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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 2601–2625 of 9051 papers

TitleStatusHype
Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh RecoveryCode0
Evolution of Thought: Diverse and High-Quality Reasoning via Multi-Objective Optimization—0
AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea—0
An Improved Dung Beetle Optimizer for Random Forest Optimization—0
Multi-ToM: Evaluating Multilingual Theory of Mind Capabilities in Large Language Models—0
LetsTalk: Latent Diffusion Transformer for Talking Video Synthesis—0
ChemSafetyBench: Benchmarking LLM Safety on Chemistry DomainCode0
Learning a local trading strategy: deep reinforcement learning for grid-scale renewable energy integration—0
The 1st Workshop on Human-Centered Recommender Systems—0
TPLogAD: Unsupervised Log Anomaly Detection Based on Event Templates and Key Parameters—0
Brain-Computer Interfaces for Emotional Regulation in Patients with Various Disorders—0
Reconciling Semantic Controllability and Diversity for Remote Sensing Image Synthesis with Hybrid Semantic Embedding—0
Is there a robust effect of mainland mutualism rates on species richness of oceanic islands?Code0
On the Fairness, Diversity and Reliability of Text-to-Image Generative Models—0
From RNNs to Foundation Models: An Empirical Study on Commercial Building Energy Consumption—0
Out-Of-Distribution Detection with Diversification (Provably)Code0
Open Challenges in the Formal Verification of Autonomous Driving—0
Which Channel in 6G, Low-rank or Full-rank, more needs RIS from a Perspective of DoF?—0
Unification of Balti and trans-border sister dialects in the essence of LLMs and AI Technology—0
Identity Preserving 3D Head Stylization with Multiview Score Distillation—0
LIMBA: An Open-Source Framework for the Preservation and Valorization of Low-Resource Languages using Generative Models—0
Utilizing Large Language Models to Synthesize Product Desirability Datasets—0
Exploring Non-Linear Effects of Built Environment on Travel Using an Integrated Machine Learning and Inferential Modeling Approach: A Three-Wave Repeated Cross-Sectional Study—0
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval—0
Preference-Conditioned Gradient Variations for Multi-Objective Quality-Diversity—0
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