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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 6351–6400 of 9051 papers

TitleStatusHype
Who are the gatekeepers of economics? Geographic diversity, gender composition, and interlocking editorship of journal boards—0
Neuronal and structural differentiation in the emergence of abstract rules in hierarchically modulated spiking neural networks—0
Paraphrase Generation by Learning How to Edit from Samples—0
Understanding the Role of Functional Diversity in Weight-Ensembling with Ingredient Selection and Multidimensional Scaling—0
Are All Training Examples Created Equal? An Empirical Study—0
Are all outliers alike? On Understanding the Diversity of Outliers for Detecting OODs—0
Parental Guidance: Efficient Lifelong Learning through Evolutionary Distillation—0
Parent Oriented Teacher Selection Causes Language Diversity—0
Understanding the Role of Temperature in Diverse Question Generation by GPT-4—0
PARIKSHA: A Large-Scale Investigation of Human-LLM Evaluator Agreement on Multilingual and Multi-Cultural Data—0
ParlamentParla: A Speech Corpus of Catalan Parliamentary Sessions—0
Understanding the Synergies between Quality-Diversity and Deep Reinforcement Learning—0
Parsimonious Labeling—0
Parsing Occluded People—0
Part Discovery from Partial Correspondence—0
PartFormer: Awakening Latent Diverse Representation from Vision Transformer for Object Re-Identification—0
Partially Randomizing Transformer Weights for Dialogue Response Diversity—0
Partially Recentralization Softmax Loss for Vision-Language Models Robustness—0
Partial Off-Policy Learning: Balance Accuracy and Diversity for Human-Oriented Image Captioning—0
Understanding trade-offs in classifier bias with quality-diversity optimization: an application to talent management—0
Architext: Language-Driven Generative Architecture Design—0
Participatory Budgeting with Donations and Diversity Constraints—0
Participatory Design of AI with Children: Reflections on IDC Design Challenge—0
ARCH-Elites: Quality-Diversity for Urban Design—0
ArchCAD-400K: An Open Large-Scale Architectural CAD Dataset and New Baseline for Panoptic Symbol Spotting—0
PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa—0
Arc2Avatar: Generating Expressive 3D Avatars from a Single Image via ID Guidance—0
Arbitrary Style Guidance for Enhanced Diffusion-Based Text-to-Image Generation—0
PatchFCN for Intracranial Hemorrhage Detection—0
Patch Transformer for Multi-tagging Whole Slide Histopathology Images—0
PatentNet: A Large-Scale Incomplete Multiview, Multimodal, Multilabel Industrial Goods Image Database—0
Path-based Deep Network for Candidate Item Matching in Recommenders—0
Who is Undercover? Guiding LLMs to Explore Multi-Perspective Team Tactic in the Game—0
Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation—0
Pathologies of Predictive Diversity in Deep Ensembles—0
Path Planning for Cellular-Connected UAV: A DRL Solution with Quantum-Inspired Experience Replay—0
PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering—0
Arbitrary-Scale Image Generation and Upsampling using Latent Diffusion Model and Implicit Neural Decoder—0
Path Signatures for Diversity in Probabilistic Trajectory Optimisation—0
Patient Aware Active Learning for Fine-Grained OCT Classification—0
Pattern and Polarization Diversity Multi-Sector Annular Antenna for IoT Applications—0
Pattern-Aware Chain-of-Thought Prompting in Large Language Models—0
Patterning the insect eye: from stochastic to deterministic mechanisms—0
PatternPaint: Practical Layout Pattern Generation Using Diffusion-Based Inpainting—0
AraSAS: The Open Source Arabic Semantic Tagger—0
A Randomized Link Transformer for Diverse Open-Domain Dialogue Generation—0
Understanding Unnatural Questions Improves Reasoning over Text—0
AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMs—0
PDSR: A Privacy-Preserving Diversified Service Recommendation Method on Distributed Data—0
Understand Scene Categories by Objects: A Semantic Regularized Scene Classifier Using Convolutional Neural Networks—0
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