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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 3151–3200 of 9051 papers

TitleStatusHype
On a Scale-Invariant Approach to Bundle Recommendations in Candy Crush Saga—0
Synthetic Patient-Physician Dialogue Generation from Clinical Notes Using LLM—0
Improving Structural Diversity of Blackbox LLMs via Chain-of-Specification Prompting—0
Perceptual Similarity for Measuring Decision-Making Style and Policy Diversity in GamesCode0
P3: A Policy-Driven, Pace-Adaptive, and Diversity-Promoted Framework for data pruning in LLM Training—0
Facilitating bootstrapped and rarefaction-based microbiome diversity analysis with q2-bootsCode0
LaiDA: Linguistics-aware In-context Learning with Data Augmentation for Metaphor Components IdentificationCode0
How Well Do LLMs Identify Cultural Unity in Diversity?Code0
Investigating a Benchmark for Training-set free Evaluation of Linguistic Capabilities in Machine Reading Comprehension—0
Surveying the Landscape of Image Captioning Evaluation: A Comprehensive Taxonomy and Novel Ensemble Method—0
LLaVA-VSD: Large Language-and-Vision Assistant for Visual Spatial DescriptionCode0
BA-LoRA: Bias-Alleviating Low-Rank Adaptation to Mitigate Catastrophic Inheritance in Large Language ModelsCode0
Better Alignment with Instruction Back-and-Forth Translation—0
Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation—0
Artificial Intelligence in Election Campaigns: Perceptions, Penalties, and Implications—0
HistoSPACE: Histology-Inspired Spatial Transcriptome Prediction And Characterization Engine—0
Enhancing Output Diversity Improves Conjugate Gradient-based Adversarial AttacksCode0
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation—0
Relevance meets Diversity: A User-Centric Framework for Knowledge Exploration through RecommendationsCode0
Multi-objective Memetic Algorithm with Adaptive Weights for Inverse Antenna Design—0
FMiFood: Multi-modal Contrastive Learning for Food Image Classification—0
Contrastive Learning for Image Complexity Representation—0
Coherent FDA Radar: Transmitter and Receiver Design and Analysis—0
Diverse Generation while Maintaining Semantic Coordination: A Diffusion-Based Data Augmentation Method for Object Detection—0
Adversarial Domain Adaptation for Cross-user Activity Recognition Using Diffusion-based Noise-centred LearningCode0
FDA Jamming Against Airborne Phased-MIMO Radar-Part I: Matched Filtering and Spatial Filtering—0
Cross Pseudo Supervision Framework for Sparsely Labelled Geospatial Images—0
Low-Cost Self-Ensembles Based on Multi-Branch Transformation and Grouped ConvolutionCode0
Spin glass model of in-context learning—0
Hardware Aware Ensemble Selection for Balancing Predictive Accuracy and CostCode0
Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process—0
LDFaceNet: Latent Diffusion-based Network for High-Fidelity Deepfake Generation—0
Why Perturbing Symbolic Music is Necessary: Fitting the Distribution of Never-used Notes through a Joint Probabilistic Diffusion Model—0
Scene-wise Adaptive Network for Dynamic Cold-start Scenes Optimization in CTR PredictionCode0
GLDiTalker: Speech-Driven 3D Facial Animation with Graph Latent Diffusion Transformer—0
FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only—0
Tailoring Graph Neural Network-based Flow-guided Localization to Individual Bloodstreams and Activities—0
HeteroMorpheus: Universal Control Based on Morphological Heterogeneity ModelingCode0
ChordSync: Conformer-Based Alignment of Chord Annotations to Music Audio—0
Privacy-preserving datasets by capturing feature distributions with Conditional VAEsCode0
In-Context Example Selection via Similarity Search Improves Low-Resource Machine TranslationCode0
Navigating Text-to-Image Generative Bias across Indic Languages—0
A Simple Background Augmentation Method for Object Detection with Diffusion Model—0
Diff3DETR:Agent-based Diffusion Model for Semi-supervised 3D Object Detection—0
Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology—0
S-SYNTH: Knowledge-Based, Synthetic Generation of Skin ImagesCode0
PhysFlow: Skin tone transfer for remote heart rate estimation through conditional normalizing flows—0
A Culturally-Aware Tool for Crowdworkers: Leveraging Chronemics to Support Diverse Work StylesCode0
MOSAIC: Multimodal Multistakeholder-aware Visual Art Recommendation—0
Toward Wireless Localization Using Multiple Reconfigurable Intelligent Surfaces—0
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