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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 8351–8400 of 9051 papers

TitleStatusHype
Multi-Task Determinantal Point Processes for Recommendation—0
Do Neural Network Cross-Modal Mappings Really Bridge Modalities?—0
Progressive Ensemble Networks for Zero-Shot Recognition—0
Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems—0
Omega: An Architecture for AI Unification—0
Multi-task Learning for Macromolecule Classification, Segmentation and Coarse Structural Recovery in Cryo-Tomography—0
Social diversity for reducing the impact of information cascades on social learning—0
Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular MaximizationCode0
Pool-Based Sequential Active Learning for RegressionCode0
Offline EEG-Based Driver Drowsiness Estimation Using Enhanced Batch-Mode Active Learning (EBMAL) for Regression—0
Text-mining and ontologies: new approaches to knowledge discovery of microbial diversity—0
Mean and Variance of Phylogenetic Trees—0
Ensemble Soft-Margin Softmax Loss for Image Classification—0
A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization—0
Rethinking Diversified and Discriminative Proposal Generation for Visual GroundingCode0
Comparing heterogeneous visual gestures for measuring the diversity of visual speech signals—0
Developing parsimonious ensembles using ensemble diversity within a reinforcement learning framework—0
Transferring GANs: generating images from limited dataCode0
Design and Analysis of Diversity-Based Parent Selection Schemes for Speeding Up Evolutionary Multi-objective Optimisation—0
Unsupervised Features for Facial Expression Intensity Estimation over Time—0
Towards Interpretable Face RecognitionCode0
Towards faithfully visualizing global linguistic diversityCode0
We Are Depleting Our Research Subject as We Are Investigating It: In Language Technology, more Replication and Diversity Are Needed—0
Introducing the CLARIN Knowledge Centre for Linguistic Diversity and Language Documentation—0
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive StrategiesCode0
dhSegment: A generic deep-learning approach for document segmentationCode0
Customized Image Narrative Generation via Interactive Visual Question Generation and Answering—0
Domain Adaptation through Synthesis for Unsupervised Person Re-identification—0
Enhancing performance of coherent OTDR systems with polarization diversity complementary codes—0
Herding boosts too-connected-to-fail risk in stock market of China—0
MVTec D2S: Densely Segmented Supermarket Dataset—0
Generating Natural Language Adversarial ExamplesCode0
Progress and open problems in evolutionary dynamics—0
Evolution of a Functionally Diverse Swarm via a Novel Decentralised Quality-Diversity AlgorithmCode0
Application of Vector Sensor for Underwater Acoustic Communications—0
Personalized neural language models for real-world query auto completion—0
Unlearn What You Have Learned: Adaptive Crowd Teaching with Exponentially Decayed Memory LearnersCode0
Data-efficient Neuroevolution with Kernel-Based Surrogate ModelsCode0
Asynch-SGBDT: Asynchronous Parallel Stochastic Gradient Boosting Decision Tree based on Parameters Server—0
On the Performance of Non-Orthogonal Multiple Access Systems with Imperfect Successive Interference Cancellation—0
Discovering the Elite Hypervolume by Leveraging Interspecies CorrelationCode0
CoT: Cooperative Training for Generative Modeling of Discrete DataCode0
Accelerating Prototype-Based Drug Discovery using Conditional Diversity NetworksCode0
Evolution leads to a diversity of motion-detection neuronal circuits—0
Reinforcement Learning based QoS/QoE-aware Service Function Chaining in Software-Driven 5G Slices—0
Generating Diverse and Accurate Visual Captions by Comparative Adversarial LearningCode0
Attention-based Ensemble for Deep Metric Learning—0
Jacquard: A Large Scale Dataset for Robotic Grasp DetectionCode0
A Rule for Committee Selection with Soft Diversity Constraints—0
Affinity-based extension of non-extensive entropy and statistical mechanics—0
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