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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 4251–4300 of 9051 papers

TitleStatusHype
Dialogue Quality and Emotion Annotations for Customer Support ConversationsCode0
Grammatical Error Correction via Mixed-Grained Weighted Training—0
XAGen: 3D Expressive Human Avatars Generation—0
DiverseNet: Decision Diversified Semi-supervised Semantic Segmentation Networks for Remote Sensing Imagery—0
Recognition-Guided Diffusion Model for Scene Text Image Super-Resolution—0
Fin-QD: A Computational Design Framework for Soft Grippers: Integrating MAP-Elites and High-fidelity FEM—0
A Hybrid Frame Structure Design of OTFS for Multi-tasks Communications—0
Infinite forecast combinations based on Dirichlet process—0
IndoRobusta: Towards Robustness Against Diverse Code-Mixed Indonesian Local Languages—0
A Region of Interest Focused Triple UNet Architecture for Skin Lesion Segmentation—0
Carbohydrate NMR chemical shift predictions using E(3) equivariant graph neural networksCode0
Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer—0
Data Diversity Matters for Robust Instruction Tuning—0
FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud Generation—0
Steering Responsible AI: A Case for Algorithmic Pluralism—0
NutritionVerse-Real: An Open Access Manually Collected 2D Food Scene Dataset for Dietary Intake Estimation—0
Advancing Urban Renewal: An Automated Approach to Generating Historical Arcade Facades with Stable Diffusion Models—0
Cancer-Net PCa-Data: An Open-Source Benchmark Dataset for Prostate Cancer Clinical Decision Support using Synthetic Correlated Diffusion Imaging Data—0
Modelling the Formation of Peer-to-Peer Trading Coalitions and Prosumer Participation Incentives in Transactive Energy Communities—0
A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI—0
Workforce pDEI: Productivity Coupled with DEI—0
Geometric Data Augmentations to Mitigate Distribution Shifts in Pollen Classification from Microscopic Images—0
Diverse Shape Completion via Style Modulated Generative Adversarial Networks—0
An Empirical Bayes Framework for Open-Domain Dialogue Generation—0
Partially Randomizing Transformer Weights for Dialogue Response Diversity—0
Unsupervised Estimation of Ensemble Accuracy—0
Text-to-Sticker: Style Tailoring Latent Diffusion Models for Human Expression—0
Hierarchical Pruning of Deep Ensembles with Focal DiversityCode0
Optimal navigability of weighted human brain connectomes in physical space—0
GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language UnderstandingCode0
Program-Aided Reasoners (better) Know What They KnowCode0
Characterizing Tradeoffs in Language Model Decoding with Informational Interpretations—0
The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic TextCode0
JWSign: A Highly Multilingual Corpus of Bible Translations for more Diversity in Sign Language ProcessingCode0
How Far Can We Extract Diverse Perspectives from Large Language Models?Code0
Attribute Diversity Determines the Systematicity Gap in VQACode0
UNcommonsense Reasoning: Abductive Reasoning about Uncommon Situations—0
ARTEMIS: Using GANs with Multiple Discriminators to Generate Art—0
Peer is Your Pillar: A Data-unbalanced Conditional GANs for Few-shot Image Generation—0
AART: AI-Assisted Red-Teaming with Diverse Data Generation for New LLM-powered Applications—0
Reimagining Speech: A Scoping Review of Deep Learning-Powered Voice Conversion—0
Deep Learning-Based Object Detection in Maritime Unmanned Aerial Vehicle Imagery: Review and Experimental ComparisonsCode0
Exploring Values in Museum Artifacts in the SPICE project: a Preliminary Study—0
Semantically Grounded QFormer for Efficient Vision Language Understanding—0
ALBA: Adaptive Language-based Assessments for Mental Health—0
Relation Extraction in underexplored biomedical domains: A diversity-optimised sampling and synthetic data generation approachCode0
Genetic Algorithm enhanced by Deep Reinforcement Learning in parent selection mechanism and mutation : Minimizing makespan in permutation flow shop scheduling problems—0
Attributes Grouping and Mining Hashing for Fine-Grained Image Retrieval—0
Transferability Bound Theory: Exploring Relationship between Adversarial Transferability and FlatnessCode0
Learning-Based Biharmonic Augmentation for Point Cloud Classification—0
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