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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 3251–3275 of 9051 papers

TitleStatusHype
RIS-Assisted High Resolution Radar Sensing—0
CIC-BART-SSA: Controllable Image Captioning with Structured Semantic AugmentationCode0
CCVA-FL: Cross-Client Variations Adaptive Federated Learning for Medical Imaging—0
Repurformer: Transformers for Repurposing-Aware Molecule Generation—0
Better RAG using Relevant Information GainCode0
AU-vMAE: Knowledge-Guide Action Units Detection via Video Masked Autoencoder—0
Data-Juicer Sandbox: A Comprehensive Suite for Multimodal Data-Model Co-development—0
Omni-Dimensional Frequency Learner for General Time Series Analysis—0
Don't Throw Away Data: Better Sequence Knowledge Distillation—0
Domain Generalization for 6D Pose Estimation Through NeRF-based Image Synthesis—0
Towards Enhanced Classification of Abnormal Lung sound in Multi-breath: A Light Weight Multi-label and Multi-head Attention Classification Method—0
Research Experience of an Undergraduate Student in Computer Vision and Robotics—0
MaskMoE: Boosting Token-Level Learning via Routing Mask in Mixture-of-ExpertsCode0
Cohesive Conversations: Enhancing Authenticity in Multi-Agent Simulated Dialogues—0
Popular News Always Compete for the User's Attention! POPK: Mitigating Popularity Bias via a Temporal-Counterfactual—0
Graph Transformers: A Survey—0
Layout-and-Retouch: A Dual-stage Framework for Improving Diversity in Personalized Image Generation—0
HUP-3D: A 3D multi-view synthetic dataset for assisted-egocentric hand-ultrasound pose estimation—0
UserBoost: Generating User-specific Synthetic Data for Faster Enrolment into Behavioural Biometric Systems—0
Segmenting Medical Images with Limited DataCode0
Local Optima in Diversity Optimization: Non-trivial Offspring Population is Essential—0
PersonificationNet: Making customized subject act like a person—0
How Chinese are Chinese Language Models? The Puzzling Lack of Language Policy in China's LLMs—0
Controlling the Fidelity and Diversity of Deep Generative Models via Pseudo Density—0
Estimation of Distribution Algorithms with Matrix Transpose in Bayesian Learning—0
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