SOTAVerified

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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4701–4750 of 9051 papers

TitleStatusHype
Active Learning for Point Cloud Semantic Segmentation via Spatial-Structural Diversity Reasoning—0
Interactive Image Selection and Training for Brain Tumor Segmentation Network—0
Interactive Mars Image Content-Based Search with Interpretable Machine Learning—0
Towards a computational model of grammaticalization and lexical diversity—0
Interactive Speech and Noise Modeling for Speech Enhancement—0
Active Learning for Object Detection with Non-Redundant Informative Sampling—0
Interference-Limited Ultra-Reliable and Low-Latency Communications: Graph Neural Networks or Stochastic Geometry?—0
InterHandGen: Two-Hand Interaction Generation via Cascaded Reverse Diffusion—0
Interlayer and Intralayer Scale Aggregation for Scale-invariant Crowd Counting—0
Intermittent migration can induce pulses of speciation in a two-island system—0
Internal Feedback in Biological Control: Architectures and Examples—0
Beyond Spatial Pyramid Matching: Space-time Extended Descriptor for Action Recognition—0
Interpretable Classification from Skin Cancer Histology Slides Using Deep Learning: A Retrospective Multicenter Study—0
Interpretable Directed Diversity: Leveraging Model Explanations for Iterative Crowd Ideation—0
Interpretable Distance Metric Learning for Handwritten Chinese Character Recognition—0
Interpretable Diversity Analysis: Visualizing Feature Representations In Low-Cost Ensembles—0
Interpretable Learning Dynamics in Unsupervised Reinforcement Learning—0
Learning Coherent Matrixized Representation in Latent Space for Volumetric 4D Generation—0
Interpretable Visual Question Answering Referring to Outside Knowledge—0
Interpreting Multi-objective Evolutionary Algorithms via Sokoban Level Generation—0
Beyond Size and Class Balance: Alpha as a New Dataset Quality Metric for Deep Learning—0
Interspeech 2025 URGENT Speech Enhancement Challenge—0
Beyond Single-Point Judgment: Distribution Alignment for LLM-as-a-Judge—0
In the Wild Human Pose Estimation Using Explicit 2D Features and Intermediate 3D Representations—0
Intra-Ensemble in Neural Networks—0
Beyond Scale: The Diversity Coefficient as a Data Quality Metric for Variability in Natural Language Data—0
Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving—0
Intrinsic Image Captioning Evaluation—0
Intrinsic meaning, perception, and matching—0
Introducing Coherent MIMO Sensing, a fading-resilient, polarization-independent approach to phase-OTDR—0
Introducing MULAI: A Multimodal Database of Laughter during Dyadic Interactions—0
Introducing SDICE: An Index for Assessing Diversity of Synthetic Medical Datasets—0
Introducing the CLARIN Knowledge Centre for Linguistic Diversity and Language Documentation—0
Introducing the diagrammatic semiotic mode—0
Introduction of a novel word embedding approach based on technology labels extracted from patent data—0
Introduction to the Artificial Intelligence that can be applied to the Network Automation Journey—0
Intuition-aware Mixture-of-Rank-1-Experts for Parameter Efficient Finetuning—0
Beyond Relevance: An Adaptive Exploration-Based Framework for Personalized Recommendations—0
Invasion and Interaction Determine Population Composition in an Open Evolving System—0
Beyond Recommender: An Exploratory Study of the Effects of Different AI Roles in AI-Assisted Decision Making—0
Beyond Optimizing for Clicks: Incorporating Editorial Values in News Recommendation—0
Inverse problems with experiment-guided AlphaFold—0
Graph Inverse Reinforcement Learning from Diverse Videos—0
Inverse Relationship Between Molecular Diversity And Resource Abundances—0
Investigating a Benchmark for Training-set free Evaluation of Linguistic Capabilities in Machine Reading Comprehension—0
Investigating Bias in Deep Face Analysis: The KANFace Dataset and Empirical Study—0
Towards Afrocentric NLP for African Languages: Where We Are and Where We Can Go—0
Towards A Generalist Code Embedding Model Based On Massive Data Synthesis—0
Investigating Shifts in GAN Output-Distributions—0
Investigating the effects Diversity Mechanisms have on Evolutionary Algorithms in Dynamic Environments—0
Show:102550
← PrevPage 95 of 182Next →

No leaderboard results yet.