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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 8301–8350 of 9051 papers

TitleStatusHype
Customizing an Adversarial Example Generator with Class-Conditional GANs—0
A Decomposition-Based Many-Objective Evolutionary Algorithm with Local Iterative Update—0
Approximability of Discriminators Implies Diversity in GANs—0
Multi-Mapping Image-to-Image Translation with Central Biasing Normalization—0
Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation—0
Measuring Integrated Information: Comparison of Candidate Measures in Theory and Simulation—0
Improving Chemical Autoencoder Latent Space and Molecular De novo Generation Diversity with Heteroencoders—0
Diversified Late Acceptance Search—0
Automatic Feature Selection in Markov State Models Using Genetic Algorithm—0
Paragraph-based complex networks: application to document classification and authenticity verification—0
Deviations from universality in the fluctuation behavior of a heterogeneous complex system reveal intrinsic properties of components: The case of the international currency market—0
A Dissection of Overfitting and Generalization in Continuous Reinforcement Learning—0
Response Generation by Context-aware Prototype EditingCode0
A Syntactically Constrained Bidirectional-Asynchronous Approach for Emotional Conversation Generation—0
Autoregressive Quantile Networks for Generative ModelingCode0
On Accurate Evaluation of GANs for Language Generation—0
Ensemble Pruning based on Objection Maximization with a General Distributed FrameworkCode0
Diverse Online Feature SelectionCode0
Generative Adversarial Network Architectures For Image Synthesis Using Capsule Networks—0
Object detection and tracking benchmark in industry based on improved correlation filter—0
PatchFCN for Intracranial Hemorrhage Detection—0
Dank Learning: Generating Memes Using Deep Neural NetworksCode0
Learn from Your Neighbor: Learning Multi-modal Mappings from Sparse Annotations—0
A Simple Method for Commonsense ReasoningCode0
Learning Hierarchical Item Categories from Implicit Feedback Data for Efficient Recommendations and BrowsingCode0
Variational Autoencoder with Arbitrary ConditioningCode0
Recent advances and opportunities in scene classification of aerial images with deep models—0
Ring Migration Topology Helps Bypassing Local Optima—0
An Aggressive Genetic Programming Approach for Searching Neural Network Structure Under Computational Constraints—0
AID++: An Updated Version of AID on Scene Classification—0
Conservative Exploration using Interleaving—0
Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences—0
Reddit: A Gold Mine for Personality Prediction—0
Quantitative Semantic Variation in the Contexts of Concrete and Abstract Words—0
A Common Framework for Interactive Texture Transfer—0
Oral-Motor and Lexical Diversity During Naturalistic Conversations in Adults with Autism Spectrum Disorder—0
GroupCap: Group-Based Image Captioning With Structured Relevance and Diversity Constraints—0
Generative Adversarial Networks for Unsupervised Object Co-localization—0
Interactive Image Segmentation With Latent DiversityCode0
LSDSCC: a Large Scale Domain-Specific Conversational Corpus for Response Generation with Diversity Oriented Evaluation Metrics—0
The Externalities of Exploration and How Data Diversity Helps Exploitation—0
Video Description: A Survey of Methods, Datasets and Evaluation Metrics—0
Fast, Diverse and Accurate Image Captioning Guided By Part-of-Speech—0
CuisineNet: Food Attributes Classification using Multi-scale Convolution Network—0
Learning From Less Data: Diversified Subset Selection and Active Learning in Image Classification Tasks—0
Sparse Antenna and Pulse Placement for Colocated MIMO Radar—0
Accelerating CNN inference on FPGAs: A Survey—0
Fast Greedy MAP Inference for Determinantal Point Process to Improve Recommendation Diversity—0
A Nonlocal InSAR Filter for High-Resolution DEM Generation from TanDEM-X Interferograms—0
Omega: An Architecture for AI Unification—0
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