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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 251–275 of 9051 papers

TitleStatusHype
Diffusion Probabilistic Models beat GANs on Medical ImagesCode2
SynFlowNet: Design of Diverse and Novel Molecules with Synthesis ConstraintsCode2
DivPrune: Diversity-based Visual Token Pruning for Large Multimodal ModelsCode2
Taming Diffusion Models for Audio-Driven Co-Speech Gesture GenerationCode2
Dual Spoof Disentanglement Generation for Face Anti-spoofing with Depth Uncertainty LearningCode2
DiffusionLight: Light Probes for Free by Painting a Chrome BallCode2
Diffusion Bridge Implicit ModelsCode2
Diffusion Models Beat GANs on Image SynthesisCode2
Dialectal Coverage And Generalization in Arabic Speech RecognitionCode2
Diff-BGM: A Diffusion Model for Video Background Music GenerationCode2
AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image ClassificationCode2
DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image ClassificationCode2
DifFlow3D: Toward Robust Uncertainty-Aware Scene Flow Estimation with Iterative Diffusion-Based RefinementCode2
Diffusion Models for Molecules: A Survey of Methods and TasksCode2
Depth Field Networks for Generalizable Multi-view Scene RepresentationCode2
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AICode2
DiffTF++: 3D-aware Diffusion Transformer for Large-Vocabulary 3D GenerationCode2
DiffuSeq: Sequence to Sequence Text Generation with Diffusion ModelsCode2
DEP-RL: Embodied Exploration for Reinforcement Learning in Overactuated and Musculoskeletal SystemsCode2
Dereflection Any Image with Diffusion Priors and Diversified DataCode2
AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-MakingCode2
A Vector Quantized Approach for Text to Speech Synthesis on Real-World Spontaneous SpeechCode2
DeepPrivacy2: Towards Realistic Full-Body AnonymizationCode2
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative DataCode2
Deep Rectangling for Image Stitching: A Learning BaselineCode2
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