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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 2301–2350 of 9051 papers

TitleStatusHype
IDIAP_TIET@LT-EDI-ACL2022 : Hope Speech Detection in Social Media using Contextualized BERT with Attention MechanismCode0
Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine TranslationCode0
Gram-Elites: N-Gram Based Quality-Diversity SearchCode0
Bridging the Gap between Learning and Inference for Diffusion-Based Molecule GenerationCode0
Graph-guided Architecture Search for Real-time Semantic SegmentationCode0
Ankh: Optimized Protein Language Model Unlocks General-Purpose ModellingCode0
Bridging the Evaluation Gap: Leveraging Large Language Models for Topic Model EvaluationCode0
Bridging Information Gaps with Comprehensive Answers: Improving the Diversity and Informativeness of Follow-Up QuestionsCode0
Gradient Estimators for Implicit ModelsCode0
GPoeT-2: A GPT-2 Based Poem GeneratorCode0
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the WildCode0
GPT Deciphering Fedspeak: Quantifying Dissent Among Hawks and DovesCode0
An Investigation of the (In)effectiveness of Counterfactually Augmented DataCode0
Go Back in Time: Generating Flashbacks in Stories with Event Temporal PromptsCode0
Topology-Preserved Human Reconstruction with DetailsCode0
GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture ModelingCode0
Breeding Diverse Packings for the Knapsack Problem by Means of Diversity-Tailored Evolutionary AlgorithmsCode0
GlyphGAN: Style-Consistent Font Generation Based on Generative Adversarial NetworksCode0
GM Score: Incorporating inter-class and intra-class generator diversity, discriminability of disentangled representation, and sample fidelity for evaluating GANsCode0
An Interventional Perspective on Identifiability in Gaussian LTI Systems with Independent Component AnalysisCode0
Brain Tumor Synthetic Data Generation with Adaptive StyleGANsCode0
Global Counterfactual DirectionsCode0
GFlowNets and variational inferenceCode0
GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning AlgorithmsCode0
A Collection of Quality Diversity Optimization Problems Derived from Hyperparameter Optimization of Machine Learning ModelsCode0
GiantHunter: Accurate detection of giant virus in metagenomic data using reinforcement-learning and Monte Carlo tree searchCode0
Problematic Tokens: Tokenizer Bias in Large Language ModelsCode0
Bottleneck Analysis of Dynamic Graph Neural Network Inference on CPU and GPUCode0
ADS-Cap: A Framework for Accurate and Diverse Stylized Captioning with Unpaired Stylistic CorporaCode0
BooVAE: Boosting Approach for Continual Learning of VAECode0
GenZSL: Generative Zero-Shot Learning Via Inductive Variational AutoencoderCode0
3D-LMNet: Latent Embedding Matching for Accurate and Diverse 3D Point Cloud Reconstruction from a Single ImageCode0
Bootstrapping and Multiple Imputation Ensemble Approaches for Missing DataCode0
Global News Synchrony and Diversity During the Start of the COVID-19 PandemicCode0
GRATIS: GeneRAting TIme Series with diverse and controllable characteristicsCode0
Generative Monoculture in Large Language ModelsCode0
Boosting Semantic Segmentation from the Perspective of Explicit Class EmbeddingsCode0
Boosting Out-of-Distribution Detection with Multiple Pre-trained ModelsCode0
Generating Synthetic Free-text Medical Records with Low Re-identification Risk using Masked Language ModelingCode0
Boosting LLM via Learning from Data Iteratively and SelectivelyCode0
Boosting High Resolution Image Classification with Scaling-up TransformersCode0
Generating Sentential Arguments from Diverse Perspectives on Controversial TopicCode0
Boosting Ensemble Accuracy by Revisiting Ensemble Diversity MetricsCode0
AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image SegmentationCode0
Generating Realistic Forehead-Creases for User Verification via Conditioned Piecewise Polynomial CurvesCode0
Generative AI and Creativity: A Systematic Literature Review and Meta-AnalysisCode0
Genetic Algorithm with Innovative Chromosome Patterns in the Breeding ProcessCode0
Boosting Deep Ensemble Performance with Hierarchical PruningCode0
Generating Language Corrections for Teaching Physical Control TasksCode0
Local Padding in Patch-Based GANs for Seamless Infinite-Sized Texture SynthesisCode0
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