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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

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Showing 6101–6150 of 9051 papers

TitleStatusHype
Diminished Diversity-of-Thought in a Standard Large Language Model—0
Uncertainty-Aware Deep Video Compression with Ensembles—0
One Size Does Not Fit All: Modeling Users' Personal Curiosity in Recommender Systems—0
Artificial Intelligence: Framework of driving triggers to past, present and future applications and influencers of industry sector adoption—0
One Stack, Diverse Vehicles: Checking Safe Portability of Automated Driving Software—0
On Evaluation of Document Classification using RVL-CDIP—0
On Evolvability and Behavior Landscapes in Neuroevolutionary Divergent Search—0
One-Way Ticket: Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models—0
One world, one opinion? The superstar effect in LLM responses—0
On Extreme Pruning of Random Forest Ensembles for Real-time Predictive Applications—0
On Fairness, Diversity and Randomness in Algorithmic Decision Making—0
On Feature Diversity in Energy-based Models—0
Ontology of Belief Diversity: A Community-Based Epistemological Approach—0
Uncertainty Awareness in Wireless Communications and Sensing—0
On How Users Edit Computer-Generated Visual Stories—0
On Hyperspectral Classification in the Compressed Domain—0
On Languaging a Simulation Engine—0
Exploring Social Media Image Categorization Using Large Models with Different Adaptation Methods: A Case Study on Cultural Nature's Contributions to People—0
On Learning the Tail Quantiles of Driving Behavior Distributions via Quantile Regression and Flows—0
Online Automatic Post-editing for MT in a Multi-Domain Translation Environment—0
Online Behavior Modification for Expressive User Control of RL-Trained Robots—0
Online Camera-to-ground Calibration for Autonomous Driving—0
Artificial Intelligence Ethics Education in Cybersecurity: Challenges and Opportunities: a focus group report—0
Push and Pull Search Embedded in an M2M Framework for Solving Constrained Multi-objective Optimization Problems—0
Artificial intelligence and the internal processes of creativity—0
Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network—0
Online Diversity Control in Symbolic Regression via a Fast Hash-based Tree Similarity Measure—0
Online Knowledge Distillation via Multi-branch Diversity Enhancement—0
Online News Media Website Ranking Using User Generated Content—0
Machine Learning in Nuclear Physics—0
Which Channel in 6G, Low-rank or Full-rank, more needs RIS from a Perspective of DoF?—0
On Minimizing Symbol Error Rate Over Fading Channels with Low-Resolution Quantization—0
Affinity-based extension of non-extensive entropy and statistical mechanics—0
ON NEURAL NETWORK GENERALIZATION VIA PROMOTING WITHIN-LAYER ACTIVATION DIVERSITY—0
On Nondeterminism and Instability in Optimizing Neural Networks—0
On Nondeterminism and Instability in Neural Network Optimization—0
On Paraphrase Identification Corpora—0
On Performance of Fluid Antenna System using Maximum Ratio Combining—0
Uncertainty-Driven Action Quality Assessment—0
Uncertainty Meets Diversity: A Comprehensive Active Learning Framework for Indoor 3D Object Detection—0
ARTEMIS: Using GANs with Multiple Discriminators to Generate Art—0
On properties driving diversity index selection—0
Uncertainty Quantification for Atlas-Level Cell Type Transfer—0
Achieving Diversity in Counterfactual Explanations: a Review and Discussion—0
On Sample-Efficient Offline Reinforcement Learning: Data Diversity, Posterior Sampling, and Beyond—0
On Sampling and Greedy MAP Inference of Constrained Determinantal Point Processes—0
On Stein Variational Neural Network Ensembles—0
ArtELingo: A Million Emotion Annotations of WikiArt with Emphasis on Diversity over Language and Culture—0
On the Amplification of Linguistic Bias through Unintentional Self-reinforcement Learning by Generative Language Models -- A Perspective—0
The quest for the definition of life—0
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