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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 126–150 of 9051 papers

TitleStatusHype
Instant3D: Fast Text-to-3D with Sparse-View Generation and Large Reconstruction ModelCode2
Anomaly Detection via Reverse Distillation from One-Class EmbeddingCode2
EasyPortrait -- Face Parsing and Portrait Segmentation DatasetCode2
EcomGPT: Instruction-tuning Large Language Models with Chain-of-Task Tasks for E-commerceCode2
DualAnoDiff: Dual-Interrelated Diffusion Model for Few-Shot Anomaly Image GenerationCode2
DreamMix: Decoupling Object Attributes for Enhanced Editability in Customized Image InpaintingCode2
Dual Spoof Disentanglement Generation for Face Anti-spoofing with Depth Uncertainty LearningCode2
EDGE: Editable Dance Generation From MusicCode2
Diverse Preference OptimizationCode2
DivPrune: Diversity-based Visual Token Pruning for Large Multimodal ModelsCode2
gRNAde: Geometric Deep Learning for 3D RNA inverse designCode2
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative DataCode2
DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-TrainingCode2
Effective Data Augmentation With Diffusion ModelsCode2
Diffusion Models Beat GANs on Image SynthesisCode2
DiffusionLight: Light Probes for Free by Painting a Chrome BallCode2
Diffusion Models for Molecules: A Survey of Methods and TasksCode2
DiffusionPen: Towards Controlling the Style of Handwritten Text GenerationCode2
AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-MakingCode2
DiffTF++: 3D-aware Diffusion Transformer for Large-Vocabulary 3D GenerationCode2
DiffuSeq: Sequence to Sequence Text Generation with Diffusion ModelsCode2
DifFlow3D: Toward Robust Uncertainty-Aware Scene Flow Estimation with Iterative Diffusion-Based RefinementCode2
Diffusion Bridge Implicit ModelsCode2
Diffusion Probabilistic Models beat GANs on Medical ImagesCode2
3DGen: Triplane Latent Diffusion for Textured Mesh GenerationCode2
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