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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 4401–4450 of 9051 papers

TitleStatusHype
In&Out : Diverse Image Outpainting via GAN Inversion—0
DH-Set: Improving Vision-Language Alignment with Diverse and Hybrid Set-Embeddings Learning—0
Benchmarking LLMs for Mimicking Child-Caregiver Language in Interaction—0
An Analysis of the Effects of Decoding Algorithms on Fairness in Open-Ended Language Generation—0
InOut: Diverse Image Outpainting via GAN Inversion—0
An Analysis of Phenotypic Diversity in Multi-Solution Optimization—0
Achieving Diversity in Objective Space for Sample-efficient Search of Multiobjective Optimization Problems—0
Innovation-exnovation dynamics on trees and trusses—0
DG-Labeler and DGL-MOTS Dataset: Boost the Autonomous Driving Perception—0
Benchmarking Large Language Models with Augmented Instructions for Fine-grained Information Extraction—0
DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot Learning—0
An Analysis of Generative Methods for Multiple Image Inpainting—0
2-D Coherence Factor for Sidelobe and Ghost Suppressions in Radar Imaging—0
DFRD: Data-Free Robustness Distillation for Heterogeneous Federated Learning—0
Benchmarking General-Purpose In-Context Learning—0
Achieving Diversity in Counterfactual Explanations: a Review and Discussion—0
DFlow: Diverse Dialogue Flow Simulation with Large Language Models—0
DFDL: Discriminative Feature-oriented Dictionary Learning for Histopathological Image Classification—0
Benchmarking foundation models as feature extractors for weakly-supervised computational pathology—0
Inheritance-Based Diversity Measures for Explicit Convergence Control in Evolutionary Algorithms—0
Benchmarking deep generative models for diverse antibody sequence design—0
Analyzing the Variety Loss in the Context of Probabilistic Trajectory Prediction—0
Dex1B: Learning with 1B Demonstrations for Dexterous Manipulation—0
Benchmarking Clinical Decision Support Search—0
Informative Rays Selection for Few-Shot Neural Radiance Fields—0
Device-Free Localization Using Multi-Link MIMO Channels in Distributed Antenna Networks—0
Deviations from universality in the fluctuation behavior of a heterogeneous complex system reveal intrinsic properties of components: The case of the international currency market—0
Analyzing the Stability of Non-coplanar Circumbinary Planets using Machine Learning—0
Development of Multi-level Linguistic Alignment in Child-adult Conversations—0
AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification—0
Information-theoretic interpretation of tuning curves for multiple motion directions—0
Infrared uplink design for visible light communication (VLC) systems with beam steering—0
Inhibitory loop robustly induces anticipated synchronization in neuronal microcircuits—0
Developing parsimonious ensembles using ensemble diversity within a reinforcement learning framework—0
Benchmarking Advanced Text Anonymisation Methods: A Comparative Study on Novel and Traditional Approaches—0
Deterministic-to-Stochastic Diverse Latent Feature Mapping for Human Motion Synthesis—0
Benchmarking Active Learning Strategies for Materials Optimization and Discovery—0
Achieving Distributed MIMO Performance with Repeater-Assisted Cellular Massive MIMO—0
BENCHIP: Benchmarking Intelligence Processors—0
A Dataset of Inertial Measurement Units for Handwritten English Alphabets—0
Determinantal consensus clustering—0
Determinantal Beam Search—0
BENCHAGENTS: Automated Benchmark Creation with Agent Interaction—0
AI for All: Identifying AI incidents Related to Diversity and Inclusion—0
Information Geometry for Maximum Diversity Distributions—0
Detection and Measurement of Syntactic Templates in Generated Text—0
Analyzing the Components of Distributed Coevolutionary GAN Training—0
IFDID: Information Filter upon Diversity-Improved Decoding for Diversity-Faithfulness Tradeoff in NLG—0
Detecting Trojaned DNNs Using Counterfactual Attributions—0
Detecting Sockpuppets in Deceptive Opinion Spam—0
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