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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 6301–6350 of 9051 papers

TitleStatusHype
Simple Post-Training Robustness Using Test Time Augmentations and Random ForestCode0
Dynamics-Aware Quality-Diversity for Efficient Learning of Skill Repertoires—0
Squash root microbiome transplants and metagenomic inspection for in situ arid adaptations—0
A Conditional Generative Matching Model for Multi-lingual Reply Suggestion—0
QoS-aware Big Service Composition using Distributed Co-Evolutionary AlgorithmCode0
Few-shot Quality-Diversity OptimizationCode0
Controllable Dialogue Generation with Disentangled Multi-grained Style Specification and Attribute Consistency Reward—0
Error performance analysis of different modulations over TWDP fading channel—0
BERT for Target Apps Selection: Analyzing the Diversity and Performance of BERT in Unified Mobile Search—0
Learning to Predict Diverse Human Motions from a Single Image via Mixture Density Networks—0
How to address cellular heterogeneity by distribution biology—0
Stylistic Retrieval-based Dialogue System with Unparallel Training Data—0
Towards Evaluation of Cross-document Coreference Resolution Models Using Datasets with Diverse Annotation SchemesCode0
Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural NetworkCode0
Math Word Problem Generation with Mathematical Consistency and Problem Context Constraints—0
Scaled ReLU Matters for Training Vision Transformers—0
NU:BRIEF -- A Privacy-aware Newsletter Personalization Engine for Publishers—0
Follow the guides: disentangling human and algorithmic curation in online music consumption—0
Mixup Decoding for Diverse Machine Translation—0
Quality-Diversity Meta-Evolution: customising behaviour spaces to a meta-objectiveCode0
Visual Sensation and Perception Computational Models for Deep Learning: State of the art, Challenges and Prospects—0
FaceCook: Face Generation Based on Linear Scaling Factors—0
Rethinking Multidimensional Discriminator Output for Generative Adversarial Networks—0
A Scalable AI Approach for Clinical Trial Cohort Optimization—0
Enhancing Visual Dialog Questioner with Entity-based Strategy Learning and Augmented GuesserCode0
Niche differentiation in the light spectrum promotes coexistence of phytoplankton species: a spatial modelling approach—0
VARGAN: Variance Enforcing Network Enhanced GAN—0
Resource and data efficient self supervised learning—0
Self-supervised Representation Learning for Trip Recommendation—0
Regional Adversarial Training for Better Robust Generalization—0
OptAGAN: Entropy-based finetuning on text VAE-GANCode0
Multiple Captions Embellished Multilingual Multi-Modal Neural Machine Translation—0
Event Prominence Extraction Combining a Knowledge-Based Syntactic Parser and a BERT Classifier for Dutch—0
How Does Adversarial Fine-Tuning Benefit BERT?—0
Path Planning for Cellular-Connected UAV: A DRL Solution with Quantum-Inspired Experience Replay—0
Creative Diversity: Patterns in the Creative Habits of ~10,000 PeopleCode0
What can phylogenetic metrics tell us about useful diversity in evolutionary algorithms?Code0
Lingxi: A Diversity-aware Chinese Modern Poetry Generation System—0
Spliced Leader Trapping Reveals Widespread Alternative Splicing Patterns in the Highly Dynamic Transcriptome of Trypanosoma brucei—0
Can the Transformer Be Used as a Drop-in Replacement for RNNs in Text-Generating GANs?—0
When should agents explore?—0
Multi-Attributed and Structured Text-to-Face Synthesis—0
Incorporating Surprisingly Popular Algorithm and Euclidean Distance-based Adaptive Topology into PSOCode0
Lightweight Monocular Depth with a Novel Neural Architecture Search Method—0
Decentralized Air Traffic Management for Advanced Air Mobility—0
On the Effectiveness of Genetic Operations in Symbolic Regression—0
StyleAugment: Learning Texture De-biased Representations by Style Augmentation without Pre-defined Textures—0
S2D2Net: An Improved Approach For Robust Steel Surface Defects Diagnosis With Small Sample LearningCode0
Exploring the Quality of GAN Generated Images for Person Re-Identification—0
Farsighted Probabilistic Sampling: A General Strategy for Boosting Local Search MaxSAT SolversCode0
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