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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 2701–2750 of 9051 papers

TitleStatusHype
Unity by Diversity: Improved Representation Learning in Multimodal VAEsCode1
Aligning GPTRec with Beyond-Accuracy Goals with Reinforcement LearningCode0
Attempt Towards Stress Transfer in Speech-to-Speech Machine Translation—0
Greater than the sum of its parts: The role of minority and majority status in collaborative problem-solving communication—0
A New Benchmark for Evaluating Automatic Speech Recognition in the Arabic Call Domain—0
Beyond Major Product Prediction: Reproducing Reaction Mechanisms with Machine Learning Models Trained on a Large-Scale Mechanistic Dataset—0
On-demand Quantization for Green Federated Generative Diffusion in Mobile Edge Networks—0
Cultural-Aware AI Model for Emotion RecognitionCode0
Measuring Diversity in Co-creative Image Generation—0
Illuminating the property space in crystal structure prediction using Quality-Diversity algorithms—0
DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-TrainingCode2
Bridging Diversity and Uncertainty in Active learning with Self-Supervised Pre-Training—0
Diffusion on language model encodings for protein sequence generation—0
Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN—0
Kernel Correlation-Dissimilarity for Multiple Kernel k-Means Clustering—0
Probabilistic Topic Modelling with Transformer RepresentationsCode1
A Measure for Transparent Comparison of Linguistic Diversity in Multilingual NLP Data SetsCode0
Adaptive Discovering and Merging for Incremental Novel Class Discovery—0
MAGID: An Automated Pipeline for Generating Synthetic Multi-modal DatasetsCode0
TartanAviation: Image, Speech, and ADS-B Trajectory Datasets for Terminal Airspace OperationsCode1
Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual FidelityCode1
Feint Behaviors and Strategies: Formalization, Implementation and Evaluation—0
TopicDiff: A Topic-enriched Diffusion Approach for Multimodal Conversational Emotion Detection—0
Language and Speech Technology for Central Kurdish VarietiesCode1
CET2: Modelling Topic Transitions for Coherent and Engaging Knowledge-Grounded Conversations—0
IndicVoices: Towards building an Inclusive Multilingual Speech Dataset for Indian Languages—0
Point2Building: Reconstructing Buildings from Airborne LiDAR Point Clouds—0
NusaBERT: Teaching IndoBERT to be Multilingual and MulticulturalCode0
UniCtrl: Improving the Spatiotemporal Consistency of Text-to-Video Diffusion Models via Training-Free Unified Attention ControlCode2
Beyond Recommender: An Exploratory Study of the Effects of Different AI Roles in AI-Assisted Decision Making—0
Sample Efficient Myopic Exploration Through Multitask Reinforcement Learning with Diverse Tasks—0
Theoretical Insights for Diffusion Guidance: A Case Study for Gaussian Mixture Models—0
Transfer Learning-Enhanced Instantaneous Multi-Person Indoor Localization by CSI—0
COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting—0
Text-guided Explorable Image Super-resolution—0
BootTOD: Bootstrap Task-oriented Dialogue Representations by Aligning Diverse Responses—0
Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models—0
Identify Critical Nodes in Complex Network with Large Language Models—0
Enhancing Jailbreak Attacks with Diversity Guidance—0
Standardizing the Measurement of Text Diversity: A Tool and a Comparative Analysis of ScoresCode1
Semi-Instruct: Bridging Natural-Instruct and Self-Instruct for Code Large Language Models—0
TempCompass: Do Video LLMs Really Understand Videos?Code2
AI and Identity—0
Team Formation amidst ConflictsCode0
A minimal model of pan-immunity maintenance by horizontal gene transfer in the ecological dynamics of bacteria and phages—0
Teaching Large Language Models an Unseen Language on the FlyCode1
DOZE: A Dataset for Open-Vocabulary Zero-Shot Object Navigation in Dynamic Environments—0
Enhancing the "Immunity" of Mixture-of-Experts Networks for Adversarial Defense—0
Uncertainty-Based Extensible Codebook for Discrete Federated Learning in Heterogeneous Data SilosCode0
WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image SynthesisCode2
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