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 5701–5750 of 9051 papers

TitleStatusHype
Theoretical Insights for Diffusion Guidance: A Case Study for Gaussian Mixture Models—0
The Paradox of Stochasticity: Limited Creativity and Computational Decoupling in Temperature-Varied LLM Outputs of Structured Fictional Data—0
The Past as a Stochastic Process—0
The placement of the head that maximizes predictability. An information theoretic approach—0
The Price of Diversity—0
The Price of Quota-based Diversity in Assignment Problems—0
The Promise of Cross-Species Coexpression Analysis in Studying the Coevolution and Ecology of Host-Symbiont Interactions—0
The Prompt Alchemist: Automated LLM-Tailored Prompt Optimization for Test Case Generation—0
The PV-ALE Dataset: Enhancing Apple Leaf Disease Classification Through Transfer Learning with Convolutional Neural Networks—0
The Quality-Diversity Transformer: Generating Behavior-Conditioned Trajectories with Decision Transformers—0
There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning—0
The Risk of Federated Learning to Skew Fine-Tuning Features and Underperform Out-of-Distribution Robustness—0
Thermodynamic competition between membrane protein oligomeric states—0
Thermodynamic constraints on the assembly and diversity of microbial ecosystems are different near to and far from equilibrium—0
Thermodynamic limit in learning period three—0
The Robustness Limits of SoTA Vision Models to Natural Variation—0
The role of attraction-repulsion dynamics in simulating the emergence of inflectional class systems—0
The Role of Bias in News Recommendation in the Perception of the Covid-19 Pandemic—0
The Role of Diverse Replay for Generalisation in Reinforcement Learning—0
The Role of Diversity in In-Context Learning for Large Language Models—0
The Role of Domain Randomization in Training Diffusion Policies for Whole-Body Humanoid Control—0
The role of inhibitory neuronal variability in modulating phase diversity between coupled networks—0
The Role of Local Intrinsic Dimensionality in Benchmarking Nearest Neighbor Search—0
The Role of Predictive Uncertainty and Diversity in Embodied AI and Robot Learning—0
The Role of Text-to-Image Models in Advanced Style Transfer Applications: A Case Study with DALL-E 3—0
The Romanian Corpus Annotated with Verbal Multiword Expressions—0
The Second Monocular Depth Estimation Challenge—0
The Semantic Brand Score—0
The Shape Part Slot Machine: Contact-based Reasoning for Generating 3D Shapes from Parts—0
The Silent Curriculum: How Does LLM Monoculture Shape Educational Content and Its Accessibility?—0
Thesis proposal: Are We Losing Textual Diversity to Natural Language Processing?—0
The Solution for Language-Enhanced Image New Category Discovery—0
The #Somos600M Project: Generating NLP resources that represent the diversity of the languages from LATAM, the Caribbean, and Spain—0
The Stable Entropy Hypothesis and Entropy-Aware Decoding: An Analysis and Algorithm for Robust Natural Language Generation—0
The State of Multilingual LLM Safety Research: From Measuring the Language Gap to Mitigating It—0
The statistical Minkowski distances: Closed-form formula for Gaussian Mixture Models—0
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation—0
The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning—0
Survey of Trustworthy AI: A Meta Decision of AI—0
The Synergy of Automated Pipelines with Prompt Engineering and Generative AI in Web Crawling—0
The Tower of Babel Meets Web 2.0: User-Generated Content and its Applications in a Multilingual Context—0
The unpaved road towards efficient selective breeding in insects for food and feed—0
The use of Ethnomedicinal plants in Indigenous Health Care Practice of the Hajong Tribe community in Durgapur, Bangladesh—0
Non-linearity identification for construction workers' personality-safety behaviour predictive relationship using neural network and linear regression modelling—0
The Vendiscope: An Algorithmic Microscope For Data Collections—0
The Weltmodell: A Data-Driven Commonsense Knowledge Base—0
The YOLO model that still excels in document layout analysis—0
THINK: A Novel Conversation Model for Generating Grammatically Correct and Coherent Responses—0
Thinking Outside the (Gray) Box: A Context-Based Score for Assessing Value and Originality in Neural Text Generation—0
This Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation—0
Show:102550
← PrevPage 115 of 182Next →

No leaderboard results yet.