnessing Distribution Ratio Estimators for Learning Agents with Quality and DiversityCode0
Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail RecognitionCode0
Harmony in Diversity: Merging Neural Networks with Canonical Correlation AnalysisCode0
How well do you know your summarization datasets?Code0
VideoDG: Generalizing Temporal Relations in Videos to Novel DomainsCode0
Group Relative Policy Optimization for Image CaptioningCode0
CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup SegmentationCode0
Grouping Words with Semantic DiversityCode0
Growing Artificial Neural Networks for Control: the Role of Neuronal DiversityCode0
Guiding and Diversifying LLM-Based Story Generation via Answer Set ProgrammingCode0
GridDehazeNet: Attention-Based Multi-Scale Network for Image DehazingCode0
Adversarial Multi-lingual Neural Relation ExtractionCode0
GRATIS: GeneRAting TIme Series with diverse and controllable characteristicsCode0
Adversarially Diversified Rehearsal Memory (ADRM): Mitigating Memory Overfitting Challenge in Continual LearningCode0
Gram-Elites: N-Gram Based Quality-Diversity SearchCode0
Graph-guided Architecture Search for Real-time Semantic SegmentationCode0
A comprehensive representation of selection at loci with multiple alleles that allows complex forms of genotypic fitnessCode0
Anti-Collapse Loss for Deep Metric Learning Based on Coding Rate MetricCode0
Gradient Estimators for Implicit ModelsCode0
Go Back in Time: Generating Flashbacks in Stories with Event Temporal PromptsCode0
Adversarial Inference for Multi-Sentence Video DescriptionCode0
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the WildCode0
CausalDialogue: Modeling Utterance-level Causality in ConversationsCode0
GPoeT-2: A GPT-2 Based Poem GeneratorCode0
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