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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 6401–6425 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
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