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 1801–1825 of 9051 papers

TitleStatusHype
Loss-Guided Auxiliary Agents for Overcoming Mode Collapse in GFlowNets—0
An Inclusive Foundation Model for Generalizable Cytogenetics in Precision Oncology—0
Ensembling Sparse Autoencoders—0
A Distributed Local Energy Market Clearing Framework Using a Two-Loop ADMM Method—0
Towards Pre-training an Effective Respiratory Audio Foundation Model—0
Algorithmic Hiring and Diversity: Reducing Human-Algorithm Similarity for Better Outcomes—0
KO: Kinetics-inspired Neural Optimizer with PDE Simulation Approaches—0
Success is in the Details: Evaluate and Enhance Details Sensitivity of Code LLMs through CounterfactualsCode0
Creative Preference Optimization—0
CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring—0
Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models—0
ReactDiff: Latent Diffusion for Facial Reaction GenerationCode0
The Achilles Heel of AI: Fundamentals of Risk-Aware Training Data for High-Consequence Models—0
Few-Step Diffusion via Score identity Distillation—0
Active Learning on Synthons for Molecular Design—0
The Effect of Language Diversity When Fine-Tuning Large Language Models for Translation—0
Sat2Sound: A Unified Framework for Zero-Shot Soundscape Mapping—0
Towards A Generalist Code Embedding Model Based On Massive Data Synthesis—0
GeoRanker: Distance-Aware Ranking for Worldwide Image Geolocalization—0
SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs—0
Guiding Diffusion with Deep Geometric Moments: Balancing Fidelity and Variation—0
Wisdom from Diversity: Bias Mitigation Through Hybrid Human-LLM Crowds—0
Attention-Enhanced U-Net for Accurate Segmentation of COVID-19 Infected Lung Regions in CT Scans—0
Exploring Sparsity for Parameter Efficient Fine Tuning Using WaveletsCode0
EuLearn: A 3D database for learning Euler characteristicsCode0
Show:102550
← PrevPage 73 of 363Next →

No leaderboard results yet.