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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 3051–3075 of 9051 papers

TitleStatusHype
Efficient Self-Supervised Data Collection for Offline Robot Learning—0
Efficient Semi-Supervised Learning for Natural Language Understanding by Optimizing Diversity—0
An Efficient Framework for Crediting Data Contributors of Diffusion Models—0
Efficient Skill Discovery via Regret-Aware Optimization—0
EVINCE: Optimizing Multi-LLM Dialogues Using Conditional Statistics and Information Theory—0
Efficient Symmetry-Aware Materials Generation via Hierarchical Generative Flow Networks—0
Efficient Transfer Learning in Diffusion Models via Adversarial Noise—0
Citation Structural Diversity: A Novel and Concise Metric Combining Structure and Semantics for Literature Evaluation—0
"Diversity and Uncertainty in Moderation" are the Key to Data Selection for Multilingual Few-shot Transfer—0
Ego2HandsPose: A Dataset for Egocentric Two-hand 3D Global Pose Estimation—0
Ego-Downward and Ambient Video based Person Location Association—0
Diversity and stylization of the contemporary user-generated visual arts in the complexity-entropy plane—0
Bridging the Fairness Gap: Enhancing Pre-trained Models with LLM-Generated Sentences—0
Diversity and Sparsity: A New Perspective on Index Tracking—0
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation—0
Elicitron: An LLM Agent-Based Simulation Framework for Design Requirements Elicitation—0
Eligibility traces provide a data-inspired alternative to backpropagation through time—0
ELITE: Enhanced Language-Image Toxicity Evaluation for Safety—0
Diversity and Social Network Structure in Collective Decision Making: Evolutionary Perspectives with Agent-Based Simulations—0
Elucidating Optimal Reward-Diversity Tradeoffs in Text-to-Image Diffusion Models—0
Advanced Strategies of Portfolio Management in the Heston Market Model—0
Ever Evolving Evaluator (EV3): Towards Flexible and Reliable Meta-Optimization for Knowledge Distillation—0
Diversity and Novelty MasterPrints: Generating Multiple DeepMasterPrints for Increased User Coverage—0
Diversity and Multiplexing for Continuous Aperture Array (CAPA)-Based Communications—0
Diversity and Language Technology: How Techno-Linguistic Bias Can Cause Epistemic Injustice—0
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