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 3851–3900 of 9051 papers

TitleStatusHype
Fundamentals of Task-Agnostic Data Valuation—0
FurniScene: A Large-scale 3D Room Dataset with Intricate Furnishing Scenes—0
Offline Diversity Maximization Under Imitation Constraints—0
Fuzzy adaptive teaching learning-based optimization strategy for the problem of generating mixed strength t-way test suites—0
A COLD Approach to Generating Optimal Samples—0
Creating a Basic Language Resource Kit for Faroese—0
GAdaBoost: An Efficient and Robust AdaBoost Algorithm Based on Granular-Ball Structure—0
GAIA: Zero-shot Talking Avatar Generation—0
GaitGCI: Generative Counterfactual Intervention for Gait Recognition—0
GaitMPL: Gait Recognition with Memory-Augmented Progressive Learning—0
Galaxy Image Simulation Using Progressive GANs—0
GroupCap: Group-Based Image Captioning With Structured Relevance and Diversity Constraints—0
GTM: A Generative Triple-Wise Model for Conversational Question Generation—0
Diverse, not Short: A Length-Controlled Self-Learning Framework for Improving Response Diversity of Language Models—0
NashFormer: Leveraging Local Nash Equilibria for Semantically Diverse Trajectory Prediction—0
GameVibe: A Multimodal Affective Game Corpus—0
Gamification Platform for Collecting Task-oriented Dialogue Data—0
GAMMT: Generative Ambiguity Modeling Using Multiple Transformers—0
GAN based ball screw drive picture database enlargement for failure classification—0
Diverse Neural Network Learns True Target Functions—0
Boosting Dialog Response Generation—0
DiverseNet: Decision Diversified Semi-supervised Semantic Segmentation Networks for Remote Sensing Imagery—0
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion—0
GANStrument: Adversarial Instrument Sound Synthesis with Pitch-invariant Instance Conditioning—0
GANs with Variational Entropy Regularizers: Applications in Mitigating the Mode-Collapse Issue—0
GANTASTIC: GAN-based Transfer of Interpretable Directions for Disentangled Image Editing in Text-to-Image Diffusion Models—0
GANtruth - an unpaired image-to-image translation method for driving scenarios—0
GANzilla: User-Driven Direction Discovery in Generative Adversarial Networks—0
Adjoint Matching: Fine-tuning Flow and Diffusion Generative Models with Memoryless Stochastic Optimal Control—0
Diverse mini-batch Active Learning—0
Garment Design with Generative Adversarial Networks—0
Gaussian Affinity for Max-Margin Class Imbalanced Learning—0
Diverse Melody Generation from Chinese Lyrics via Mutual Information Maximization—0
Gaussian Graphical Models as an Ensemble Method for Distributed Gaussian Processes—0
BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking—0
Gaussian Mixture Generative Adversarial Networks for Diverse Datasets, and the Unsupervised Clustering of Images—0
Diverse Machine Translation with a Single Multinomial Latent Variable—0
Gaussian Smoothen Semantic Features (GSSF) -- Exploring the Linguistic Aspects of Visual Captioning in Indian Languages (Bengali) Using MSCOCO Framework—0
Gaussian Splatting Decoder for 3D-aware Generative Adversarial Networks—0
GBSS:a global building semantic segmentation dataset for large-scale remote sensing building extraction—0
Boom-bust population dynamics can increase diversity in evolving competitive communities—0
An Explainable Deep Learning Framework for Brain Stroke and Tumor Progression via MRI Interpretation—0
gDNA: Towards Generative Detailed Neural Avatars—0
GDPO: Learning to Directly Align Language Models with Diversity Using GFlowNets—0
GRIMGEP: Learning Progress for Robust Goal Sampling in Visual Deep Reinforcement Learning—0
Diverse Lottery Tickets Boost Ensemble from a Single Pretrained Model—0
Diverse legal case search—0
BonnBot-I Plus: A Bio-diversity Aware Precise Weed Management Robotic Platform—0
AugDiff: Diffusion based Feature Augmentation for Multiple Instance Learning in Whole Slide Image—0
Diverse Large-Scale ITS Dataset Created from Continuous Learning for Real-Time Vehicle Detection—0
Show:102550
← PrevPage 78 of 182Next →

No leaderboard results yet.