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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 801–850 of 9051 papers

TitleStatusHype
Micro-macro Wavelet-based Gaussian Splatting for 3D Reconstruction from Unconstrained Images—0
RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity—0
FreEformer: Frequency Enhanced Transformer for Multivariate Time Series ForecastingCode1
LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases—0
Beyond Task Diversity: Provable Representation Transfer for Sequential Multi-Task Linear BanditsCode0
Co-Learning Bayesian Optimization—0
Generating Realistic Forehead-Creases for User Verification via Conditioned Piecewise Polynomial CurvesCode0
Adaptive Testing for LLM-Based Applications: A Diversity-based Approach—0
Deep Modularity Networks with Diversity--Preserving Regularization—0
Generative Data Augmentation Challenge: Synthesis of Room Acoustics for Speaker Distance Estimation—0
A Comprehensive Social Bias Audit of Contrastive Vision Language Models—0
Toward Model-centric Heterogeneous Federated Graph Learning: A Knowledge-driven Approach—0
Exploring Wikipedia Gender Diversity Over Time x2013 The Wikipedia Gender Dashboard (WGD)—0
Deep Reinforcement Learning with Hybrid Intrinsic Reward Model—0
Academic Case Reports Lack Diversity: Assessing the Presence and Diversity of Sociodemographic and Behavioral Factors related to Post COVID-19 Condition—0
Distributed Multi-Head Learning Systems for Power Consumption Prediction—0
Foreign object segmentation in chest x-rays through anatomy-guided shape insertion—0
Systematic Abductive Reasoning via Diverse Relation Representations in Vector-symbolic Architecture—0
Approach to Visual Attractiveness of Event Space Through Data-Driven Environment and Spatial Perception—0
Are generative models fair? A study of racial bias in dermatological image generation—0
The impact of intrinsic rewards on exploration in Reinforcement Learning—0
Curiosity-Driven Reinforcement Learning from Human FeedbackCode1
Generative AI and Large Language Models in Language Preservation: Opportunities and Challenges—0
Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation—0
Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering—0
A New Formulation of Lipschitz Constrained With Functional Gradient Learning for GANsCode4
Block Flow: Learning Straight Flow on Data BlocksCode0
Optimizing Pretraining Data Mixtures with LLM-Estimated Utility—0
OMoE: Diversifying Mixture of Low-Rank Adaptation by Orthogonal Finetuning—0
Evaluation and Efficiency Comparison of Evolutionary Algorithms for Service Placement Optimization in Fog ArchitecturesCode1
GVMGen: A General Video-to-Music Generation Model with Hierarchical Attentions—0
FoundationStereo: Zero-Shot Stereo MatchingCode7
Democratizing AI Governance: Balancing Expertise and Public Participation—0
Aligning Instruction Tuning with Pre-training—0
SoccerSynth-Detection: A Synthetic Dataset for Soccer Player Detection—0
AI in Support of Diversity and Inclusion—0
AugRefer: Advancing 3D Visual Grounding via Cross-Modal Augmentation and Spatial Relation-based Referring—0
Text Semantics to Flexible Design: A Residential Layout Generation Method Based on Stable Diffusion Model—0
A Novel Multiple Interval Prediction Method for Electricity Prices based on Scenarios Generation: Definition and Method—0
Scenarios Generation-based Multiple Interval Prediction Method for Electricity Prices—0
iTool: Boosting Tool Use of Large Language Models via Iterative Reinforced Fine-Tuning—0
Exploring the Efficacy of Meta-Learning: Unveiling Superior Data Diversity Utilization of MAML Over Pre-training—0
Target Detection in OFDM-ISAC Systems: A Multipath Exploitation Approach—0
Orthogonal Delay-Doppler Division Multiplexing Modulation with Hierarchical Mode-Based Index Modulation—0
Formalising lexical and syntactic diversity for data sampling in French—0
DH-Mamba: Exploring Dual-domain Hierarchical State Space Models for MRI ReconstructionCode1
Microphone Array Signal Processing and Deep Learning for Speech Enhancement—0
Foundation Models at Work: Fine-Tuning for Fairness in Algorithmic HiringCode0
Enhancing Image Generation Fidelity via Progressive PromptsCode0
Unveiling Temporal Trends in 19th Century Literature: An Information Retrieval Approach—0
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