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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
Palette: Image-to-Image Diffusion ModelsCode2
Conditional GANs with Auxiliary Discriminative ClassifierCode2
Person Image Synthesis via Denoising Diffusion ModelCode2
DiffusionLight: Light Probes for Free by Painting a Chrome BallCode2
PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about ChangeCode2
DiffusionPen: Towards Controlling the Style of Handwritten Text GenerationCode2
DualAnoDiff: Dual-Interrelated Diffusion Model for Few-Shot Anomaly Image GenerationCode2
CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding TasksCode2
Enhancing Sample Efficiency and Exploration in Reinforcement Learning through the Integration of Diffusion Models and Proximal Policy OptimizationCode2
Classifier-Free Diffusion GuidanceCode2
Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for Large Language ModelsCode2
AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based PoliciesCode2
DifFlow3D: Toward Robust Uncertainty-Aware Scene Flow Estimation with Iterative Diffusion-Based RefinementCode2
Diff-BGM: A Diffusion Model for Video Background Music GenerationCode2
DiffTF++: 3D-aware Diffusion Transformer for Large-Vocabulary 3D GenerationCode2
Dialectal Coverage And Generalization in Arabic Speech RecognitionCode2
AD-AGENT: A Multi-agent Framework for End-to-end Anomaly DetectionCode2
Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality EstimationCode2
Retrieval-Augmented Score Distillation for Text-to-3D GenerationCode2
ASpanFormer: Detector-Free Image Matching with Adaptive Span TransformerCode2
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AICode2
DiffuSeq: Sequence to Sequence Text Generation with Diffusion ModelsCode2
DeTPP: Leveraging Object Detection for Robust Long-Horizon Event PredictionCode2
SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian LanguagesCode2
Depth Field Networks for Generalizable Multi-view Scene RepresentationCode2
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