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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
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
Introducing the CLARIN Knowledge Centre for Linguistic Diversity and Language Documentation—0
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
CrowdHuman: A Benchmark for Detecting Human in a CrowdCode1
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
On the effectiveness of task granularity for transfer learningCode1
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
CoT: Cooperative Training for Generative Modeling of Discrete DataCode0
Discovering the Elite Hypervolume by Leveraging Interspecies CorrelationCode0
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
The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesionsCode1
WebSeg: Learning Semantic Segmentation from Web Searches—0
Diversity Regularized Spatiotemporal Attention for Video-based Person Re-identification—0
Runtime Analysis of Probabilistic Crowding and Restricted Tournament Selection for Bimodal Optimisation—0
On the Runtime Analysis of the Clearing Diversity-Preserving Mechanism—0
Unsupervised Separation of Transliterable and Native Words for Malayalam—0
A trust-based recommendation method using network diffusion processes—0
KonIQ-10k: Towards an ecologically valid and large-scale IQA databaseCode1
Use of Genome Information-Based Potentials to Characterize Human Adaptation—0
Advanced Signal Processing Techniques for Fixed and Mobile Satellite Communications—0
A Low Complexity Space-Frequency Multiuser Scheduling Algorithm—0
Improving Transferability of Adversarial Examples with Input DiversityCode0
Neural Text Generation: Past, Present and Beyond—0
A Novel Detection Algorithm Efficient for Turbo coded CDMA Signals in Detect and Forward Cooperative Channels—0
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