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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 3051–3100 of 9051 papers

TitleStatusHype
Efficient Self-Supervised Data Collection for Offline Robot Learning—0
Efficient Semi-Supervised Learning for Natural Language Understanding by Optimizing Diversity—0
An Efficient Framework for Crediting Data Contributors of Diffusion Models—0
Efficient Skill Discovery via Regret-Aware Optimization—0
Evolution of Images with Diversity and Constraints Using a Generator Network—0
Efficient Symmetry-Aware Materials Generation via Hierarchical Generative Flow Networks—0
Efficient Transfer Learning in Diffusion Models via Adversarial Noise—0
Citation Structural Diversity: A Novel and Concise Metric Combining Structure and Semantics for Literature Evaluation—0
"Diversity and Uncertainty in Moderation" are the Key to Data Selection for Multilingual Few-shot Transfer—0
Ego2HandsPose: A Dataset for Egocentric Two-hand 3D Global Pose Estimation—0
Ego-Downward and Ambient Video based Person Location Association—0
Diversity and stylization of the contemporary user-generated visual arts in the complexity-entropy plane—0
Bridging the Fairness Gap: Enhancing Pre-trained Models with LLM-Generated Sentences—0
Diversity and Sparsity: A New Perspective on Index Tracking—0
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation—0
Elicitron: An LLM Agent-Based Simulation Framework for Design Requirements Elicitation—0
Eligibility traces provide a data-inspired alternative to backpropagation through time—0
ELITE: Enhanced Language-Image Toxicity Evaluation for Safety—0
Diversity and Social Network Structure in Collective Decision Making: Evolutionary Perspectives with Agent-Based Simulations—0
Elucidating Optimal Reward-Diversity Tradeoffs in Text-to-Image Diffusion Models—0
Advanced Strategies of Portfolio Management in the Heston Market Model—0
Single- and Multi-Objective Evolutionary Algorithms for the Knapsack Problem with Dynamically Changing Constraints—0
Diversity and Novelty MasterPrints: Generating Multiple DeepMasterPrints for Increased User Coverage—0
Diversity and Multiplexing for Continuous Aperture Array (CAPA)-Based Communications—0
Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation—0
Embedding Large Language Models into Extended Reality: Opportunities and Challenges for Inclusion, Engagement, and Privacy—0
Diversity and Language Technology: How Techno-Linguistic Bias Can Cause Epistemic Injustice—0
Embracing Diversity: Interpretable Zero-shot classification beyond one vector per class—0
Localization, epidemic transitions, and unpredictability of multistrain epidemics with an underlying genotype network—0
Class Balancing Diversity Multimodal Ensemble for Alzheimer's Disease Diagnosis and Early Detection—0
Interactions and migration rescuing ecological diversity—0
Emergent competition shapes the ecological properties of multi-trophic ecosystems—0
Emergent cooperative behavior in transient compartments—0
Emergent memory in cell signaling: Persistent adaptive dynamics in cascades can arise from the diversity of relaxation time-scales—0
Emergent properties with repeated examples—0
Emerging Diversity in a Population of Evolving Intransitive Dice—0
Diversity and Inclusion Metrics in Subset Selection—0
Emoji-based Fine-grained Attention Network for Sentiment Analysis in the Microblog Comments—0
A Common Framework for Interactive Texture Transfer—0
Emotional Dimension Control in Language Model-Based Text-to-Speech: Spanning a Broad Spectrum of Human Emotions—0
Evolutionary multiplayer games on graphs with edge diversity—0
Emotion Embeddings x2014 Learning Stable and Homogeneous Abstractions from Heterogeneous Affective Datasets—0
EMOTION: Expressive Motion Sequence Generation for Humanoid Robots with In-Context Learning—0
Emotion Style Transfer with a Specified Intensity Using Deep Reinforcement Learning—0
EmpHi: Generating Empathetic Responses with Human-like Intents—0
Evolution of Thought: Diverse and High-Quality Reasoning via Multi-Objective Optimization—0
CLearViD: Curriculum Learning for Video Description—0
Empirical evidence of Large Language Model's influence on human spoken communication—0
CLEP-GAN: An Innovative Approach to Subject-Independent ECG Reconstruction from PPG Signals—0
Diversity and Inclusion Index with Networks and Similarity: Analysis and its Application—0
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