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 326–350 of 9051 papers

TitleStatusHype
Fluctuating growth rates link turnover and unevenness in species-rich communities—0
Synthesize-on-Graph: Knowledgeable Synthetic Data Generation for Continue Pre-training of Large Language Models—0
Subset Selection for Fine-Tuning: A Utility-Diversity Balanced Approach for Mathematical Domain Adaptation—0
Deterministic-to-Stochastic Diverse Latent Feature Mapping for Human Motion Synthesis—0
Adapting Precomputed Features for Efficient Graph CondensationCode1
Rethinking Time Encoding via Learnable Transformation FunctionsCode0
Enriching the Korean Learner Corpus with Multi-reference Annotations and Rubric-Based Scoring—0
Pixel3DMM: Versatile Screen-Space Priors for Single-Image 3D Face Reconstruction—0
JaccDiv: A Metric and Benchmark for Quantifying Diversity of Generated Marketing Text in the Music Industry—0
Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts—0
Cooking Up Creativity: A Cognitively-Inspired Approach for Enhancing LLM Creativity through Structured RepresentationsCode0
Clustering-Based Evolutionary Federated Multiobjective Optimization and Learning—0
Information Gravity: A Field-Theoretic Model for Token Selection in Large Language Models—0
FedAvgen: Metadata for Model Aggregation In Communication Systems—0
Accurate and Diverse LLM Mathematical Reasoning via Automated PRM-Guided GFlowNets—0
Hierarchical Uncertainty-Aware Graph Neural Network—0
Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments—0
CLR-Wire: Towards Continuous Latent Representations for 3D Curve Wireframe GenerationCode0
Balancing Creativity and Automation: The Influence of AI on Modern Film Production and Dissemination—0
DiCE-Extended: A Robust Approach to Counterfactual Explanations in Machine Learning—0
MATCHA: Can Multi-Agent Collaboration Build a Trustworthy Conversational Recommender?—0
Offline Learning of Controllable Diverse Behaviors—0
PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts—0
Targeted AMP generation through controlled diffusion with efficient embeddings—0
Robo-Troj: Attacking LLM-based Task Planners—0
Show:102550
← PrevPage 14 of 363Next →

No leaderboard results yet.