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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 6051–6100 of 9051 papers

TitleStatusHype
Spiral Language Modeling—0
Effects of discordance between species and gene trees on phylogenetic diversity conservation—0
On the Use of Quality Diversity Algorithms for The Traveling Thief Problem—0
Taming Repetition in Dialogue Generation—0
Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization—0
Multi-modal Networks Reveal Patterns of Operational Similarity of Terrorist OrganizationsCode0
Counting and optimising maximum phylogenetic diversity sets—0
Cultural Diversity and Its Impact on Governance—0
Makeup216: Logo Recognition with Adversarial Attention Representations—0
GM Score: Incorporating inter-class and intra-class generator diversity, discriminability of disentangled representation, and sample fidelity for evaluating GANsCode0
Statistics of the Effective Massive MIMO Channel in Correlated Rician Fading—0
MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-based Image Captioning—0
Re-ranking With Constraints on Diversified Exposures for Homepage Recommender System—0
Improving the Transferability of Adversarial Examples with Resized-Diverse-Inputs, Diversity-Ensemble and Region FittingCode0
The Past as a Stochastic Process—0
Guardian of the Ensembles: Introducing Pairwise Adversarially Robust Loss for Resisting Adversarial Attacks in DNN EnsemblesCode0
Multimodal Conditional Image Synthesis with Product-of-Experts GANs—0
A systematic approach to random data augmentation on graph neural networks—0
Burn After Reading: Online Adaptation for Cross-domain Streaming Data—0
Dataset Geography: Mapping Language Data to Language UsersCode0
Deep Surrogate Assisted MAP-Elites for Automated Hearthstone DeckbuildingCode0
VizExtract: Automatic Relation Extraction from Data Visualizations—0
CG-NeRF: Conditional Generative Neural Radiance Fields—0
Boosting Deep Ensemble Performance with Hierarchical PruningCode0
Unsupervised Learning of Compositional Scene Representations from Multiple Unspecified Viewpoints—0
Saliency Diversified Deep Ensemble for Robustness to Adversaries—0
Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates—0
Machine Learning in Nuclear Physics—0
Exploratory Data Analysis of Urdu Poetry—0
Data-Free Neural Architecture Search via Recursive Label Calibration—0
Music-to-Dance Generation with Optimal Transport—0
Trap of Feature Diversity in the Learning of MLPs—0
Evaluator for Emotionally Consistent ChatbotsCode0
Syntax Customized Video Captioning by Imitating Exemplar SentencesCode0
Improving Controllability of Educational Question Generation by Keyword Provision—0
Multi-Source Cross-Lingual Constituency Parsing—0
An Investigation of Hybrid architectures for Low Resource Multilingual Speech Recognition system in Indian context—0
Validation Free and Replication Robust Volume-based Data Valuation—0
Intention-based Long-Term Human Motion AnticipationCode0
Adder Attention for Vision TransformerCode0
Remixing Functionally Graded Structures: Data-Driven Topology Optimization with Multiclass Shape BlendingCode0
The Shape Part Slot Machine: Contact-based Reasoning for Generating 3D Shapes from Parts—0
Regularized directional representations for medical image registration—0
Automatic Synthesis of Diverse Weak Supervision Sources for Behavior AnalysisCode0
LiVLR: A Lightweight Visual-Linguistic Reasoning Framework for Video Question Answering—0
MixSyn: Learning Composition and Style for Multi-Source Image Synthesis—0
The Impact of Data Distribution on Q-learning with Function ApproximationCode0
Reinforcement Learning for Few-Shot Text Generation AdaptationCode0
Heterogeneous Architecture Search Approach within Adversarial Dynamic Defense Framework—0
Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles -- Extended Version—0
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