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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 5851–5900 of 9051 papers

TitleStatusHype
Turbo-ICL: In-Context Learning-Based Turbo Equalization—0
MultiSlot ReRanker: A Generic Model-based Re-Ranking Framework in Recommendation Systems—0
Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification—0
Multi-Source Cross-Lingual Constituency Parsing—0
Multi-source Data Mining for e-Learning—0
Turbo-Sim: a generalised generative model with a physical latent space—0
A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI—0
Multi-speaker Multi-style Text-to-speech Synthesis With Single-speaker Single-style Training Data Scenarios—0
A Survey of Constraint Formulations in Safe Reinforcement Learning—0
Turning the Tide: Repository-based Code Reflection—0
Multi-Target Acquisition in Multistatic MIMO-OFDM Joint Sensing and Communication—0
Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance—0
Multi-Task Determinantal Point Processes for Recommendation—0
Multi-task Learning-based Joint CSI Prediction and Predictive Transmitter Selection for Security—0
Multi-task Learning for Macromolecule Classification, Segmentation and Coarse Structural Recovery in Cryo-Tomography—0
Multi-Task Learning for Situated Multi-Domain End-to-End Dialogue Systems—0
Optimizing accuracy and diversity: a multi-task approach to forecast combinations—0
Multi-task Learning via Adaptation to Similar Tasks for Mortality Prediction of Diverse Rare Diseases—0
Multi-Task Multi-Behavior MAP-Elites—0
Multi-task multi-constraint differential evolution with elite-guided knowledge transfer for coal mine integrated energy system dispatching—0
Multi-Task Reinforcement Learning Enables Parameter Scaling—0
A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement Learning—0
Multi-ToM: Evaluating Multilingual Theory of Mind Capabilities in Large Language Models—0
When Hillclimbers Beat Genetic Algorithms in Multimodal Optimization—0
Multivariate Analysis of Gut Microbiota Composition and Prevalence of Gastric Cancer—0
A Supervised Segmentation Network for Hyperspectral Image Classification—0
Multiview Aerial Visual Recognition (MAVREC): Can Multi-view Improve Aerial Visual Perception?—0
Position: AI/ML Influencers Have a Place in the Academic Process—0
A study of quality and diversity in K+1 GANs—0
Twenty Years of Confusion in Human Evaluation: NLG Needs Evaluation Sheets and Standardised Definitions—0
When Is Diversity Rewarded in Cooperative Multi-Agent Learning?—0
Multi-View Multiple Clusterings using Deep Matrix Factorization—0
Multiword Expressions Dataset for Indian Languages—0
MUNCH: Modelling Unique 'N Controllable Heads—0
When Less Is More: A Sparse Facial Motion Structure For Listening Motion Learning—0
MuseFace: Text-driven Face Editing via Diffusion-based Mask Generation Approach—0
MUSE: Multi-View Contrastive Learning for Heterophilic Graphs—0
Music2Dance: DanceNet for Music-driven Dance Generation—0
A study of conceptual language similarity: comparison and evaluation—0
Twitter Bot Detection using Diversity Measures—0
Music-to-Dance Generation with Optimal Transport—0
MUSS: Multilevel Subset Selection for Relevance and Diversity—0
Mutation enhances cooperation in direct reciprocity—0
MUTEN: Boosting Gradient-Based Adversarial Attacks via Mutant-Based Ensembles—0
Two-Archive Evolutionary Algorithm for Constrained Multi-Objective Optimization—0
MVP: Meta Visual Prompt Tuning for Few-Shot Remote Sensing Image Scene Classification—0
A Stable Combinatorial Particle Swarm Optimization for Scalable Feature Selection in Gene Expression Data—0
MVTec D2S: Densely Segmented Supermarket Dataset—0
MW-GAN: Multi-Warping GAN for Caricature Generation with Multi-Style Geometric Exaggeration—0
Named-Entity Based Sentiment Analysis of Nepali News Media Texts—0
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