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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 5126–5150 of 9051 papers

TitleStatusHype
Why Perturbing Symbolic Music is Necessary: Fitting the Distribution of Never-used Notes through a Joint Probabilistic Diffusion Model—0
Balance Measures Derived from Insole Sensor Differentiate Prodromal Dementia with Lewy Bodies—0
Learning to Sample: an Active Learning Framework—0
Balanced Ranking with Diversity Constraints—0
Balanced Gradient Sample Retrieval for Enhanced Knowledge Retention in Proxy-based Continual Learning—0
Towards Iris Presentation Attack Detection with Foundation Models—0
Towards Large-Scale Exploratory Search over Heterogeneous Sources—0
Learning to Synthesize Fashion Textures—0
Baking Symmetry into GFlowNets—0
Learning to Walk Autonomously via Reset-Free Quality-Diversity—0
Learning Trajectories are Generalization Indicators—0
Learning Unseen Concepts via Hierarchical Decomposition and Composition—0
Learning utterance-level representations through token-level acoustic latents prediction for Expressive Speech Synthesis—0
Bahasa Harmony: A Comprehensive Dataset for Bahasa Text-to-Speech Synthesis with Discrete Codec Modeling of EnGen-TTS—0
Learning Video Representations without Natural Videos—0
Learning Vision-based Pursuit-Evasion Robot Policies—0
Learning Visuo-Haptic Skewering Strategies for Robot-Assisted Feeding—0
Learning What Matters: Probabilistic Task Selection via Mutual Information for Model Finetuning—0
Learning what matters - Sampling interesting patterns—0
Learning with Diversity: Self-Expanded Equalization for Better Generalized Deep Metric Learning—0
Towards Large-Scale Simulations of Open-Ended Evolution in Continuous Cellular Automata—0
BAG: Body-Aligned 3D Wearable Asset Generation—0
Towards Learned Clauses Database Reduction Strategies Based on Dominance Relationship—0
Towards Leveraging News Media to Support Impact Assessment of AI Technologies—0
LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases—0
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