SOTAVerified

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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 8201–8250 of 9051 papers

TitleStatusHype
GenZSL: Generative Zero-Shot Learning Via Inductive Variational AutoencoderCode0
Master-slave Deep Architecture for Top-K Multi-armed Bandits with Non-linear Bandit Feedback and Diversity ConstraintsCode0
The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic TextCode0
Diversity matters: Robustness of bias measurements in WikidataCode0
Promoting Counterfactual Robustness through DiversityCode0
The Curse of Diversity in Ensemble-Based ExplorationCode0
Promoting Fairness and Diversity in Speech Datasets for Mental Health and Neurological Disorders ResearchCode0
Compositional Embeddings Using Complementary Partitions for Memory-Efficient Recommendation SystemsCode0
Genetic Algorithm with Innovative Chromosome Patterns in the Breeding ProcessCode0
Diversity in Fashion Recommendation using Semantic ParsingCode0
SkinAugment: Auto-Encoding Speaker Conversions for Automatic Speech TranslationCode0
Generative Monoculture in Large Language ModelsCode0
Generative AI and Creativity: A Systematic Literature Review and Meta-AnalysisCode0
A comprehensive representation of selection at loci with multiple alleles that allows complex forms of genotypic fitnessCode0
All-In-One Underwater Image Enhancement using Domain-Adversarial LearningCode0
Prompt-Based Exemplar Super-Compression and Regeneration for Class-Incremental LearningCode0
SliderSpace: Decomposing the Visual Capabilities of Diffusion ModelsCode0
Diversity-Enriched Option-CriticCode0
Adversarial Multi-lingual Neural Relation ExtractionCode0
Alleviating the Long-Tail Problem in Conversational Recommender SystemsCode0
Aligning Sentence Simplification with ESL Learner's Proficiency for Language AcquisitionCode0
Maximizing Mutual Information Across Feature and Topology Views for Learning Graph RepresentationsCode0
Complex Locomotion Skill Learning via Differentiable PhysicsCode0
A Simple Yet Effective Approach for Diversified Session-Based RecommendationCode0
SLVR: Super-Light Visual Reconstruction via Blueprint Controllable Convolutions and Exploring Feature Diversity RepresentationCode0
Diversity Enhanced Narrative Question Generation for StorybooksCode0
Generating Synthetic Free-text Medical Records with Low Re-identification Risk using Masked Language ModelingCode0
Deep Out-of-Distribution Uncertainty Quantification via Weight Entropy MaximizationCode0
Batch Active Learning Using Determinantal Point ProcessesCode0
Max-margin Class Imbalanced Learning with Gaussian AffinityCode0
The Disparate Benefits of Deep EnsemblesCode0
Prompt Transfer for Dual-Aspect Cross Domain Cognitive DiagnosisCode0
Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight AdjustmentCode0
Generating Sentential Arguments from Diverse Perspectives on Controversial TopicCode0
MCC-KD: Multi-CoT Consistent Knowledge DistillationCode0
The Diverse Cohort Selection ProblemCode0
Generating Realistic Forehead-Creases for User Verification via Conditioned Piecewise Polynomial CurvesCode0
Generating Neural Networks with Neural NetworksCode0
MDIA: A Benchmark for Multilingual Dialogue Generation in 46 LanguagesCode0
Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair GenerationCode0
A Simple Method for Commonsense ReasoningCode0
Smart Starts: Accelerating Convergence through Uncommon Region ExplorationCode0
MDSC: Towards Evaluating the Style Consistency Between Music and DanceCode0
MeaeQ: Mount Model Extraction Attacks with Efficient QueriesCode0
Particle Smoothing Variational ObjectivesCode0
Generating Natural Language Adversarial ExamplesCode0
Diversity-Driven Extensible Hierarchical Reinforcement LearningCode0
Diversity-Driven Combination for Grammatical Error CorrectionCode0
Diversity driven Attention Model for Query-based Abstractive SummarizationCode0
Measuring and Improving Semantic Diversity of Dialogue GenerationCode0
Show:102550
← PrevPage 165 of 182Next →

No leaderboard results yet.