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 1051–1075 of 9051 papers

TitleStatusHype
SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation—0
Computational models of learning and synaptic plasticity—0
PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks—0
WavFusion: Towards wav2vec 2.0 Multimodal Speech Emotion Recognition—0
7 Tesla multimodal MRI dataset of ex-vivo human brain—0
Diversity Over Quantity: A Lesson From Few Shot Relation Classification—0
Approaches to studying virus pangenome variation graphs—0
Cross-feeding Creates Tipping Points in Microbiome Diversity—0
Prompt Transfer for Dual-Aspect Cross Domain Cognitive DiagnosisCode0
UniMLVG: Unified Framework for Multi-view Long Video Generation with Comprehensive Control Capabilities for Autonomous DrivingCode3
BimArt: A Unified Approach for the Synthesis of 3D Bimanual Interaction with Articulated Objects—0
Neuro-Symbolic Data Generation for Math Reasoning—0
Decomposed Distribution Matching in Dataset CondensationCode0
LMDM:Latent Molecular Diffusion Model For 3D Molecule Generation—0
Exploring Transformer-Based Music Overpainting for Jazz Piano Variations—0
Demonstration Selection for In-Context Learning via Reinforcement Learning—0
GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities—0
RMD: A Simple Baseline for More General Human Motion Generation via Training-free Retrieval-Augmented Motion Diffuse—0
Sometimes I am a Tree: Data Drives Unstable Hierarchical GeneralizationCode0
HyperMARL: Adaptive Hypernetworks for Multi-Agent RLCode1
Information Geometry for Maximum Diversity Distributions—0
Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification—0
Artificial intelligence and the internal processes of creativity—0
Interpreting single-cell and spatial omics data using deep neural network training dynamicsCode1
The Role of Text-to-Image Models in Advanced Style Transfer Applications: A Case Study with DALL-E 3—0
Show:102550
← PrevPage 43 of 363Next →

No leaderboard results yet.