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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 4076–4100 of 9051 papers

TitleStatusHype
DiverseDialogue: A Methodology for Designing Chatbots with Human-Like Diversity—0
A New Repair Operator for Multi-objective Evolutionary Algorithm in Constrained Optimization Problems—0
How to Diversify any Personalized Recommender? A User-centric Pre-processing approach—0
Diverse Code Query Learning for Speech-Driven Facial Animation—0
A Diversity-Aware Domain Development Methodology—0
Diverse Beam Search for Increased Novelty in Abstractive Summarization—0
Going Beneath the Surface: Evaluating Image Captioning for Grammaticality, Truthfulness and Diversity—0
Going beyond richness: Modelling the BEF relationship using species identity, evenness, richness and species interactions via the DImodels R package—0
good4cir: Generating Detailed Synthetic Captions for Composed Image Retrieval—0
DAFA: Diversity-Aware Feature Aggregation for Attention-Based Video Object Detection—0
GP-CNAS: Convolutional Neural Network Architecture Search with Genetic Programming—0
A New Non-Negative Matrix Factorization Approach for Blind Source Separation of Cardiovascular and Respiratory Sound Based on the Periodicity of Heart and Lung Function—0
GPLAC: Generalizing Vision-Based Robotic Skills using Weakly Labeled Images—0
A Coalition Formation Game Approach for Personalized Federated Learning—0
GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation—0
Diverse Auto-Curriculum is Critical for Successful Real-World Multiagent Learning Systems—0
Diverse Audio Captioning via Adversarial Training—0
Diverse and Relevant Visual Storytelling with Scene Graph Embeddings—0
GrACE: Generation using Associated Code Edits—0
Black Feminist Musings on Algorithmic Oppression—0
A New Many-Objective Evolutionary Algorithm Based on Determinantal Point Processes—0
How to Build Robust FAQ Chatbot with Controllable Question Generator?—0
Spiers Memorial Lecture: How to do impactful research in artificial intelligence for chemistry and materials science—0
Diverse and Lifespan Facial Age Transformation Synthesis with Identity Variation Rationality Metric—0
Diverse and Fine-Grained Instruction-Following Ability Exploration with Synthetic Data—0
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