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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 4126–4150 of 9051 papers

TitleStatusHype
Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing—0
Hybrid Training Approaches for LLMs: Leveraging Real and Synthetic Data to Enhance Model Performance in Domain-Specific Applications—0
DivBO: Diversity-aware CASH for Ensemble Learning—0
DivAvatar: Diverse 3D Avatar Generation with a Single Prompt—0
A New Benchmark for Evaluating Automatic Speech Recognition in the Arabic Call Domain—0
div2vec: Diversity-Emphasized Node Embedding—0
A Distributed Local Energy Market Clearing Framework Using a Two-Loop ADMM Method—0
DITTO-NeRF: Diffusion-based Iterative Text To Omni-directional 3D Model—0
Binary strings of finite VC dimension—0
A Neural Compositional Paradigm for Image Captioning—0
DiTAR: Diffusion Transformer Autoregressive Modeling for Speech Generation—0
Distribution-restrained Softmax Loss for the Model Robustness—0
Binary or nonbinary? An evolutionary learning approach to gender identity—0
Hybrid quantum cycle generative adversarial network for small molecule generation—0
Distribution Learning Based on Evolutionary Algorithm Assisted Deep Neural Networks for Imbalanced Image Classification—0
BimArt: A Unified Approach for the Synthesis of 3D Bimanual Interaction with Articulated Objects—0
Distribution Aware Metrics for Conditional Natural Language Generation—0
A Dissection of Overfitting and Generalization in Continuous Reinforcement Learning—0
Hybrid SD: Edge-Cloud Collaborative Inference for Stable Diffusion Models—0
HyperGANStrument: Instrument Sound Synthesis and Editing with Pitch-Invariant Hypernetworks—0
Distribution augmentation for low-resource expressive text-to-speech—0
Distribution Aligned Multimodal and Multi-Domain Image Stylization—0
Bilevel Scheduled Sampling for Dialogue Generation—0
Bi-level Mean Field: Dynamic Grouping for Large-Scale MARL—0
A Discrete CVAE for Response Generation on Short-Text Conversation—0
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