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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 4626–4650 of 9051 papers

TitleStatusHype
Deformation Robust Text Spotting with Geometric Prior—0
DELIA: Diversity-Enhanced Learning for Instruction Adaptation in Large Language Models—0
Deliberate Reasoning for LLMs as Structure-aware Planning with Accurate World Model—0
DeLiRa: Self-Supervised Depth, Light, and Radiance Fields—0
DeltaDQ: Ultra-High Delta Compression for Fine-Tuned LLMs via Group-wise Dropout and Separate Quantization—0
Delving into Rectifiers in Style-Based Image Translation—0
Delving into Transformer for Incremental Semantic Segmentation—0
DEM: Distribution Edited Model for Training with Mixed Data Distributions—0
Democratizing AI Governance: Balancing Expertise and Public Participation—0
Demographic Attributes Prediction from Speech Using WavLM Embeddings—0
Demonstration Selection for In-Context Learning via Reinforcement Learning—0
Demystifying Multi-Faceted Video Summarization: Tradeoff Between Diversity,Representation, Coverage and Importance—0
Denoising Attention for Query-aware User Modeling in Personalized Search—0
Denoising Diffusion Probabilistic Models for Styled Walking Synthesis—0
Dense Video Captioning: A Survey of Techniques, Datasets and Evaluation Protocols—0
Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval—0
Density Descent for Diversity Optimization—0
DE/RM-MEDA: A New Hybrid Multi-Objective Generator—0
Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN—0
Design and Analysis of Diversity-Based Parent Selection Schemes for Speeding Up Evolutionary Multi-objective Optimisation—0
Design and Evaluation of the Corpus of Everyday Japanese Conversation—0
Design and Performance Analysis of a New STBC-MIMO LoRa System—0
Design Diversity for Improving Efficiency and Reducing Risk in Oil and Gas Well Stimulation under Uncertain Reservoir Conditions—0
Designing Air Flow with Surrogate-assisted Phenotypic Niching—0
Designing and Evaluating Interfaces that Highlight News Coverage Diversity Using Discord Questions—0
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