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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 8151–8175 of 9051 papers

TitleStatusHype
SwaQuAD-24: QA Benchmark Dataset in Swahili—0
Swarm Intelligence Enhanced Reasoning: A Density-Driven Framework for LLM-Based Multi-Agent Optimization—0
Defining and Counting Phonological Classes in Cross-linguistic Segment Databases—0
Deflating Dataset Bias Using Synthetic Data Augmentation—0
Controllable Inversion of Black-Box Face Recognition Models via Diffusion—0
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
Swarm Systems as a Platform for Open-Ended Evolutionary Dynamics—0
VITAL: A New Dataset for Benchmarking Pluralistic Alignment in Healthcare—0
DeLiRa: Self-Supervised Depth, Light, and Radiance Fields—0
Controllable Exploration of a Design Space via Interactive Quality Diversity—0
DeltaDQ: Ultra-High Delta Compression for Fine-Tuned LLMs via Group-wise Dropout and Separate Quantization—0
Controllable Diverse Sampling for Diffusion Based Motion Behavior Forecasting—0
Controllable Dialogue Generation with Disentangled Multi-grained Style Specification and Attribute Consistency Reward—0
Controllable Data Augmentation for Context-Dependent Text-to-SQL—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
ViTOC: Vision Transformer and Object-aware Captioner—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
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