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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 6601–6650 of 9051 papers

TitleStatusHype
Data Augmentation by Concatenation for Low-Resource Translation: A Mystery and a Solution—0
One Model for All Quantization: A Quantized Network Supporting Hot-Swap Bit-Width Adjustment—0
Ensemble Feature Extraction for Multi-Container Quality-Diversity Algorithms—0
Discovering Diverse Athletic Jumping Strategies—0
Subspace Representation Learning for Few-shot Image Classification—0
Why scholars are diagramming neural network models—0
Participatory Budgeting with Donations and Diversity Constraints—0
Current Status and Performance Analysis of Table Recognition in Document Images with Deep Neural Networks—0
Action Unit Memory Network for Weakly Supervised Temporal Action Localization—0
Hyperspherically Regularized Networks for Self-Supervision—0
Diversity-Aware Batch Active Learning for Dependency ParsingCode0
Self-Bounding Majority Vote Learning Algorithms by the Direct Minimization of a Tight PAC-Bayesian C-BoundCode0
The Future of Employment Revisited: How Model Selection Determines Automation Forecasts—0
Entropy-Based Evolutionary Diversity Optimisation for the Traveling Salesperson Problem—0
Unsupervised Detection of Cancerous Regions in Histology Imagery using Image-to-Image Translation—0
Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation—0
Breeding Diverse Packings for the Knapsack Problem by Means of Diversity-Tailored Evolutionary AlgorithmsCode0
Text Generation with Deep Variational GAN—0
Dynamic Cat Swarm Optimization Algorithm for Backboard Wiring ProblemCode0
Policy Manifold Search: Exploring the Manifold Hypothesis for Diversity-based Neuroevolution—0
Less is more: Selecting informative and diverse subsets with balancing constraints—0
Diverse Image Inpainting with Bidirectional and Autoregressive Transformers—0
Machine Learning Algorithms for Breast Cancer Detection in Mammography Images: A Comparative Study—0
Seeking Quality Diversity in Evolutionary Co-design of Morphology and Control of Soft Tensegrity Modular RobotsCode0
Shannon information criterion for low-high diversity transition in Moran and Voter models—0
Eccentric Regularization: Minimizing Hyperspherical Energy without explicit projection—0
Ensembles of GANs for synthetic training data generation—0
cMLSGA: A Co-Evolutionary Multi-Level Selection Genetic Algorithm for Multi-Objective Optimization—0
Control Contraction Metric Synthesis for Discrete-time Nonlinear Systems—0
The external pallidum: think locally, act globally—0
Words with Consistent Diachronic Usage Patterns are Learned Earlier: A Computational Analysis Using Temporally Aligned Word EmbeddingsCode0
Inferring Multi-Period Optimal Portfolios via Detrending Moving Average Cluster Entropy—0
TeamUNCC@LT-EDI-EACL2021: Hope Speech Detection using Transfer Learning with TransformersCode0
Sentiment Classification in Swahili Language Using Multilingual BERT—0
IIITK@LT-EDI-EACL2021: Hope Speech Detection for Equality, Diversity, and Inclusion in Tamil , Malayalam and EnglishCode0
IIITT@LT-EDI-EACL2021-Hope Speech Detection: There is always Hope in TransformersCode0
Line Segmentation from Unconstrained Handwritten Text Images using Adaptive Approach—0
ARCH-Elites: Quality-Diversity for Urban Design—0
A cross-study analysis of drug response prediction in cancer cell lines—0
Monte Carlo Elites: Quality-Diversity Selection as a Multi-Armed Bandit ProblemCode0
Joint Passage Ranking for Diverse Multi-Answer Retrieval—0
Generating Diverse and Competitive Play-Styles for Strategy Games—0
Contribuição do ecoturismo para o uso sustentável dos recursos hídricos do município de Rondonópolis-MT—0
Fast ABC with joint generative modelling and subset simulation—0
Divide-and-Conquer for Lane-Aware Diverse Trajectory Prediction—0
Collective Iterative Learning Control: Exploiting Diversity in Multi-Agent Systems for Reference Tracking Tasks—0
Toward Deconfounding the Influence of Entity Demographics for Question Answering Accuracy—0
First the worst: Finding better gender translations during beam searchCode0
Level Generation for Angry Birds with Sequential VAE and Latent Variable EvolutionCode0
Inference of cell dynamics on perturbation data using adjoint sensitivityCode0
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