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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 6551–6600 of 9051 papers

TitleStatusHype
Leveraging band diversity for feature selection in EO data—0
Leveraging Contextual Counterfactuals Toward Belief Calibration—0
Leveraging Data Collection and Unsupervised Learning for Code-switched Tunisian Arabic Automatic Speech Recognition—0
Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks—0
Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking—0
Leveraging Diversity in Online Interactions—0
Leveraging Hypernetworks and Learnable Kernels for Consumer Energy Forecasting Across Diverse Consumer Types—0
Leveraging Large Language Models to Enhance Personalized Recommendations in E-commerce—0
Leveraging Latent Representations of Speech for Indian Language Identification—0
Leveraging Long-Context Large Language Models for Multi-Document Understanding and Summarization in Enterprise Applications—0
Leveraging massively parallel reporter assays for evolutionary questions—0
Leveraging Medical Visual Question Answering with Supporting Facts—0
Leveraging Perceptual Scores for Dataset Pruning in Computer Vision Tasks—0
Leveraging Pre-Trained Models for Multimodal Class-Incremental Learning under Adaptive Fusion—0
Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models—0
Leveraging Social Media as a Source for Clinical Guidelines: A Demarcation of Experiential Knowledge—0
Leveraging Synthetic Audio Data for End-to-End Low-Resource Speech Translation—0
Leveraging User-Diversity in Energy-Efficient Edge-Facilitated Collaborative Fog Computing—0
Lewontin (1972)—0
LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification—0
Lexical Diversity in Kinship Across Languages and Dialects—0
Lexicographic Choice Under Variable Capacity Constraints—0
LexiCon: Lexically Constrained Review Generation via Robust Insertion—0
Lformer: Text-to-Image Generation with L-shape Block Parallel Decoding—0
LiDARNet: A Boundary-Aware Domain Adaptation Model for Point Cloud Semantic Segmentation—0
Life history evolution and the origin of multicellularity: differentiation of types, energy constraints, non-linear curvatures of trade-off functions—0
Lifelong Learning with Weighted Majority Votes—0
Light and 3D: a methodological exploration of digitisation techniques adapted to a selection of objects from the Musée d'Archéologie Nationale—0
Lightweight Monocular Depth with a Novel Neural Architecture Search Method—0
"Like a Nesting Doll": Analyzing Recursion Analogies Generated by CS Students using Large Language Models—0
LIMBA: An Open-Source Framework for the Preservation and Valorization of Low-Resource Languages using Generative Models—0
Limbic: Author-Based Sentiment Aspect Modeling Regularized with Word Embeddings and Discourse Relations—0
Speed and fate diversity tradeoff in nematode's early embryogenesis—0
Linear Precoding Design for OTFS Systems in Time/Frequency Selective Fading Channels—0
Linear Relaxations for Finding Diverse Elements in Metric Spaces—0
Line of Sight: On Linear Representations in VLLMs—0
Line Segmentation from Unconstrained Handwritten Text Images using Adaptive Approach—0
LINGO : Visually Debiasing Natural Language Instructions to Support Task Diversity—0
Lingua Manga: A Generic Large Language Model Centric System for Data Curation—0
Linguistic Complexity Loss in Text-Based Therapy—0
Linguistic Diversity Scores for NLP Data Sets—0
Linguistic features for Hindi light verb construction identification—0
Linguistic features for sentence difficulty prediction in ABSA—0
Linguistic Fingerprint in Transformer Models: How Language Variation Influences Parameter Selection in Irony Detection—0
Lingxi: A Diversity-aware Chinese Modern Poetry Generation System—0
Linked Component Analysis from Matrices to High Order Tensors: Applications to Biomedical Data—0
Data standardization for robust lip sync—0
Liquid Crystal-Based RIS for VLC Transmitters: Performance Analysis, Challenges, and Opportunities—0
LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search—0
LiSTEN: Learning Soft Token Embeddings for Neural Audio LLMs—0
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