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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 3751–3800 of 9051 papers

TitleStatusHype
Exploring Global Diversity and Local Context for Video Summarization—0
FlexNER: A Flexible LSTM-CNN Stack Framework for Named Entity Recognition—0
Computing Diverse Sets of High Quality TSP Tours by EAX-Based Evolutionary Diversity Optimisation—0
A Simple Reward-free Approach to Constrained Reinforcement Learning—0
A hierarchical fusion framework integrating random projection-based classifiers: application in head and neck squamous carcinoma cancer—0
Data Augmentation by Fuzzing for Neural Test Generation—0
Computer-Aided Extraction of Select MRI Markers of Cerebral Small Vessel Disease: A Systematic Review—0
Computational Typology—0
Computational strategies for dissecting the high-dimensional complexity of adaptive immune repertoires—0
Exploring Diverse Sounds: Identifying Outliers in a Music Corpus—0
Computational models of learning and synaptic plasticity—0
A Simple Measure of Economic Complexity—0
Flow Score Distillation for Diverse Text-to-3D Generation—0
Fluctuating growth rates link turnover and unevenness in species-rich communities—0
Exploring Diverse Expressions for Paraphrase Generation—0
FMiFood: Multi-modal Contrastive Learning for Food Image Classification—0
Computational historical linguistics and language diversity in South Asia—0
Focus Attention: Promoting Faithfulness and Diversity in Summarization—0
Focus-Consistent Multi-Level Aggregation for Compositional Zero-Shot Learning—0
Focusing Image Generation to Mitigate Spurious Correlations—0
Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback—0
Exploring Data Augmentations on Self-/Semi-/Fully- Supervised Pre-trained Models—0
Computational historical linguistics and language diversity in South Asia—0
Font Identification in Historical Documents Using Active Learning—0
Exploring Critical Testing Scenarios for Decision-Making Policies: An LLM Approach—0
Exploring Context and Visual Pattern of Relationship for Scene Graph Generation—0
Exploring Attribute Variations in Style-based GANs using Diffusion Models—0
Force Prompting: Video Generation Models Can Learn and Generalize Physics-based Control Signals—0
Exploring and Exploiting Diversity for Image Segmentation—0
Computational Eco-Systems for Handwritten Digits Recognition—0
Forecasting high-dimensional dynamics exploiting suboptimal embeddings—0
Forecast with Forecasts: Diversity Matters—0
A Simple Dual-decoder Model for Generating Response with Sentiment—0
A guide through a family of phylogenetic dissimilarity measures among sites—0
Forgotten Knowledge: Examining the Citational Amnesia in NLP—0
Active Learning for Deep Visual Tracking—0
Formalising lexical and syntactic diversity for data sampling in French—0
Forming Diverse Teams from Sequentially Arriving People—0
MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder—0
Fostering digital representation of EU regional and minority languages: the Digital Language Diversity Project—0
Navigating Text-to-Image Generative Bias across Indic Languages—0
Exploring and Controlling Diversity in LLM-Agent Conversation—0
Exploring Advanced Techniques for Visual Question Answering: A Comprehensive Comparison—0
Compression using Discrete Multi-Level Divisor Transform for Heterogeneous Sensor Data—0
Explore and Exploit the Diverse Knowledge in Model Zoo for Domain Generalization—0
Compress Guidance in Conditional Diffusion Sampling—0
A Simple Cooperative Diversity Method Based on Deep-Learning-Aided Relay Selection—0
Exploratory Data Analysis of Urdu Poetry—0
Explorations in an English Poetry Corpus: A Neurocognitive Poetics Perspective—0
Exploration by Random Reward Perturbation—0
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