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 6451–6475 of 9051 papers

TitleStatusHype
Accuracy meets Diversity in a News Recommender System—0
Perspective-corrected Spatial Referring Expression Generation for Human-Robot Interaction—0
UniForm: A Unified Multi-Task Diffusion Transformer for Audio-Video Generation—0
Perturbation-based Active Learning for Question Answering—0
Unify and Triumph: Polyglot, Diverse, and Self-Consistent Generation of Unit Tests with LLMs—0
Perturbation-Based Two-Stage Multi-Domain Active Learning—0
Perturbation Diversity Certificates Robust Generalisation—0
Unifying Behavioral and Response Diversity for Open-ended Learning in Zero-sum Games—0
Unifying Ensemble Methods for Q-learning via Social Choice Theory—0
PetKaz at SemEval-2024 Task 8: Can Linguistics Capture the Specifics of LLM-generated Text?—0
A Preference-oriented Diversity Model Based on Mutual-information in Re-ranking for E-commerce Search—0
Pfeed: Generating near real-time personalized feeds using precomputed embedding similarities—0
A preference elicitation interface for collecting dense recommender datasets with rich user information—0
Whole Genome Transformer for Gene Interaction Effects in Microbiome Habitat Specificity—0
PhasePerturbation: Speech Data Augmentation via Phase Perturbation for Automatic Speech Recognition—0
Phasic Diversity Optimization for Population-Based Reinforcement Learning—0
A Practical Introduction to Deep Reinforcement Learning—0
Phenomenology and dynamics of competitive ecosystems beyond the niche-neutral regimes—0
Philosophical Foundations of GeoAI: Exploring Sustainability, Diversity, and Bias in GeoAI and Spatial Data Science—0
Phoenix: A Federated Generative Diffusion Model—0
Phonemic evidence reveals interwoven evolution of Chinese dialects—0
Phonemic Transcription of Low-Resource Languages: To What Extent can Preprocessing be Automated?—0
Diversity-Inducing Policy Gradient: Using Maximum Mean Discrepancy to Find a Set of Diverse Policies—0
Photovoltaic Defect Image Generator with Boundary Alignment Smoothing Constraint for Domain Shift Mitigation—0
A practical generalization metric for deep networks benchmarking—0
Show:102550
← PrevPage 259 of 363Next →

No leaderboard results yet.