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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 6501–6550 of 9051 papers

TitleStatusHype
Post-hoc loss-calibration for Bayesian neural networks—0
Correcting Exposure Bias for Link RecommendationCode0
LENAS: Learning-based Neural Architecture Search and Ensemble for 3D Radiotherapy Dose PredictionCode0
Topology-Preserved Human Reconstruction with DetailsCode0
Modeling Language Usage and Listener Engagement in Podcasts—0
Deep Probabilistic Koopman: Long-term time-series forecasting under periodic uncertainties—0
Learning distinct features helps, provably—0
Overcoming Difficulty in Obtaining Dark-skinned Subjects for Remote-PPG by Synthetic Augmentation—0
Taxonomy of Machine Learning Safety: A Survey and Primer—0
Ex uno plures: Splitting One Model into an Ensemble of Subnetworks—0
Unifying Behavioral and Response Diversity for Open-ended Learning in Zero-sum Games—0
Loss function based second-order Jensen inequality and its application to particle variational inference—0
Diverse Part Discovery: Occluded Person Re-identification with Part-Aware Transformer—0
Generating Relevant and Coherent Dialogue Responses using Self-separated Conditional Variational AutoEncoders—0
Progressive Open-Domain Response Generation with Multiple Controllable Attributes—0
GTM: A Generative Triple-Wise Model for Conversational Question Generation—0
Diversity driven Query Rewriting in Search Advertising—0
EventDrop: data augmentation for event-based learningCode0
Feature-based Style Randomization for Domain Generalization—0
Meta-Learning with Variational Semantic Memory for Word Sense DisambiguationCode0
Ensemble Defense with Data Diversity: Weak Correlation Implies Strong Robustness—0
Auditing Source Diversity Bias in Video Search Results Using Virtual Agents—0
Optimization Variance: Exploring Generalization Properties of DNNsCode0
PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity—0
Sound-to-imagination: Unsupervised cross- modal translation using deep dense network architecture.—0
Cash versus Kind: Benchmarking a Child Nutrition Program against Unconditional Cash Transfers in Rwanda—0
Coherent and Concise Radiology Report Generation via Context Specific Image Representations and Orthogonal Sentence States—0
An Entropy Regularization Free Mechanism for Policy-based Reinforcement Learning—0
Grouping Words with Semantic DiversityCode0
Explaining crime diversity with Google street viewCode0
Decoupling Shape and Density for Liver Lesion Synthesis Using Conditional Generative Adversarial Networks—0
FrameNet and Typology—0
Discovering Diverse Nearly Optimal Policies with Successor Features—0
Experiments on a Guarani Corpus of News and Social Media—0
Exploring the Diversity and Invariance in Yourself for Visual Pre-Training Task—0
Linguistic Complexity Loss in Text-Based Therapy—0
Generating An Optimal Interview Question Plan Using A Knowledge Graph And Integer Linear Programming—0
A survey of part-of-speech tagging approaches applied to K’iche’—0
EaSe: A Diagnostic Tool for VQA based on Answer DiversityCode0
Representation Learning Beyond Linear Prediction Functions—0
A Novel Automatic Modulation Classification Scheme Based on Multi-Scale Networks—0
Learning from Perturbations: Diverse and Informative Dialogue Generation with Inverse Adversarial Training—0
Pixel super-resolved lensless on-chip sensor with scattering multiplexing—0
Data Fusion for Deep Learning on Transport Mode Detection: A Case StudyCode0
Early Exiting with Ensemble Internal Classifiers—0
About Explicit Variance Minimization: Training Neural Networks for Medical Imaging With Limited Data AnnotationsCode0
THINK: A Novel Conversation Model for Generating Grammatically Correct and Coherent Responses—0
A Simulation-Optimization Technique for Service Level Analysis in Conjunction with Reorder Point Estimation and Lead-Time consideration: A Case Study in Sea Port—0
IRS-Assisted Massive MIMO-NOMA Networks with Polarization Diversity—0
Deconditional Downscaling with Gaussian ProcessesCode0
Show:102550
← PrevPage 131 of 182Next →

No leaderboard results yet.