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 3601–3625 of 9051 papers

TitleStatusHype
Knowledge-aware Text-Image Retrieval for Remote Sensing Images—0
The Role of Predictive Uncertainty and Diversity in Embodied AI and Robot Learning—0
MoDiPO: text-to-motion alignment via AI-feedback-driven Direct Preference Optimization—0
Kinematic analysis of structural mechanics based on convolutional neural networkCode0
Sentiment Analysis Across Languages: Evaluation Before and After Machine Translation to EnglishCode0
Enhancing Vision-Language Models Generalization via Diversity-Driven Novel Feature Synthesis—0
Multi-Objective Recommendation via Multivariate Policy LearningCode0
Combining X-Vectors and Bayesian Batch Active Learning: Two-Stage Active Learning Pipeline for Speech Recognition—0
Quality-Weighted Vendi Scores And Their Application To Diverse Experimental DesignCode0
Diversity of What? On the Different Conceptualizations of Diversity in Recommender Systems—0
How to Diversify any Personalized Recommender? A User-centric Pre-processing approach—0
Real Risks of Fake Data: Synthetic Data, Diversity-Washing and Consent Circumvention—0
Exploring the Capabilities of Large Language Models for Generating Diverse Design SolutionsCode0
Generative manufacturing systems using diffusion models and ChatGPT—0
Layers of technology in pluriversal design. Decolonising language technology with the LiveLanguage initiative—0
Are We Really Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation?—0
Towards Inclusive Face Recognition Through Synthetic Ethnicity Alteration—0
Global News Synchrony and Diversity During the Start of the COVID-19 PandemicCode0
Predictive Accuracy-Based Active Learning for Medical Image SegmentationCode0
Multi-task Learning-based Joint CSI Prediction and Predictive Transmitter Selection for Security—0
Why does Knowledge Distillation Work? Rethink its Attention and Fidelity MechanismCode0
Flight Trajectory Prediction Using an Enhanced CNN-LSTM Network—0
Leveraging Active Subspaces to Capture Epistemic Model Uncertainty in Deep Generative Models for Molecular Design—0
PACER+: On-Demand Pedestrian Animation Controller in Driving Scenarios—0
Advancing low-field MRI with a universal denoising imaging transformer: Towards fast and high-quality imagingCode0
Show:102550
← PrevPage 145 of 363Next →

No leaderboard results yet.