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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 5901–5925 of 9051 papers

TitleStatusHype
Self-supervised Representation Learning for Trip Recommendation—0
Apples to Apples: A Systematic Evaluation of Topic ModelsCode1
Multiple Captions Embellished Multilingual Multi-Modal Neural Machine Translation—0
Event Prominence Extraction Combining a Knowledge-Based Syntactic Parser and a BERT Classifier for Dutch—0
Text AutoAugment: Learning Compositional Augmentation Policy for Text ClassificationCode1
OptAGAN: Entropy-based finetuning on text VAE-GANCode0
Plan-then-Generate: Controlled Data-to-Text Generation via PlanningCode1
How Does Adversarial Fine-Tuning Benefit BERT?—0
Path Planning for Cellular-Connected UAV: A DRL Solution with Quantum-Inspired Experience Replay—0
Creative Diversity: Patterns in the Creative Habits of ~10,000 PeopleCode0
What can phylogenetic metrics tell us about useful diversity in evolutionary algorithms?Code0
AP-10K: A Benchmark for Animal Pose Estimation in the WildCode1
Lingxi: A Diversity-aware Chinese Modern Poetry Generation System—0
Spliced Leader Trapping Reveals Widespread Alternative Splicing Patterns in the Highly Dynamic Transcriptome of Trypanosoma brucei—0
Can the Transformer Be Used as a Drop-in Replacement for RNNs in Text-Generating GANs?—0
Latent Space Energy-Based Model of Symbol-Vector Coupling for Text Generation and ClassificationCode1
When should agents explore?—0
Lightweight Monocular Depth with a Novel Neural Architecture Search Method—0
Incorporating Surprisingly Popular Algorithm and Euclidean Distance-based Adaptive Topology into PSOCode0
Multi-Attributed and Structured Text-to-Face Synthesis—0
Subgoal Search For Complex Reasoning TasksCode1
StyleAugment: Learning Texture De-biased Representations by Style Augmentation without Pre-defined Textures—0
DeepPanoContext: Panoramic 3D Scene Understanding with Holistic Scene Context Graph and Relation-based OptimizationCode1
Decentralized Air Traffic Management for Advanced Air Mobility—0
On the Effectiveness of Genetic Operations in Symbolic Regression—0
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