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 3701–3750 of 9051 papers

TitleStatusHype
A Taxonomy of Adaptive Traffic Signal Control—0
Path Shadowing Monte-CarloCode1
TSMD: A Database for Static Color Mesh Quality Assessment Study—0
Are Easy Data Easy (for K-Means)—0
Feature-aware conditional GAN for category text generation—0
A Novel Cross-Perturbation for Single Domain Generalization—0
ADS-Cap: A Framework for Accurate and Diverse Stylized Captioning with Unpaired Stylistic CorporaCode0
Wasserstein Diversity-Enriched Regularizer for Hierarchical Reinforcement Learning—0
Phase Diverse Phase Retrieval for Microscopy: Comparison of Gaussian and Poisson ApproachesCode0
Ada-DQA: Adaptive Diverse Quality-aware Feature Acquisition for Video Quality Assessment—0
FLatten Transformer: Vision Transformer using Focused Linear AttentionCode2
The Algonauts Project 2023 Challenge: UARK-UAlbany Team SolutionCode0
Dynamic ensemble selection based on Deep Neural Network Uncertainty Estimation for Adversarial Robustness—0
BiERL: A Meta Evolutionary Reinforcement Learning Framework via Bilevel OptimizationCode0
Human-M3: A Multi-view Multi-modal Dataset for 3D Human Pose Estimation in Outdoor ScenesCode1
Deep Image Harmonization with Learnable AugmentationCode1
Active Learning in Genetic Programming: Guiding Efficient Data Collection for Symbolic RegressionCode0
Identification of Driving Heterogeneity using Action-chains—0
METTS: Multilingual Emotional Text-to-Speech by Cross-speaker and Cross-lingual Emotion Transfer—0
MUSE: Multi-View Contrastive Learning for Heterophilic Graphs—0
Exploring Format Consistency for Instruction TuningCode0
Is One Epoch All You Need For Multi-Fidelity Hyperparameter Optimization?Code0
Multilingual Lexical Simplification via Paraphrase GenerationCode0
Reconciling the accuracy-diversity trade-off in recommendations—0
Self-Supervised Visual Acoustic Matching—0
EqGAN: Feature Equalization Fusion for Few-shot Image Generation—0
PointOdyssey: A Large-Scale Synthetic Dataset for Long-Term Point TrackingCode2
Data Augmentation for Neural Machine Translation using Generative Language Model—0
Retinotopy Inspired Brain Encoding Model and the All-for-One Training Recipe—0
Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower ExtremitiesCode0
RPG-Palm: Realistic Pseudo-data Generation for Palmprint Recognition—0
Variability in the local and global composition of human T-cell receptor repertoires during thymic development across cell types and individualsCode0
Gaussian Graph with Prototypical Contrastive Learning in E-Commerce Bundle Recommendation—0
Diversity and Language Technology: How Techno-Linguistic Bias Can Cause Epistemic Injustice—0
Towards Bridging the Digital Language Divide—0
Improved Solution Search Performance of Constrained MOEA/D Hybridizing Directional Mating and Local Mating—0
On the Connection between Pre-training Data Diversity and Fine-tuning Robustness—0
Assessing Intra-class Diversity and Quality of Synthetically Generated Images in a Biomedical and Non-biomedical Setting—0
Implementing Smart Contracts: The case of NFT-rental with pay-per-likeCode0
Improving Out-of-Distribution Robustness of Classifiers via Generative Interpolation—0
Accurate RSS-Based Localization Using an Opposition-Based Learning Simulated Annealing Algorithm—0
Alleviating the Long-Tail Problem in Conversational Recommender SystemsCode0
OxfordTVG-HIC: Can Machine Make Humorous Captions from Images?—0
Offline Diversity Maximization Under Imitation Constraints—0
LatentAugment: Data Augmentation via Guided Manipulation of GAN's Latent SpaceCode1
Contributions of El Niño Southern Oscillation (ENSO) Diversity to Low-Frequency Changes in ENSO VarianceCode0
Diffusion Models for Probabilistic Deconvolution of Galaxy ImagesCode0
Challenges and Solutions in AI for All—0
Kick Back & Relax: Learning to Reconstruct the World by Watching SlowTVCode1
Can Instruction Fine-Tuned Language Models Identify Social Bias through Prompting?—0
Show:102550
← PrevPage 75 of 182Next →

No leaderboard results yet.