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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 6401–6450 of 9051 papers

TitleStatusHype
PEDAL: Enhancing Greedy Decoding with Large Language Models using Diverse Exemplars—0
AR4D: Autoregressive 4D Generation from Monocular Videos—0
PEER: A Collaborative Language Model—0
Peer is Your Pillar: A Data-unbalanced Conditional GANs for Few-shot Image Generation—0
ACES: Generating Diverse Programming Puzzles with with Autotelic Generative Models—0
Accurate RSS-Based Localization Using an Opposition-Based Learning Simulated Annealing Algorithm—0
Peng Cheng Object Detection Benchmark for Smart City—0
A Quantum-Inspired Ensemble Method and Quantum-Inspired Forest Regressors—0
PepCVAE: Semi-Supervised Targeted Design of Antimicrobial Peptide Sequences—0
A Quality-Diversity Controllable GAN for Text Generation—0
PerceiverS: A Multi-Scale Perceiver with Effective Segmentation for Long-Term Expressive Symbolic Music Generation—0
Perception-Distortion Trade-off in the SR Space Spanned by Flow Models—0
UniAP: Towards Universal Animal Perception in Vision via Few-shot Learning—0
Perception Without Vision for Trajectory Prediction: Ego Vehicle Dynamics as Scene Representation for Efficient Active Learning in Autonomous Driving—0
Perceptual Rationality: An Evolutionary Game Theory of Perceptually Rational Decision-Making—0
UniAvatar: Taming Lifelike Audio-Driven Talking Head Generation with Comprehensive Motion and Lighting Control—0
PER-DPP Sampling Framework and Its Application in Path Planning—0
Performance Analysis of Intelligent Reflective Surface Aided Wireless Communications—0
Performance Analysis of Novel Direct Access Schemes for LEO Satellites Based IoT Network—0
Performance Analysis and Optimization of RIS-Assisted Networks in Nakagami-m Environment—0
Performance Evaluation of OTFS Over Measured V2V Channels at 60 GHz—0
Accurate and Diverse LLM Mathematical Reasoning via Automated PRM-Guided GFlowNets—0
Period VITS: Variational Inference with Explicit Pitch Modeling for End-to-end Emotional Speech Synthesis—0
The Benefits of Diversity: Permutation Recovery in Unlabeled Sensing from Multiple Measurement Vectors—0
UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models—0
Persona-driven Dominant/Submissive Map (PDSM) Generation for Tutorials—0
Personalization in Human Activity Recognition—0
Personalize Anything for Free with Diffusion Transformer—0
Personalized Bundle List Recommendation—0
Personalized Elastic Embedding Learning for On-Device Recommendation—0
UniEval: Unified Holistic Evaluation for Unified Multimodal Understanding and Generation—0
A Prospective-Performance Network to Alleviate Myopia in Beam Search for Response Generation—0
A proposed new metric for the conceptual diversity of a text—0
Personalized Game Difficulty Prediction Using Factorization Machines—0
Unification of Balti and trans-border sister dialects in the essence of LLMs and AI Technology—0
Personalized neural language models for real-world query auto completion—0
Personalized News Recommendation with Multi-granularity Candidate-aware User Modeling—0
Personalized Prediction of Offensive News Comments by Considering the Characteristics of Commenters—0
A Process for Topic Modelling Via Word Embeddings—0
Personalized Query Rewriting in Conversational AI Agents—0
Personalized Re-ranking for Improving Diversity in Live Recommender Systems—0
Personalized Student Attribute Inference—0
A Probabilistic Bitwise Genetic Algorithm for B-Spline based Image Deformation Estimation—0
Personalizing Fairness-aware Re-ranking—0
Personal Names in Modern Turkey—0
PersonaMath: Enhancing Math Reasoning through Persona-Driven Data Augmentation—0
Unified BERT for Few-shot Natural Language Understanding—0
PersonificationNet: Making customized subject act like a person—0
A Primer on Techtile: An R&D Testbed for Distributed Communication, Sensing and Positioning—0
Person Re-Identification via Active Hard Sample Mining—0
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