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 8151–8200 of 9051 papers

TitleStatusHype
Probing Simile Knowledge from Pre-trained Language ModelsCode0
MakeupAttack: Feature Space Black-box Backdoor Attack on Face Recognition via Makeup TransferCode0
Diversity with Cooperation: Ensemble Methods for Few-Shot ClassificationCode0
Making Deep Neural Networks Robust to Label Noise: a Loss Correction ApproachCode0
Diversity vs. Recognizability: Human-like generalization in one-shot generative modelsCode0
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the WildCode0
How to Train Neural Networks for Flare RemovalCode0
Go Back in Time: Generating Flashbacks in Stories with Event Temporal PromptsCode0
(Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple PersonasCode0
A mirror-Unet architecture for PET/CT lesion segmentationCode0
GM Score: Incorporating inter-class and intra-class generator diversity, discriminability of disentangled representation, and sample fidelity for evaluating GANsCode0
GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture ModelingCode0
Diversity Transfer Network for Few-Shot LearningCode0
GlyphGAN: Style-Consistent Font Generation Based on Generative Adversarial NetworksCode0
A Measure for Transparent Comparison of Linguistic Diversity in Multilingual NLP Data SetsCode0
Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text GenerationCode0
Diversity patterns and speciation processes in a two-island system with continuous migrationCode0
Diversity Optimization for Travelling Salesman Problem via Deep Reinforcement LearningCode0
Program-Aided Reasoners (better) Know What They KnowCode0
AmCLR: Unified Augmented Learning for Cross-Modal RepresentationsCode0
The Cell Ontology in the age of single-cell omicsCode0
Diversity of emergent dynamics in competitive threshold-linear networksCode0
ComSD: Balancing Behavioral Quality and Diversity in Unsupervised Skill DiscoveryCode0
Computing recommendations via a Knowledge Graph-aware AutoencoderCode0
SISUA: Semi-Supervised Generative Autoencoder for Single Cell DataCode0
Bayesian Optimisation over Multiple Continuous and Categorical InputsCode0
Bayesian identification of bacterial strains from sequencing dataCode0
Global News Synchrony and Diversity During the Start of the COVID-19 PandemicCode0
MapGo: Model-Assisted Policy Optimization for Goal-Oriented TasksCode0
Batched Large-scale Bayesian Optimization in High-dimensional SpacesCode0
A Machine Learning Case Study for AI-empowered echocardiography of Intensive Care Unit Patients in low- and middle-income countriesCode0
Diversity Networks: Neural Network Compression Using Determinantal Point ProcessesCode0
Mapping Hearthstone Deck Spaces through MAP-Elites with Sliding BoundariesCode0
Problematic Tokens: Tokenizer Bias in Large Language ModelsCode0
Mapping the stereotyped behaviour of freely-moving fruit fliesCode0
VideoDG: Generalizing Temporal Relations in Videos to Novel DomainsCode0
MAP-SNN: Mapping Spike Activities with Multiplicity, Adaptability, and Plasticity into Bio-Plausible Spiking Neural NetworksCode0
AlphaDecay: Module-wise Weight Decay for Heavy-Tailed Balancing in LLMsCode0
Computational detection of antigen specific B cell receptors following immunizationCode0
Skeleton-to-Response: Dialogue Generation Guided by Retrieval MemoryCode0
Compressed Heterogeneous Graph for Abstractive Multi-Document SummarizationCode0
MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content CreationCode0
Global Counterfactual DirectionsCode0
GiantHunter: Accurate detection of giant virus in metagenomic data using reinforcement-learning and Monte Carlo tree searchCode0
GFlowNets and variational inferenceCode0
Diversity Measures: Domain-Independent Proxies for Failure in Language Model QueriesCode0
Batch Decorrelation for Active Metric LearningCode0
MaskMoE: Boosting Token-Level Learning via Routing Mask in Mixture-of-ExpertsCode0
GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning AlgorithmsCode0
Projection-wise Disentangling for Fair and Interpretable Representation Learning: Application to 3D Facial Shape AnalysisCode0
Show:102550
← PrevPage 164 of 182Next →

No leaderboard results yet.