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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 6426–6450 of 9051 papers

TitleStatusHype
Large-Scale Survey of Cell-Differentiation Programs in a Generative Model Reveals Regeneration as an Epiphenomenon of Development—0
Lasso Bandit with Compatibility Condition on Optimal Arm—0
Lasting Diversity and Superior Runtime Guarantees for the (μ+1) Genetic Algorithm—0
LatentCRF: Continuous CRF for Efficient Latent Diffusion—0
Latent Filter Scaling for Multimodal Unsupervised Image-to-Image Translation—0
Latent Lexical Projection in Large Language Models: A Novel Approach to Implicit Representation Refinement—0
Latent Part-of-Speech Sequences for Neural Machine Translation—0
Latent Variable Modeling with Diversity-Inducing Mutual Angular Regularization—0
Latent Video Dataset Distillation—0
Lattice-Based Transformer Encoder for Neural Machine Translation—0
Layer-diverse Negative Sampling for Graph Neural Networks—0
LayeredFlow: A Real-World Benchmark for Non-Lambertian Multi-Layer Optical Flow—0
Layers of technology in pluriversal design. Decolonising language technology with the LiveLanguage initiative—0
Layout-and-Retouch: A Dual-stage Framework for Improving Diversity in Personalized Image Generation—0
LayoutDM: Transformer-based Diffusion Model for Layout Generation—0
LB-KBQA: Large-language-model and BERT based Knowledge-Based Question and Answering System—0
LC3Net: Ladder context correlation complementary network for salient object detection—0
LCM-Lookahead for Encoder-based Text-to-Image Personalization—0
LCReg: Long-Tailed Image Classification with Latent Categories based Recognition—0
LDMGAN: Reducing Mode Collapse in GANs with Latent Distribution Matching—0
LDPC-Coded Molecular Communications with Increased Diversity—0
LDPC Codes in Cooperative Communication—0
LEAD: Latent Realignment for Human Motion Diffusion—0
LeaningTower@LT-EDI-ACL2022: When Hope and Hate Collide—0
Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection—0
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