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 1801–1850 of 9051 papers

TitleStatusHype
An Inclusive Foundation Model for Generalizable Cytogenetics in Precision Oncology—0
GS2E: Gaussian Splatting is an Effective Data Generator for Event Stream Generation—0
A Distributed Local Energy Market Clearing Framework Using a Two-Loop ADMM Method—0
Ensembling Sparse Autoencoders—0
Loss-Guided Auxiliary Agents for Overcoming Mode Collapse in GFlowNets—0
KO: Kinetics-inspired Neural Optimizer with PDE Simulation Approaches—0
Algorithmic Hiring and Diversity: Reducing Human-Algorithm Similarity for Better Outcomes—0
Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models—0
The Achilles Heel of AI: Fundamentals of Risk-Aware Training Data for High-Consequence Models—0
CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring—0
ReactDiff: Latent Diffusion for Facial Reaction GenerationCode0
Success is in the Details: Evaluate and Enhance Details Sensitivity of Code LLMs through CounterfactualsCode0
Creative Preference Optimization—0
Few-Step Diffusion via Score identity Distillation—0
Sat2Sound: A Unified Framework for Zero-Shot Soundscape Mapping—0
Active Learning on Synthons for Molecular Design—0
Towards A Generalist Code Embedding Model Based On Massive Data Synthesis—0
The Effect of Language Diversity When Fine-Tuning Large Language Models for Translation—0
GeoRanker: Distance-Aware Ranking for Worldwide Image Geolocalization—0
SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs—0
Attention-Enhanced U-Net for Accurate Segmentation of COVID-19 Infected Lung Regions in CT Scans—0
Exploring Sparsity for Parameter Efficient Fine Tuning Using WaveletsCode0
EvoGPT: Enhancing Test Suite Robustness via LLM-Based Generation and Genetic Optimization—0
EuLearn: A 3D database for learning Euler characteristicsCode0
UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models—0
Wisdom from Diversity: Bias Mitigation Through Hybrid Human-LLM Crowds—0
Beyond Single-Point Judgment: Distribution Alignment for LLM-as-a-Judge—0
Guiding Diffusion with Deep Geometric Moments: Balancing Fidelity and Variation—0
WaLRUS: Wavelets for Long-range Representation Using SSMs—0
EarthSynth: Generating Informative Earth Observation with Diffusion Models—0
SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation—0
GenZSL: Generative Zero-Shot Learning Via Inductive Variational AutoencoderCode0
HelpSteer3-Preference: Open Human-Annotated Preference Data across Diverse Tasks and Languages—0
From Intent Discovery to Recognition with Topic Modeling and Synthetic Data—0
Review-Instruct: A Review-Driven Multi-Turn Conversations Generation Method for Large Language ModelsCode0
Spectral Policy Optimization: Coloring your Incorrect Reasoning in GRPO—0
EcoSafeRAG: Efficient Security through Context Analysis in Retrieval-Augmented Generation—0
LoFT: LoRA-fused Training Dataset Generation with Few-shot GuidanceCode0
Robust Federated Learning on Edge Devices with Domain Heterogeneity—0
Evaluations at Work: Measuring the Capabilities of GenAI in Use—0
Choices or constraints: decoding financial empowerment among women entrepreneurs in France—0
Angle diversity receiver as a key enabler for reliable ORIS-based Visible Light Communication—0
UniEval: Unified Holistic Evaluation for Unified Multimodal Understanding and Generation—0
A Comprehensive Analysis of Large Language Model Outputs: Similarity, Diversity, and Bias—0
MrTrack: Register Mamba for Needle Tracking with Rapid Reciprocating Motion during Ultrasound-Guided Aspiration Biopsy—0
Closed-Form Information Capacity of Canonical Signaling ModelsCode0
A Practical Introduction to Deep Reinforcement Learning—0
STORYANCHORS: Generating Consistent Multi-Scene Story Frames for Long-Form Narratives—0
SaFARi: State-Space Models for Frame-Agnostic Representation—0
Building-Block Aware Generative Modeling for 3D Crystals of Metal Organic Frameworks—0
Show:102550
← PrevPage 37 of 182Next →

No leaderboard results yet.