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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 226–250 of 9051 papers

TitleStatusHype
Person Image Synthesis via Denoising Diffusion ModelCode2
Test-time Alignment of Diffusion Models without Reward Over-optimizationCode2
Can Go AIs be adversarially robust?Code2
DiffusionPen: Towards Controlling the Style of Handwritten Text GenerationCode2
Pretraining a Neural Network before Knowing Its ArchitectureCode2
CDFormer: When Degradation Prediction Embraces Diffusion Model for Blind Image Super-ResolutionCode2
AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-MakingCode2
CDFormer:When Degradation Prediction Embraces Diffusion Model for Blind Image Super-ResolutionCode2
ProtComposer: Compositional Protein Structure Generation with 3D EllipsoidsCode2
DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-TrainingCode2
Diff-BGM: A Diffusion Model for Video Background Music GenerationCode2
AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based PoliciesCode2
ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot CoordinationCode2
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AICode2
DifFlow3D: Toward Robust Uncertainty-Aware Scene Flow Estimation with Iterative Diffusion-Based RefinementCode2
DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image ClassificationCode2
AD-AGENT: A Multi-agent Framework for End-to-end Anomaly DetectionCode2
CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language ModelsCode2
Dialectal Coverage And Generalization in Arabic Speech RecognitionCode2
DiffTF++: 3D-aware Diffusion Transformer for Large-Vocabulary 3D GenerationCode2
Classifier-Free Diffusion GuidanceCode2
Depth Field Networks for Generalizable Multi-view Scene RepresentationCode2
Dereflection Any Image with Diffusion Priors and Diversified DataCode2
Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality EstimationCode2
A Generalizable Anomaly Detection Method in Dynamic GraphsCode2
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