SOTAVerified

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 5651–5700 of 9051 papers

TitleStatusHype
The Influence of Local Search over Genetic Algorithms with Balanced Representations—0
Optical Field Recovery in Jones Space—0
Multiple Fairness and Cardinality constraints for Students-Topics Grouping Problem—0
Generating Diverse Indoor Furniture Arrangements—0
Knowledge Learning with Crowdsourcing: A Brief Review and Systematic Perspective—0
Evaluation of RF Fingerprinting-Aided RSS-Based Target Localization for Emergency Response—0
Diverse Multiple Trajectory Prediction Using a Two-stage Prediction Network Trained with Lane Loss—0
Multi-Classification of Brain Tumor Images Using Transfer Learning Based Deep Neural Network—0
Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple ExpertsCode0
Resource-Constrained Edge AI with Early Exit Prediction—0
Open-Ended Learning Strategies for Learning Complex Locomotion Skills—0
Object Scene Representation Transformer—0
Towards Goal, Feasibility, and Diversity-Oriented Deep Generative Models in Design—0
Disentangled Federated Learning for Tackling Attributes Skew via Invariant Aggregation and Diversity Transferring—0
Analysis of function approximation and stability of general DNNs in directed acyclic graphs using un-rectifying analysis—0
Feature-aware Diversified Re-ranking with Disentangled Representations for Relevant Recommendation—0
In Defense of Core-set: A Density-aware Core-set Selection for Active Learning—0
Emoji-based Fine-grained Attention Network for Sentiment Analysis in the Microblog Comments—0
Generate, Evaluate, and Select: A Dialogue System with a Response Evaluator for Diversity-Aware Response Generation—0
Highlights of Semantics in Multi-objective Genetic Programming—0
Ego2HandsPose: A Dataset for Egocentric Two-hand 3D Global Pose Estimation—0
On the Performance of UAV Relaying with Reconfigurable Antenna and Media Based Modulation in the Presence of Shadowed Fading—0
In search for an alternative to the computer metaphor of the mind and brain—0
OOD Augmentation May Be at Odds with Open-Set Recognition—0
Deep Surrogate Assisted Generation of Environments—0
The influence of color on prices of abstract paintings—0
Automated Circuit Sizing with Multi-objective Optimization based on Differential Evolution and Bayesian Inference—0
Complex Locomotion Skill Learning via Differentiable PhysicsCode0
(Im)possibility of Collective Intelligence—0
DCAN: Diversified News Recommendation with Coverage-Attentive Networks—0
Feature Space Particle Inference for Neural Network EnsemblesCode0
Disentangled Generation Network for Enlarged License Plate Recognition and A Unified Dataset—0
Long-tailed Recognition by Learning from Latent Categories—0
Towards Universal Segmentations: UniSegments 1.0—0
Exploring Diversity in Back Translation for Low-Resource Machine TranslationCode0
Multilingual Pragmaticon: Database of Discourse Formulae—0
Overlooked Data in Typological Databases: What Grambank Teaches Us About Gaps in Grammars—0
ParlamentParla: A Speech Corpus of Catalan Parliamentary Sessions—0
Makadi: A Large-Scale Human-Labeled Dataset for Hindi Semantic Parsing—0
Language Resources to Support Language Diversity – the ELRA Achievements—0
Universal Dependencies for Punjabi—0
Don’t Burst Blindly: For a Better Use of Natural Language Processing to Fight Opinion Bubbles in News Recommendations—0
AraSAS: The Open Source Arabic Semantic Tagger—0
Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL—0
COSMOS: Experimental and Comparative Studies of Concept Representations in Schoolchildren—0
Language Resource Building and English-to-Mizo Neural Machine Translation Encountering Tonal Words—0
Inclusion in CSR Reports: The Lens from a Data-Driven Machine Learning Model—0
TeDDi Sample: Text Data Diversity Sample for Language Comparison and Multilingual NLPCode0
Creating a Basic Language Resource Kit for Faroese—0
IndoUKC: A Concept-Centered Indian Multilingual Lexical Resource—0
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