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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 2576–2600 of 9051 papers

TitleStatusHype
Disentangling Racial Phenotypes: Fine-Grained Control of Race-related Facial Phenotype Characteristics—0
Instruction-based Hypergraph Pretraining—0
Enhance Image Classification via Inter-Class Image Mixup with Diffusion ModelCode1
GANTASTIC: GAN-based Transfer of Interpretable Directions for Disentangled Image Editing in Text-to-Image Diffusion Models—0
Echo-chambers and Idea Labs: Communication Styles on Twitter—0
Uncertainty-Aware Deep Video Compression with Ensembles—0
SubjectDrive: Scaling Generative Data in Autonomous Driving via Subject Control—0
Towards Multimodal Video Paragraph Captioning Models Robust to Missing ModalityCode0
PLOT-TAL -- Prompt Learning with Optimal Transport for Few-Shot Temporal Action Localization—0
Language Plays a Pivotal Role in the Object-Attribute Compositional Generalization of CLIP—0
SteinGen: Generating Fidelitous and Diverse Graph SamplesCode0
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object InteractionsCode1
Since the Scientific Literature Is Multilingual, Our Models Should Be Too—0
BlendX: Complex Multi-Intent Detection with Blended PatternsCode1
Don't Look into the Dark: Latent Codes for Pluralistic Image Inpainting—0
Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users—0
ChatGPT Role-play Dataset: Analysis of User Motives and Model Naturalness—0
CT Synthesis with Conditional Diffusion Models for Abdominal Lymph Node Segmentation—0
MA4DIV: Multi-Agent Reinforcement Learning for Search Result Diversification—0
TWOLAR: a TWO-step LLM-Augmented distillation method for passage RerankingCode0
Practical Applications of Advanced Cloud Services and Generative AI Systems in Medical Image Analysis—0
AniPortrait: Audio-Driven Synthesis of Photorealistic Portrait AnimationCode9
Solution for Emotion Prediction Competition of Workshop on Emotionally and Culturally Intelligent AI—0
InterHandGen: Two-Hand Interaction Generation via Cascaded Reverse Diffusion—0
Multi-Objective Quality-Diversity for Crystal Structure PredictionCode0
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