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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 2351–2400 of 9051 papers

TitleStatusHype
Diversity-Driven Exploration Strategy for Deep Reinforcement Learning—0
CMOSE: Comprehensive Multi-Modality Online Student Engagement Dataset with High-Quality Labels—0
Architext: Language-Driven Generative Architecture Design—0
CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models—0
cMLSGA: A Co-Evolutionary Multi-Level Selection Genetic Algorithm for Multi-Objective Optimization—0
A Framework for Ranking Content Providers Using Prompt Engineering and Self-Attention Network—0
Acquisition of Recursive Possessives and Recursive Locatives in Mandarin—0
ClusTR: Exploring Efficient Self-attention via Clustering for Vision Transformers—0
Towards Feature Distribution Alignment and Diversity Enhancement for Data-Free Quantization—0
ARCH-Elites: Quality-Diversity for Urban Design—0
Clustering Future Scenarios Based on Predicted Range Maps—0
Double cycle-consistent generative adversarial network for unsupervised conditional generation—0
ArchCAD-400K: An Open Large-Scale Architectural CAD Dataset and New Baseline for Panoptic Symbol Spotting—0
AFP-CKSAAP: Prediction of Antifreeze Proteins Using Composition of k-Spaced Amino Acid Pairs with Deep Neural Network—0
Diverse Generation while Maintaining Semantic Coordination: A Diffusion-Based Data Augmentation Method for Object Detection—0
Clustering Bioactive Molecules in 3D Chemical Space with Unsupervised Deep Learning—0
Clustering-Based Evolutionary Federated Multiobjective Optimization and Learning—0
Arc2Avatar: Generating Expressive 3D Avatars from a Single Image via ID Guidance—0
Cluster Index Modulation for Reconfigurable Intelligent Surface-Assisted mmWave Massive MIMO—0
Arbitrary Style Guidance for Enhanced Diffusion-Based Text-to-Image Generation—0
A Flexible Recommendation System for Cable TV—0
Cluster-Based Cooperative Digital Over-the-Air Aggregation for Wireless Federated Edge Learning—0
Arbitrary-Scale Image Generation and Upsampling using Latent Diffusion Model and Implicit Neural Decoder—0
Diversity Based Edge Pruning of Neural Networks Using Determinantal Point Processes—0
A Coverage-Guided Testing Framework for Quantum Neural Networks—0
A Flexible Measurement of Diversity in Datasets with Random Network Distillation—0
AAMDM: Accelerated Auto-regressive Motion Diffusion Model—0
Diversity-Based Recruitment in Crowdsensing By Combinatorial Multi-Armed Bandits—0
Diversity Boosted Learning for Domain Generalization with Large Number of Domains—0
Diversity-Driven Generative Dataset Distillation Based on Diffusion Model with Self-Adaptive Memory—0
ClosNets: a Priori Sparse Topologies for Faster DNN Training—0
Closed-Loop Memory GAN for Continual Learning—0
AraSAS: The Open Source Arabic Semantic Tagger—0
Affinity-Preserving Random Walk for Multi-Document Summarization—0
A Randomized Link Transformer for Diverse Open-Domain Dialogue Generation—0
Cross Pseudo Supervision Framework for Sparsely Labelled Geospatial Images—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
Diversity-aware social robots meet people: beyond context-aware embodied AI—0
DiversityGAN: Diversity-Aware Vehicle Motion Prediction via Latent Semantic Sampling—0
CLIP-Nav: Using CLIP for Zero-Shot Vision-and-Language Navigation—0
AR4D: Autoregressive 4D Generation from Monocular Videos—0
CLIP-Gaze: Towards General Gaze Estimation via Visual-Linguistic Model—0
Clinical trial site matching with improved diversity using fair policy learning—0
Affinity maturation for an optimal balance between long-term immune coverage and short-term resource constraints—0
Clinical Evaluation of Medical Image Synthesis: A Case Study in Wireless Capsule Endoscopy—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
Climate land use and other drivers impacts on island ecosystem services: a global review—0
A Quality-Diversity Controllable GAN for Text Generation—0
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