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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 2351–2400 of 9051 papers

TitleStatusHype
Gram-Elites: N-Gram Based Quality-Diversity SearchCode0
Group Relative Policy Optimization for Image CaptioningCode0
Boosting Deep Ensemble Performance with Hierarchical PruningCode0
GPoeT-2: A GPT-2 Based Poem GeneratorCode0
Go Back in Time: Generating Flashbacks in Stories with Event Temporal PromptsCode0
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the WildCode0
GPT Deciphering Fedspeak: Quantifying Dissent Among Hawks and DovesCode0
GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture ModelingCode0
GlyphGAN: Style-Consistent Font Generation Based on Generative Adversarial NetworksCode0
BOLD5000: A public fMRI dataset of 5000 imagesCode0
A Diversity-Promoting Objective Function for Neural Conversation ModelsCode0
GM Score: Incorporating inter-class and intra-class generator diversity, discriminability of disentangled representation, and sample fidelity for evaluating GANsCode0
Block Flow: Learning Straight Flow on Data BlocksCode0
Global Counterfactual DirectionsCode0
A Diversity-Enhanced Knowledge Distillation Model for Practical Math Word Problem SolvingCode0
Problematic Tokens: Tokenizer Bias in Large Language ModelsCode0
GFlowNets and variational inferenceCode0
A diversity-enhanced genetic algorithm for efficient exploration of parameter spacesCode0
GiantHunter: Accurate detection of giant virus in metagenomic data using reinforcement-learning and Monte Carlo tree searchCode0
Global News Synchrony and Diversity During the Start of the COVID-19 PandemicCode0
Latent Variable Dialogue Models and their DiversityCode0
BLESS: Benchmarking Large Language Models on Sentence SimplificationCode0
Blastocoel morphogenesis: a biophysics perspectiveCode0
Generative Monoculture in Large Language ModelsCode0
Genetic Algorithm with Innovative Chromosome Patterns in the Breeding ProcessCode0
GenZSL: Generative Zero-Shot Learning Via Inductive Variational AutoencoderCode0
Black-Box Testing of Deep Neural Networks Through Test Case DiversityCode0
Bipartite Graph Diffusion Model for Human Interaction GenerationCode0
Bioplastic Design using Multitask Deep Neural NetworksCode0
Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequencesCode0
Generating Sentential Arguments from Diverse Perspectives on Controversial TopicCode0
Generating Synthetic Free-text Medical Records with Low Re-identification Risk using Masked Language ModelingCode0
Generating Neural Networks with Neural NetworksCode0
An Evaluation Framework for Attributed Information Retrieval using Large Language ModelsCode0
Generating Natural Language Adversarial ExamplesCode0
Generating Realistic Forehead-Creases for User Verification via Conditioned Piecewise Polynomial CurvesCode0
A Neural Compositional Paradigm for Image CaptioningCode0
Local Padding in Patch-Based GANs for Seamless Infinite-Sized Texture SynthesisCode0
BIISQ: Bayesian nonparametric discovery of Isoforms and Individual Specific QuantificationCode0
A Dilated Inception Network for Visual Saliency PredictionCode0
Generating Diverse Descriptions from Semantic GraphsCode0
Generating Informative and Diverse Conversational Responses via Adversarial Information MaximizationCode0
Generating Diverse and Accurate Visual Captions by Comparative Adversarial LearningCode0
Generating Diverse and High-Quality Texts by Minimum Bayes Risk DecodingCode0
Toward Improving Coherence and Diversity of Slogan GenerationCode0
Generating Diverse and Meaningful CaptionsCode0
Generating Language Corrections for Teaching Physical Control TasksCode0
Generative AI and Creativity: A Systematic Literature Review and Meta-AnalysisCode0
BiERL: A Meta Evolutionary Reinforcement Learning Framework via Bilevel OptimizationCode0
Generalized Face Anti-spoofing via Finer Domain Partition and Disentangling Liveness-irrelevant FactorsCode0
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