SOTAVerified

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

Showing 49014950 of 9051 papers

TitleStatusHype
Recent Advances in Diversified Recommendation0
Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark0
Channel State Acquisition in Uplink NOMA for Cellular-Connected UAV: Exploitation of Doppler and Modulation Diversities0
Recognising the importance of preference change: A call for a coordinated multidisciplinary research effort in the age of AI0
Recognition-Guided Diffusion Model for Scene Text Image Super-Resolution0
Recognition of non-domain phrases in automatically extracted lists of terms0
Recognizing long-form speech using streaming end-to-end models0
Recommendation Systems with Distribution-Free Reliability Guarantees0
Recommenders with a mission: assessing diversity in newsrecommendations0
Recommending Accurate and Diverse Items Using Bilateral Branch Network0
Recommending on graphs: a comprehensive review from a data perspective0
Reconciling Semantic Controllability and Diversity for Remote Sensing Image Synthesis with Hybrid Semantic Embedding0
Reconciling the accuracy-diversity trade-off in recommendations0
Reconfigurable Heterogeneous Parallel Island Models0
Reconfigurable Holographic Surface-aided Distributed MIMO Radar Systems0
Reconfigurable Holographic Surface: A New Paradigm to Implement Holographic Radio0
Reconfigurable Intelligent Surface-Aided Grant-Free Access for Uplink URLLC0
Reconfigurable Intelligent Surface Aided NOMA Networks0
Reconfigurable Intelligent Surface-assisted Networks: Phase Alignment Categories0
Reconfigurable Intelligent Surfaces and Machine Learning for Wireless Fingerprinting Localization0
Reconstructing Objects in-the-wild for Realistic Sensor Simulation0
Reconstructing seen images from human brain activity via guided stochastic search0
Reconstructing Word Embeddings via Scattered k-Sub-Embedding0
RECOST: External Knowledge Guided Data-efficient Instruction Tuning0
Recoverability of Ancestral Recombination Graph Topologies0
Recover from Horcrux: A Spectrogram Augmentation Method for Cardiac Feature Monitoring from Radar Signal Components0
Rectified Flow For Structure Based Drug Design0
Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation0
Recurrent and Contextual Models for Visual Question Answering0
Recurring Concept Meta-learning for Evolving Data Streams0
Model Ratatouille: Recycling Diverse Models for Out-of-Distribution Generalization0
Reddit: A Gold Mine for Personality Prediction0
ReDDiT: Rehashing Noise for Discrete Visual Generation0
Redrawing attendance boundaries to promote racial and ethnic diversity in elementary schools0
Evolving Diverse Red-team Language Models in Multi-round Multi-agent Games0
Reducing Diversity to Generate Hierarchical Archetypes0
Reducing false positives in strong lens detection through effective augmentation and ensemble learning0
Preventing Value Function Collapse in Ensemble Q-Learning by Maximizing Representation Diversity0
Reducing Popularity Bias in Recommendation Over Time0
Reducing the Mutual Outage Probability of Cooperative Non-Orthogonal Multiple Access0
Reducing the Scope of Language Models0
Redundancy Aware Multi-Reference Based Gainwise Evaluation of Extractive Summarization0
Label-Based Diversity Measure Among Hidden Units of Deep Neural Networks: A Regularization Method0
ReelFramer: Human-AI Co-Creation for News-to-Video Translation0
Reference-Guided Verdict: LLMs-as-Judges in Automatic Evaluation of Free-Form Text0
Self-paced Multi-grained Cross-modal Interaction Modeling for Referring Expression Comprehension0
Regional Adversarial Training for Better Robust Generalization0
Region-level Active Detector Learning0
Regularized Attentive Capsule Network for Overlapped Relation Extraction0
Regularized directional representations for medical image registration0
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