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 8551–8600 of 9051 papers

TitleStatusHype
Towards social pattern characterization in egocentric photo-streams—0
Exploring and Exploiting Diversity for Image Segmentation—0
World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions—0
Neural Response Generation via GAN with an Approximate Embedding Layer—0
Multi-modular domain-tailored OCR post-correction—0
Affinity-Preserving Random Walk for Multi-Document Summarization—0
KGEval: Accuracy Estimation of Automatically Constructed Knowledge Graphs—0
Algorithmically probable mutations reproduce aspects of evolution such as convergence rate, genetic memory, and modularity—0
Differences in type-token ratio and part-of-speech frequencies in male and female Russian written texts—0
Unity in Diversity: A Unified Parsing Strategy for Major Indian Languages—0
ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity?Code0
Towards Automatic Construction of Diverse, High-quality Image Dataset—0
DesnowNet: Context-Aware Deep Network for Snow Removal—0
Image Augmentation using Radial Transform for Training Deep Neural Networks—0
Divide and Fuse: A Re-ranking Approach for Person Re-identification—0
Document Image Binarization with Fully Convolutional Neural Networks—0
GPLAC: Generalizing Vision-Based Robotic Skills using Weakly Labeled Images—0
STARDATA: A StarCraft AI Research DatasetCode0
Optimizing Region Selection for Weakly Supervised Object Detection—0
Modeling Context Words as Regions: An Ordinal Regression Approach to Word Embedding—0
Predicting Success in Goal-Driven Human-Human Dialogues—0
Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasmCode0
Uncorrelation and Evenness: a New Diversity-Promoting Regularizer—0
Learning Latent Space Models with Angular Constraints—0
Model-Free Renewable Scenario Generation Using Generative Adversarial NetworksCode0
Exploiting Web Images for Weakly Supervised Object Detection—0
Feature Extraction via Recurrent Random Deep Ensembles and its Application in Gruop-level Happiness Estimation—0
Autocompletion interfaces make crowd workers slower, but their use promotes response diversity—0
DeepPath: A Reinforcement Learning Method for Knowledge Graph ReasoningCode0
Crowdsourcing Multiple Choice Science Questions—0
Learning to select data for transfer learning with Bayesian OptimizationCode0
Coexistence of critical sensitivity and subcritical specificity can yield optimal population coding—0
Capturing the diversity of biological tuning curves using generative adversarial networks—0
Learning Photography Aesthetics with Deep CNNsCode0
Cultivating DNN Diversity for Large Scale Video Labelling—0
Evaluating race and sex diversity in the world's largest companies using deep neural networks—0
Learning Representations and Generative Models for 3D Point CloudsCode0
Learning Efficient Image Representation for Person Re-Identification—0
ACO for Continuous Function Optimization: A Performance Analysis—0
Learning to Avoid Errors in GANs by Manipulating Input SpacesCode0
BranchOut: Regularization for Online Ensemble Tracking With Convolutional Neural Networks—0
Incorporating Dialectal Variability for Socially Equitable Language Identification—0
Diverse Image Annotation—0
On Fairness, Diversity and Randomness in Algorithmic Decision Making—0
Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language GenerationCode0
A preference elicitation interface for collecting dense recommender datasets with rich user information—0
Image Processing in Floriculture Using a robotic Mobile Platform—0
Ranking with social cues: Integrating online review scores and popularity information—0
Long-term sustained malaria control leads to inbreeding and fragmentation of Plasmodium vivax populations—0
Gradient Diversity: a Key Ingredient for Scalable Distributed Learning—0
Show:102550
← PrevPage 172 of 182Next →

No leaderboard results yet.