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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 4101–4150 of 9051 papers

TitleStatusHype
AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires—0
Concept-Monitor: Understanding DNN training through individual neurons—0
Effect of latent space distribution on the segmentation of images with multiple annotationsCode1
EasyPortrait -- Face Parsing and Portrait Segmentation DatasetCode2
DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion modelsCode1
Mixing Data Augmentation with Preserving Foreground Regions in Medical Image Segmentation—0
Learning Trajectories are Generalization Indicators—0
Flickr-PAD: New Face High-Resolution Presentation Attack Detection DatabaseCode0
Img2Vec: A Teacher of High Token-Diversity Helps Masked AutoEncoders—0
GlyphDiffusion: Text Generation as Image Generation—0
Disagreement amongst counterfactual explanations: How transparency can be deceptive—0
TIGTEC : Token Importance Guided TExt Counterfactuals—0
Benchmark tasks for Quality-Diversity applied to Uncertain domainsCode0
Towards Mode Balancing of Generative Models via Diversity WeightsCode0
Quality-Diversity Optimisation on a Physical Robot Through Dynamics-Aware and Reset-Free Learning—0
Semi-Supervised Semantic Segmentation With Region RelevanceCode0
You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic SegmentationCode1
SATIN: A Multi-Task Metadataset for Classifying Satellite Imagery using Vision-Language Models—0
Constructing a meta-learner for unsupervised anomaly detection—0
Quantifying the difference between phylogenetic diversity and diversity indices—0
E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender SystemsCode0
HyperTuner: A Cross-Layer Multi-Objective Hyperparameter Auto-Tuning Framework for Data Analytic ServicesCode0
Domain Generalization for Mammographic Image Analysis with Contrastive Learning—0
Anything-3D: Towards Single-view Anything Reconstruction in the WildCode3
SP-BatikGAN: An Efficient Generative Adversarial Network for Symmetric Pattern Generation—0
Analysing Equilibrium States for Population Diversity—0
ReelFramer: Human-AI Co-Creation for News-to-Video Translation—0
Learning Representative Trajectories of Dynamical Systems via Domain-Adaptive ImitationCode0
TTIDA: Controllable Generative Data Augmentation via Text-to-Text and Text-to-Image ModelsCode0
Dual Stage Stylization Modulation for Domain Generalized Semantic Segmentation—0
Participatory Design of AI with Children: Reflections on IDC Design Challenge—0
Revisiting k-NN for Fine-tuning Pre-trained Language ModelsCode1
Always Strengthen Your Strengths: A Drift-Aware Incremental Learning Framework for CTR Prediction—0
The MiniPile Challenge for Data-Efficient Language ModelsCode0
ERTIM@MC2: Diversified Argumentative Tweets Retrieval—0
CAViaR: Context Aware Video Recommendations—0
Do you MIND? Reflections on the MIND dataset for research on diversity in news recommendations—0
Context-aware Domain Adaptation for Time Series Anomaly Detection—0
Test-Optional Admissions—0
Efficient Quality-Diversity Optimization through Diverse Quality SpeciesCode0
Text-Conditional Contextualized Avatars For Zero-Shot Personalization—0
The Second Monocular Depth Estimation Challenge—0
Learning to exploit z-Spatial Diversity for Coherent Nonlinear Optical Fiber Communication—0
SiLK -- Simple Learned KeypointsCode2
Mutation enhances cooperation in direct reciprocity—0
LINGO : Visually Debiasing Natural Language Instructions to Support Task Diversity—0
Towards Large-Scale Simulations of Open-Ended Evolution in Continuous Cellular Automata—0
NoisyTwins: Class-Consistent and Diverse Image Generation through StyleGANsCode1
Wild Face Anti-Spoofing Challenge 2023: Benchmark and ResultsCode0
Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric ViewsCode1
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