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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 4451–4475 of 9051 papers

TitleStatusHype
Energy-Latency Manipulation of Multi-modal Large Language Models via Verbose Samples—0
Energy-Efficient Design of Broad Beams for Massive MIMO Systems—0
A Randomized Link Transformer for Diverse Open-Domain Dialogue Generation—0
Energy-Conscious LLM Decoding: Impact of Text Generation Strategies on GPU Energy Consumption—0
Energy Clustering for Unsupervised Person Re-identification—0
CloChat: Understanding How People Customize, Interact, and Experience Personas in Large Language Models—0
AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMs—0
Affinity-Preserving Random Walk for Multi-Document Summarization—0
End-to-end Learnable Diversity-aware News Recommendation—0
End-to-End Domain Adaptive Attention Network for Cross-Domain Person Re-Identification—0
End-to-End Autoregressive Retrieval via Bootstrapping for Smart Reply Systems—0
End-to-End Adversarial Learning for Intrusion Detection in Computer Networks—0
CLIP-Nav: Using CLIP for Zero-Shot Vision-and-Language Navigation—0
End-to-End 3D Multi-Object Tracking and Trajectory Forecasting—0
CLIP-Gaze: Towards General Gaze Estimation via Visual-Linguistic Model—0
EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models—0
Encouraging Intra-Class Diversity Through a Reverse Contrastive Loss for Better Single-Source Domain Generalization—0
Clinical trial site matching with improved diversity using fair policy learning—0
AR4D: Autoregressive 4D Generation from Monocular Videos—0
Encoding architecture algebra—0
Clinical Evaluation of Medical Image Synthesis: A Case Study in Wireless Capsule Endoscopy—0
Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning—0
Clinical Document Corpora and Assorted Domain Proxies: A Survey of Diversity in Corpus Design, with Focus on German Text Data—0
A Quantum-Inspired Ensemble Method and Quantum-Inspired Forest Regressors—0
Emulating Full Participation: An Effective and Fair Client Selection Strategy for Federated Learning—0
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