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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 7151–7200 of 9051 papers

TitleStatusHype
User Intention Recognition and Requirement Elicitation Method for Conversational AI Services—0
r/K selection of GC content in prokaryotes—0
RLEMMO: Evolutionary Multimodal Optimization Assisted By Deep Reinforcement Learning—0
RMD: A Simple Baseline for More General Human Motion Generation via Training-free Retrieval-Augmented Motion Diffuse—0
Analyzing the Variety Loss in the Context of Probabilistic Trajectory Prediction—0
User Modeling for Task Oriented Dialogues—0
Analyzing the Stability of Non-coplanar Circumbinary Planets using Machine Learning—0
RNE: A Scalable Network Embedding for Billion-scale Recommendation—0
Road detection via a dual-task network based on cross-layer graph fusion modules—0
User-Movement-Robust Virtual Reality Through Dual-Beam Reception in mmWave Networks—0
Analyzing the Components of Distributed Coevolutionary GAN Training—0
Robo-Instruct: Simulator-Augmented Instruction Alignment For Finetuning Code LLMs—0
RoboMIND: Benchmark on Multi-embodiment Intelligence Normative Data for Robot Manipulation—0
RobotFingerPrint: Unified Gripper Coordinate Space for Multi-Gripper Grasp Synthesis and Transfer—0
Robo-Troj: Attacking LLM-based Task Planners—0
Robust Allocations with Diversity Constraints—0
Robust Deep Learning Based Sentiment Classification of Code-Mixed Text—0
Robust Deep Learning Ensemble against Deception—0
Robust Deep Learning Models Against Semantic-Preserving Adversarial Attack—0
Robust Federated Learning on Edge Devices with Domain Heterogeneity—0
User-Specific Bicluster-based Collaborative Filtering: Handling Preference Locality, Sparsity and Subjectivity—0
Robust Fraud Detection via Supervised Contrastive Learning—0
Robust Hierarchical Patterns for identifying MDD patients: A Multisite Study—0
Robust Invariant Representation Learning by Distribution Extrapolation—0
Robust Memory Augmentation by Constrained Latent Imagination—0
Robust Model Predictive Control for nonlinear discrete-time systems using iterative time-varying constraint tightening—0
Analyzing Persuasive Strategies in Meme Texts: A Fusion of Language Models with Paraphrase Enrichment—0
Using a sledgehammer to crack a nut? Lexical diversity and event coreference resolution—0
Robustness for Free: Quality-Diversity Driven Discovery of Agile Soft Robotic Gaits—0
Robustness-Guided Image Synthesis for Data-Free Quantization—0
Analyzing Diversity in Healthcare LLM Research: A Scientometric Perspective—0
Robustness-via-Synthesis: Robust Training with Generative Adversarial Perturbations—0
Robust portfolio optimization for recommender systems considering uncertainty of estimated statistics—0
Robust Scheduling with GFlowNets—0
Robust Visual Tracking via Statistical Positive Sample Generation and Gradient Aware Learning—0
Using a thousand optimization tasks to learn hyperparameter search strategies—0
Role Diversity Matters: A Study of Cooperative Training Strategies for Multi-Agent RL—0
Role of Structural and Conformational Diversity for Machine Learning Potentials—0
Role Play: Learning Adaptive Role-Specific Strategies in Multi-Agent Interactions—0
Roles of repertoire diversity in robustness of humoral immune response—0
Using Audio Books for Training a Text-to-Speech System—0
RoomTour3D: Geometry-Aware Video-Instruction Tuning for Embodied Navigation—0
ROOTS: a toolkit for easy, fast and consistent processing of large sequential annotated data collections—0
Rope3D: The Roadside Perception Dataset for Autonomous Driving and Monocular 3D Object Detection Task—0
Rope3D: TheRoadside Perception Dataset for Autonomous Driving and Monocular 3D Object Detection Task—0
RopeBEV: A Multi-Camera Roadside Perception Network in Bird's-Eye-View—0
Analyzing and Overcoming Local Optima in Complex Multi-Objective Optimization by Decomposition-Based Evolutionary Algorithms—0
Wiktionnaire's Wikicode GLAWIfied: a Workable French Machine-Readable Dictionary—0
Analyzing and controlling diversity in quantum-behaved particle swarm optimization—0
Rotational 3D Texture Classification Using Group Equivariant CNNs—0
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