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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 401–450 of 9051 papers

TitleStatusHype
Diversity-Fair Online Selection—0
Parameterized Synthetic Text Generation with SimpleStoriesCode1
Hierarchical protein backbone generation with latent and structure diffusion—0
Hypergraph Vision Transformers: Images are More than Nodes, More than Edges—0
ELSA: A Style Aligned Dataset for Emotionally Intelligent Language Generation—0
How Good Are Large Language Models for Course Recommendation in MOOCs?—0
Datasets for Lane Detection in Autonomous Driving: A Comprehensive Review—0
ChatGPT as Linguistic Equalizer? Quantifying LLM-Driven Lexical Shifts in Academic Writing—0
Vector Quantized-Elites: Unsupervised and Problem-Agnostic Quality-Diversity Optimization—0
Datum-wise Transformer for Synthetic Tabular Data Detection in the Wild—0
DiverseFlow: Sample-Efficient Diverse Mode Coverage in Flows—0
Gradient-based Sample Selection for Faster Bayesian Optimization—0
ID-Booth: Identity-consistent Face Generation with Diffusion ModelsCode1
PinRec: Outcome-Conditioned, Multi-Token Generative Retrieval for Industry-Scale Recommendation Systems—0
More diverse more adaptive: Comprehensive Multi-task Learning for Improved LLM Domain Adaptation in E-commerce—0
MDIT: A Model-free Data Interpolation Method for Diverse Instruction Tuning—0
Diversity-aware Dual-promotion Poisoning Attack on Sequential Recommendation—0
MonoPlace3D: Learning 3D-Aware Object Placement for 3D Monocular Detection—0
On the Dynamics of Mating Preferences in Genetic Programming—0
CamContextI2V: Context-aware Controllable Video GenerationCode1
When Less Is More: A Sparse Facial Motion Structure For Listening Motion Learning—0
KAN-SAM: Kolmogorov-Arnold Network Guided Segment Anything Model for RGB-T Salient Object Detection—0
NoveltyBench: Evaluating Language Models for Humanlike Diversity—0
User Feedback Alignment for LLM-powered Exploration in Large-scale Recommendation Systems—0
CREA: A Collaborative Multi-Agent Framework for Creative Content Generation with Diffusion Models—0
Cooperation guides evolution in a minimal model of biological evolution—0
Two is Better than One: Efficient Ensemble Defense for Robust and Compact Models—0
A Nature-Inspired Colony of Artificial Intelligence System with Fast, Detailed, and Organized Learner Agents for Enhancing Diversity and Quality—0
Advanced Codebook Design for SCMA-aided NTNs With Randomly Distributed UsersCode1
What Large Language Models Do Not Talk About: An Empirical Study of Moderation and Censorship Practices—0
Dimensionality reduction for k-means clustering of large-scale influenza mutation datasets—0
Engineering Artificial Intelligence: Framework, Challenges, and Future Direction—0
BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking—0
MegaMath: Pushing the Limits of Open Math CorporaCode2
CHARMS: A Cognitive Hierarchical Agent for Reasoning and Motion Stylization in Autonomous DrivingCode0
Overcoming Deceptiveness in Fitness Optimization with Unsupervised Quality-DiversityCode0
STAR-1: Safer Alignment of Reasoning LLMs with 1K Data—0
Study of scaling laws in language families—0
OpenCodeReasoning: Advancing Data Distillation for Competitive Coding—0
A Doubly Decoupled Network for edge detectionCode1
Attention in Diffusion Model: A Survey—0
Zero-Shot 4D Lidar Panoptic Segmentation—0
Crossing Boundaries: Leveraging Semantic Divergences to Explore Cultural Novelty in Cooking RecipesCode0
Rubrik's Cube: Testing a New Rubric for Evaluating Explanations on the CUBE dataset—0
Beyond a Single Mode: GAN Ensembles for Diverse Medical Data GenerationCode0
MuseFace: Text-driven Face Editing via Diffusion-based Mask Generation Approach—0
Intrinsically-Motivated Humans and Agents in Open-World ExplorationCode0
Beyond Academic Benchmarks: Critical Analysis and Best Practices for Visual Industrial Anomaly DetectionCode0
VideoGen-Eval: Agent-based System for Video Generation EvaluationCode3
MHTS: Multi-Hop Tree Structure Framework for Generating Difficulty-Controllable QA Datasets for RAG Evaluation—0
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