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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 3101–3150 of 9051 papers

TitleStatusHype
Empowering Backbone Models for Visual Text Generation with Input Granularity Control and Glyph-Aware Training—0
Empowering Large Language Models for Textual Data Augmentation—0
Empowering Quality Diversity in Dungeon Design with Interactive Constrained MAP-Elites—0
Empowering Time Series Analysis with Synthetic Data: A Survey and Outlook in the Era of Foundation Models—0
Emulating Full Participation: An Effective and Fair Client Selection Strategy for Federated Learning—0
Climate land use and other drivers impacts on island ecosystem services: a global review—0
Clinical Document Corpora and Assorted Domain Proxies: A Survey of Diversity in Corpus Design, with Focus on German Text Data—0
Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning—0
Encoding architecture algebra—0
Clinical Evaluation of Medical Image Synthesis: A Case Study in Wireless Capsule Endoscopy—0
Diversity and Diffusion: Observations on Synthetic Image Distributions with Stable Diffusion—0
EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models—0
End-to-End 3D Multi-Object Tracking and Trajectory Forecasting—0
CLIP-Gaze: Towards General Gaze Estimation via Visual-Linguistic Model—0
End-to-End Adversarial Learning for Intrusion Detection in Computer Networks—0
End-to-End Autoregressive Retrieval via Bootstrapping for Smart Reply Systems—0
Diversity and Depth in Per-Example Routing Models—0
End-to-end Learnable Diversity-aware News Recommendation—0
Bridging Dialects: Translating Standard Bangla to Regional Variants Using Neural Models—0
Diversity and degrees of freedom in regression ensembles—0
Diversity and Consistency: Exploring Visual Question-Answer Pair Generation—0
Energy-Conscious LLM Decoding: Impact of Text Generation Strategies on GPU Energy Consumption—0
Energy-Efficient Design of Broad Beams for Massive MIMO Systems—0
Energy-Latency Manipulation of Multi-modal Large Language Models via Verbose Samples—0
Affinity-Preserving Random Walk for Multi-Document Summarization—0
Enforcing Structural Diversity in Cube-pruned Dependency Parsing—0
BRIDGING ADVERSARIAL SAMPLES AND ADVERSARIAL NETWORKS—0
Engineering Artificial Intelligence: Framework, Challenges, and Future Direction—0
English Accent Accuracy Analysis in a State-of-the-Art Automatic Speech Recognition System—0
English-to-Japanese Diverse Translation by Combining Forward and Backward Outputs—0
Advanced Signal Processing Techniques for Fixed and Mobile Satellite Communications—0
EXPLAIN, AGREE, LEARN: Scaling Learning for Neural Probabilistic Logic—0
Diversity and coevolutionary dynamics in high-dimensional phenotype spaces—0
Enhanced Generalization through Prioritization and Diversity in Self-Imitation Reinforcement Learning over Procedural Environments with Sparse Rewards—0
Enhanced Optimization with Composite Objectives and Novelty Selection—0
Enhanced Optimization with Composite Objectives and Novelty Pulsation—0
Enhanced Recommendation Combining Collaborative Filtering and Large Language Models—0
Enhanced Spatially Interleaved Techniques for Multi-View Distributed Video Coding—0
Enhanced species coexistence in Lotka-Volterra competition models due to nonlocal interactions—0
Diversity and bias in audio captioning datasets—0
Enhancement of Encoder and Attention Using Target Monolingual Corpora in Neural Machine Translation—0
Enhance Robustness of Language Models Against Variation Attack through Graph Integration—0
Enhancing Adversarial Robustness via Uncertainty-Aware Distributional Adversarial Training—0
Enhancing Adversarial Transferability with Checkpoints of a Single Model's Training—0
An Investigation of Hybrid architectures for Low Resource Multilingual Speech Recognition system in Indian context—0
Enhancing Annotated Bibliography Generation with LLM Ensembles—0
Clustering-Based Evolutionary Federated Multiobjective Optimization and Learning—0
Enhancing Audio Augmentation Methods with Consistency Learning—0
Clustering Bioactive Molecules in 3D Chemical Space with Unsupervised Deep Learning—0
Diversity Analysis for Indoor Terahertz Communication Systems under Small-Scale Fading—0
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