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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 7326–7350 of 9051 papers

TitleStatusHype
Parameterized Compilation Lower Bounds for Restricted CNF-formulas—0
Parameterized Synthetic Image Data Set for Fisheye Lens—0
Paraphrase Generation by Learning How to Edit from Samples—0
Parental Guidance: Efficient Lifelong Learning through Evolutionary Distillation—0
Parent Oriented Teacher Selection Causes Language Diversity—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
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
Participatory Budgeting with Donations and Diversity Constraints—0
Participatory Design of AI with Children: Reflections on IDC Design Challenge—0
PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa—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
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
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