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 2201–2250 of 9051 papers

TitleStatusHype
The Vendiscope: An Algorithmic Microscope For Data Collections—0
To Bin or not to Bin: Alternative Representations of Mass Spectra—0
FuncGenFoil: Airfoil Generation and Editing Model in Function SpaceCode0
VarGes: Improving Variation in Co-Speech 3D Gesture Generation via StyleCLIPSCode0
Is Depth All You Need? An Exploration of Iterative Reasoning in LLMsCode0
Enhancing Age-Related Robustness in Children Speaker Verification—0
Direct Preference Optimization-Enhanced Multi-Guided Diffusion Model for Traffic Scenario Generation—0
Expert-Agnostic Learning to Defer—0
Communication is All You Need: Persuasion Dataset Construction via Multi-LLM Communication—0
Inverse problems with experiment-guided AlphaFold—0
When and How Does CLIP Enable Domain and Compositional Generalization?—0
Diversity Enhances an LLM's Performance in RAG and Long-context Task—0
Matina: A Large-Scale 73B Token Persian Text Corpus—0
GenIAS: Generator for Instantiating Anomalies in time Series—0
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary EvaluationCode0
The Paradox of Stochasticity: Limited Creativity and Computational Decoupling in Temperature-Varied LLM Outputs of Structured Fictional Data—0
On properties driving diversity index selection—0
We Can't Understand AI Using our Existing Vocabulary—0
Unsupervised Translation of Emergent Communication—0
Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms—0
RenderBox: Expressive Performance Rendering with Text Control—0
Bridging the Evaluation Gap: Leveraging Large Language Models for Topic Model EvaluationCode0
Scaling Pre-training to One Hundred Billion Data for Vision Language Models—0
exHarmony: Authorship and Citations for Benchmarking the Reviewer Assignment ProblemCode0
Scalable and Ethical Insider Threat Detection through Data Synthesis and Analysis by LLMs—0
TANGLED: Generating 3D Hair Strands from Images with Arbitrary Styles and Viewpoints—0
Extract-QD Framework: A Generic Approach for Quality-Diversity in Noisy, Stochastic or Uncertain Domains—0
Many-Task Federated Fine-Tuning via Unified Task Vectors—0
Select before Act: Spatially Decoupled Action Repetition for Continuous Control—0
Pencils to Pixels: A Systematic Study of Creative Drawings across Children, Adults and AICode0
Universal point spread function engineering for 3D optical information processing—0
Fact-or-Fair: A Checklist for Behavioral Testing of AI Models on Fairness-Related QueriesCode0
A Tutorial On Intersectionality in Fair Rankings—0
Leveraging Hypernetworks and Learnable Kernels for Consumer Energy Forecasting Across Diverse Consumer Types—0
Seasonal Station-Keeping of Short Duration High Altitude Balloons using Deep Reinforcement Learning—0
ELITE: Enhanced Language-Image Toxicity Evaluation for Safety—0
Hummingbird: High Fidelity Image Generation via Multimodal Context Alignment—0
Affine Frequency Division Multiplexing: Extending OFDM for Scenario-Flexibility and Resilience—0
CCS: Controllable and Constrained Sampling with Diffusion Models via Initial Noise Perturbation—0
Leveraging Pre-Trained Models for Multimodal Class-Incremental Learning under Adaptive Fusion—0
SeDi-Instruct: Enhancing Alignment of Language Models through Self-Directed Instruction Generation—0
PoI: Pixel of Interest for Novel View Synthesis Assisted Scene Coordinate Regression—0
Leveraging band diversity for feature selection in EO data—0
Augmented Conditioning Is Enough For Effective Training Image Generation—0
UniForm: A Unified Multi-Task Diffusion Transformer for Audio-Video Generation—0
DiTAR: Diffusion Transformer Autoregressive Modeling for Speech Generation—0
When One LLM Drools, Multi-LLM Collaboration Rules—0
TriNER: A Series of Named Entity Recognition Models For Hindi, Bengali & Marathi—0
Pre-Optimized Irregular Arrays versus Moveable Antennas in Multi-User MIMO Systems—0
Single-Domain Generalized Object Detection by Balancing Domain Diversity and Invariance—0
Show:102550
← PrevPage 45 of 182Next →

No leaderboard results yet.