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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 7601–7650 of 9051 papers

TitleStatusHype
Scaling Robot Supervision to Hundreds of Hours with RoboTurk: Robotic Manipulation Dataset through Human Reasoning and Dexterity—0
Multidataset Independent Subspace Analysis with Application to Multimodal FusionCode0
Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-EncodersCode0
Learning to Few-Shot Learn Across Diverse Natural Language Classification TasksCode0
Sequential Recommendation with Dual Side Neighbor-based Collaborative Relation ModelingCode0
Using LSTMs for climate change assessment studies on droughts and floods—0
Zero-Shot Paraphrase Generation with Multilingual Language Models—0
Automatic Identification of Traditional Colombian Music Genres based on Audio Content Analysis and Machine Learning TechniqueCode0
Probing Contextualized Sentence Representations with Visual Awareness—0
Ensembles of Locally Independent Prediction ModelsCode0
Maximum Entropy Diverse Exploration: Disentangling Maximum Entropy Reinforcement Learning—0
Hierarchy Response Learning for Neural Conversation Generation—0
Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data—0
Exploring Diverse Expressions for Paraphrase Generation—0
Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back-TranslationCode0
Large-Scale, Diverse, Paraphrastic Bitexts via Sampling and Clustering—0
Multilingual Whispers: Generating Paraphrases with Translation—0
Tkol, Httt, and r/radiohead: High Affinity Terms in Reddit Communities—0
LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification—0
Generating Sentential Arguments from Diverse Perspectives on Controversial TopicCode0
Diversity-aware Event Prediction based on a Conditional Variational Autoencoder with Reconstruction—0
Predicting the Politics of an Image Using Webly Supervised DataCode0
Learning to Customize Model Structures for Few-shot Dialogue Generation TasksCode0
SignCol: Open-Source Software for Collecting Sign Language GesturesCode0
Dreaddit: A Reddit Dataset for Stress Analysis in Social MediaCode0
Comprehensive Video Understanding: Video summarization with content-based video recommender design—0
When does Diversity Help Generalization in Classification Ensembles?—0
Not even wrong: Reply to Wagg et al—0
Unsupervised inference approach to facial attractiveness—0
Roles of repertoire diversity in robustness of humoral immune response—0
Lexicographic Choice Under Variable Capacity Constraints—0
Trend-responsive User Segmentation Enabling Traceable Publishing Insights. A Case Study of a Real-world Large-scale News Recommendation System—0
Online News Media Website Ranking Using User Generated Content—0
Non-Centralized Navigation for Source Localization by Cooperative UAVs—0
Recurrent Autoencoder with Skip Connections and Exogenous Variables for Traffic ForecastingCode0
Diverse Video Captioning Through Latent Variable Expansion—0
ViGGO: A Video Game Corpus for Data-To-Text Generation in Open-Domain Conversation—0
Primary and secondary anti-viral response captured by the dynamics and phenotype of individual T cell clones—0
Fast Hardware-Aware Neural Architecture Search—0
Polymorphism in rapidly-changing cyclic environment—0
Circulant Binary Convolutional Networks: Enhancing the Performance of 1-bit DCNNs with Circulant Back Propagation—0
Recognizing long-form speech using streaming end-to-end models—0
A Unified Statistical Model for Atmospheric Turbulence-Induced Fading in Orbital Angular Momentum Multiplexed FSO Systems—0
CNN-based Analog CSI Feedback in FDD MIMO-OFDM Systems—0
Diversifying Database Activity Monitoring with Bandits—0
Unsupervised Boosting-based Autoencoder Ensembles for Outlier DetectionCode0
A Complexity Efficient DMT-Optimal Tree Pruning Based Sphere Decoding—0
The Deepfake Detection Challenge (DFDC) Preview Dataset—0
Evolutionary Dynamic Multi-objective Optimization Via Regression Transfer Learning—0
Diversity in Fashion Recommendation using Semantic ParsingCode0
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