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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
Towards Accurate Text-based Image Captioning with Content Diversity ExplorationCode1
Ensembles of GANs for synthetic training data generation—0
Eccentric Regularization: Minimizing Hyperspherical Energy without explicit projection—0
Imagining The Road Ahead: Multi-Agent Trajectory Prediction via Differentiable SimulationCode1
cMLSGA: A Co-Evolutionary Multi-Level Selection Genetic Algorithm for Multi-Objective Optimization—0
Control Contraction Metric Synthesis for Discrete-time Nonlinear Systems—0
The external pallidum: think locally, act globally—0
Portfolio Search and Optimization for General Strategy Game-PlayingCode1
Diverse and Specific Clarification Question Generation with KeywordsCode1
Words with Consistent Diachronic Usage Patterns are Learned Earlier: A Computational Analysis Using Temporally Aligned Word EmbeddingsCode0
Inferring Multi-Period Optimal Portfolios via Detrending Moving Average Cluster Entropy—0
IIITK@LT-EDI-EACL2021: Hope Speech Detection for Equality, Diversity, and Inclusion in Tamil , Malayalam and EnglishCode0
IIITT@LT-EDI-EACL2021-Hope Speech Detection: There is always Hope in TransformersCode0
TeamUNCC@LT-EDI-EACL2021: Hope Speech Detection using Transfer Learning with TransformersCode0
Sentiment Classification in Swahili Language Using Multilingual BERT—0
Monte Carlo Elites: Quality-Diversity Selection as a Multi-Armed Bandit ProblemCode0
ARCH-Elites: Quality-Diversity for Urban Design—0
A cross-study analysis of drug response prediction in cancer cell lines—0
SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal ConversationsCode1
Line Segmentation from Unconstrained Handwritten Text Images using Adaptive Approach—0
Generating Diverse and Competitive Play-Styles for Strategy Games—0
Joint Passage Ranking for Diverse Multi-Answer Retrieval—0
Optimal Counterfactual Explanations for Scorecard modellingCode1
Contribuição do ecoturismo para o uso sustentável dos recursos hídricos do município de Rondonópolis-MT—0
Divide-and-Conquer for Lane-Aware Diverse Trajectory Prediction—0
Ego-Exo: Transferring Visual Representations from Third-person to First-person VideosCode1
Fast ABC with joint generative modelling and subset simulation—0
First the worst: Finding better gender translations during beam searchCode0
Collective Iterative Learning Control: Exploiting Diversity in Multi-Agent Systems for Reference Tracking Tasks—0
Weakly Supervised Video Anomaly Detection via Center-guided Discriminative LearningCode1
Toward Deconfounding the Influence of Entity Demographics for Question Answering Accuracy—0
Sentence-Permuted Paragraph GenerationCode1
Sparse Attention with Linear UnitsCode1
Aligning Latent and Image Spaces to Connect the UnconnectableCode1
SPARK: SPAcecraft Recognition leveraging Knowledge of Space Environment—0
Inference of cell dynamics on perturbation data using adjoint sensitivityCode0
Few-shot Image Generation via Cross-domain CorrespondenceCode1
Disentangled Motif-aware Graph Learning for Phrase Grounding—0
Level Generation for Angry Birds with Sequential VAE and Latent Variable EvolutionCode0
On the Linear Ordering Problem and the Rankability of Data—0
Dynamic Matching Markets in Power Grid: Concepts and Solution using Deep Reinforcement Learning—0
Towards Algorithmic Transparency: A Diversity Perspective—0
Selection-Expansion: A Unifying Framework for Motion-Planning and Diversity Search Algorithms—0
Deep Time Series Forecasting with Shape and Temporal CriteriaCode1
Population genetics in microchannels—0
Co-optimising Robot Morphology and Controller in a Simulated Open-Ended EnvironmentCode0
Variational Transformer Networks for Layout Generation—0
Contrastive Syn-to-Real GeneralizationCode1
A hybrid ensemble method with negative correlation learning for regressionCode0
DexDeepFM: Ensemble Diversity Enhanced Extreme Deep Factorization Machine ModelCode0
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