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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 2651–2700 of 9051 papers

TitleStatusHype
Fair Summarization: Bridging Quality and Diversity in Extractive SummariesCode0
Gini Coefficient as a Unified Metric for Evaluating Many-versus-Many Similarity in Vector Spaces—0
Integrating Chaotic Evolutionary and Local Search Techniques in Decision Space for Enhanced Evolutionary Multi-Objective Optimization—0
Study on Inter and Intra Speaker Variability in Speaker Recognition—0
Imitation from Diverse Behaviors: Wasserstein Quality Diversity Imitation Learning with Single-Step Archive Exploration—0
Exploring Variational Autoencoders for Medical Image Generation: A Comprehensive Study—0
Multi-Objective Algorithms for Learning Open-Ended Robotic Problems—0
A comprehensive representation of selection at loci with multiple alleles that allows complex forms of genotypic fitnessCode0
PLM-Based Discrete Diffusion Language Models with Entropy-Adaptive Gibbs Sampling—0
Deep Active Learning in the Open World—0
ViTOC: Vision Transformer and Object-aware Captioner—0
Quasi-random Multi-Sample Inference for Large Language Models—0
Diversity and Inclusion in AI for Recruitment: Lessons from Industry Workshop—0
STARS: Sensor-agnostic Transformer Architecture for Remote Sensing—0
Bridging the Gap between Learning and Inference for Diffusion-Based Molecule GenerationCode0
MOANA: Multi-Objective Ant Nesting Algorithm for Optimization Problems—0
Enabling Adaptive Agent Training in Open-Ended Simulators by Targeting DiversityCode0
A Bayesian Mixture Model of Temporal Point Processes with Determinantal Point Process Prior—0
One fish, two fish, but not the whole sea: Alignment reduces language models' conceptual diversityCode0
PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa—0
Discretized Gaussian Representation for Tomographic Reconstruction—0
No Culture Left Behind: ArtELingo-28, a Benchmark of WikiArt with Captions in 28 LanguagesCode0
Efficient Symmetry-Aware Materials Generation via Hierarchical Generative Flow Networks—0
How Does A Text Preprocessing Pipeline Affect Ontology Syntactic Matching?Code0
Evolutionary features in a minimal physical system: directionality, diversity, selection, growth, inheritance, and adaptation—0
Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment ApproachCode0
SEE-DPO: Self Entropy Enhanced Direct Preference Optimization—0
Diversity Helps Jailbreak Large Language Models—0
Gradient Boosting Trees and Large Language Models for Tabular Data Few-Shot Learning—0
Hiring as Exploration—0
Growing a Tail: Increasing Output Diversity in Large Language Models—0
Exploring the Potentials and Challenges of Using Large Language Models for the Analysis of Transcriptional Regulation of Long Non-coding RNAs—0
Enhancing Adversarial Robustness via Uncertainty-Aware Distributional Adversarial Training—0
Conditional Vendi Score: An Information-Theoretic Approach to Diversity Evaluation of Prompt-based Generative ModelsCode0
A Post-Training Enhanced Optimization Approach for Small Language Models—0
IMUDiffusion: A Diffusion Model for Multivariate Time Series Synthetisation for Inertial Motion Capturing Systems—0
Spontaneous Emergence of Agent Individuality through Social Interactions in LLM-Based Communities—0
Evaluating Creative Short Story Generation in Humans and Large Language ModelsCode0
TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives—0
Towards Leveraging News Media to Support Impact Assessment of AI Technologies—0
Diversity Progress for Goal Selection in Discriminability-Motivated RL—0
A Coverage-Guided Testing Framework for Quantum Neural Networks—0
Role Play: Learning Adaptive Role-Specific Strategies in Multi-Agent Interactions—0
The Role of Domain Randomization in Training Diffusion Policies for Whole-Body Humanoid Control—0
Diversidade linguística e inclusão digital: desafios para uma ia brasileira—0
PRIMO: Progressive Induction for Multi-hop Open Rule Generation—0
Designing a Robust Radiology Report Generation System—0
Axiomatic Explainer Globalness via Optimal Transport—0
Federated Voxel Scene Graph for Intracranial HemorrhageCode0
α-TCVAE: On the relationship between Disentanglement and Diversity—0
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