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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
UniGarmentManip: A Unified Framework for Category-Level Garment Manipulation via Dense Visual Correspondence—0
TAI++: Text as Image for Multi-Label Image Classification by Co-Learning Transferable PromptCode1
The Ghanaian NLP Landscape: A First Look—0
Fine-tuning Protein Language Models with Deep Mutational Scanning improves Variant Effect Prediction—0
BLIP: Facilitating the Exploration of Undesirable Consequences of Digital Technologies—0
Whole Genome Transformer for Gene Interaction Effects in Microbiome Habitat Specificity—0
VM-DDPM: Vision Mamba Diffusion for Medical Image Synthesis—0
A Survey on Backbones for Deep Video Action Recognition—0
Shifting the ISAC Trade-Off with Fluid Antenna Systems—0
Deep Learning Models for Atypical Serotonergic Cells RecognitionCode0
Pedestrian Attribute Recognition as Label-balanced Multi-label LearningCode1
CourseGPT-zh: an Educational Large Language Model Based on Knowledge Distillation Incorporating Prompt Optimization—0
AFEN: Respiratory Disease Classification using Ensemble Learning—0
Topological conditions drive stability in meta-ecosystems—0
Kreyòl-MT: Building MT for Latin American, Caribbean and Colonial African Creole LanguagesCode0
BenthicNet: A global compilation of seafloor images for deep learning applicationsCode1
FRACTAL: An Ultra-Large-Scale Aerial Lidar Dataset for 3D Semantic Segmentation of Diverse LandscapesCode3
Towards Geographic Inclusion in the Evaluation of Text-to-Image ModelsCode1
Navigating Chemical Space with Latent FlowsCode1
Quality with Just Enough Diversity in Evolutionary Policy Search—0
Behaviour Planning: A Toolkit for Diverse Planning—0
The Curse of Diversity in Ensemble-Based ExplorationCode0
MoDiPO: text-to-motion alignment via AI-feedback-driven Direct Preference Optimization—0
Guylingo: The Republic of Guyana Creole CorporaCode0
Persona Inconstancy in Multi-Agent LLM Collaboration: Conformity, Confabulation, and ImpersonationCode0
Knowledge-aware Text-Image Retrieval for Remote Sensing Images—0
The Role of Predictive Uncertainty and Diversity in Embodied AI and Robot Learning—0
Kinematic analysis of structural mechanics based on convolutional neural networkCode0
Sentiment Analysis Across Languages: Evaluation Before and After Machine Translation to EnglishCode0
Enhancing Vision-Language Models Generalization via Diversity-Driven Novel Feature Synthesis—0
Combining X-Vectors and Bayesian Batch Active Learning: Two-Stage Active Learning Pipeline for Speech Recognition—0
Quality-Weighted Vendi Scores And Their Application To Diverse Experimental DesignCode0
How to Diversify any Personalized Recommender? A User-centric Pre-processing approach—0
Diversity of What? On the Different Conceptualizations of Diversity in Recommender Systems—0
Real Risks of Fake Data: Synthetic Data, Diversity-Washing and Consent Circumvention—0
Argumentative Large Language Models for Explainable and Contestable Claim VerificationCode1
Multi-Objective Recommendation via Multivariate Policy LearningCode0
Inherent Trade-Offs between Diversity and Stability in Multi-Task BenchmarksCode1
Exploring the Capabilities of Large Language Models for Generating Diverse Design SolutionsCode0
Layers of technology in pluriversal design. Decolonising language technology with the LiveLanguage initiative—0
Multi-Space Alignments Towards Universal LiDAR SegmentationCode2
SynFlowNet: Design of Diverse and Novel Molecules with Synthesis ConstraintsCode2
Towards Inclusive Face Recognition Through Synthetic Ethnicity Alteration—0
Are We Really Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation?—0
Benchmarking Representations for Speech, Music, and Acoustic EventsCode2
Generative manufacturing systems using diffusion models and ChatGPT—0
Multi-task Learning-based Joint CSI Prediction and Predictive Transmitter Selection for Security—0
Predictive Accuracy-Based Active Learning for Medical Image SegmentationCode0
Global News Synchrony and Diversity During the Start of the COVID-19 PandemicCode0
KVP10k : A Comprehensive Dataset for Key-Value Pair Extraction in Business DocumentsCode1
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