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 3001–3050 of 9051 papers

TitleStatusHype
DifFlow3D: Toward Robust Uncertainty-Aware Scene Flow Estimation with Iterative Diffusion-Based RefinementCode2
Motion Diversification Networks—0
Ensemble Diversity Facilitates Adversarial TransferabilityCode1
In-distribution Public Data Synthesis with Diffusion Models for Differentially Private Image ClassificationCode0
NightCC: Nighttime Color Constancy via Adaptive Channel Masking—0
CDFormer: When Degradation Prediction Embraces Diffusion Model for Blind Image Super-ResolutionCode2
SNIDA: Unlocking Few-Shot Object Detection with Non-linear Semantic Decoupling Augmentation—0
StyLitGAN: Image-Based Relighting via Latent Control—0
Brush2Prompt: Contextual Prompt Generator for Object Inpainting—0
Learning Coupled Dictionaries from Unpaired Data for Image Super-Resolution—0
Distribution-aware Knowledge Prototyping for Non-exemplar Lifelong Person Re-identificationCode1
Exact Fusion via Feature Distribution Matching for Few-shot Image GenerationCode0
A Versatile Framework for Continual Test-Time Domain Adaptation: Balancing Discriminability and Generalizability—0
Multiplayer Battle Game-Inspired Optimizer for Complex Optimization Problems—0
Improving Text Embeddings with Large Language ModelsCode3
Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality SelectionCode0
EMAGE: Towards Unified Holistic Co-Speech Gesture Generation via Expressive Masked Audio Gesture ModelingCode3
ODAQ: Open Dataset of Audio QualityCode1
GAN-GA: A Generative Model based on Genetic Algorithm for Medical Image GenerationCode0
Diffusion Model with Perceptual Loss—0
greylock: A Python Package for Measuring The Composition of Complex DatasetsCode0
Informative Rays Selection for Few-Shot Neural Radiance Fields—0
Hybrid quantum cycle generative adversarial network for small molecule generation—0
Replica Tree-based Federated Learning using Limited DataCode0
Reinforcement-based Display-size Selection for Frugal Satellite Image Change Detection—0
FedSDD: Scalable and Diversity-enhanced Distillation for Model Aggregation in Federated Learning—0
A proposed new metric for the conceptual diversity of a text—0
RDGCL: Reaction-Diffusion Graph Contrastive Learning for Recommendation—0
T cell receptor binding prediction: A machine learning revolution—0
SVGDreamer: Text Guided SVG Generation with Diffusion ModelCode2
Mesure simultanée des réponses impulsionnelles en macrodiversité—0
Towards Robust Multimodal Prompting With Missing Modalities—0
HarmonyView: Harmonizing Consistency and Diversity in One-Image-to-3DCode1
Generalizable Task Representation Learning for Offline Meta-Reinforcement Learning with Data LimitationsCode0
HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs ResponsesCode1
BAL: Balancing Diversity and Novelty for Active LearningCode0
Natural Averaging May Complement Known Biological Constraints in Bi-parental Reproduction's Advantages Over Mono-parental in Conserving Species Quantitative Traits—0
Revisiting Knowledge Distillation under Distribution ShiftCode0
Diversity-Based Recruitment in Crowdsensing By Combinatorial Multi-Armed Bandits—0
Set Prediction Guided by Semantic Concepts for Diverse Video Captioning—0
A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide GenerationCode1
Learning from diversity: jati fractionalization, social expectations and improved sanitation practices in India—0
TimePillars: Temporally-Recurrent 3D LiDAR Object Detection—0
Cross-Covariate Gait Recognition: A BenchmarkCode1
Quality-Diversity Generative Sampling for Learning with Synthetic DataCode1
Efficacy of Machine-Generated Instructions—0
De novo Drug Design using Reinforcement Learning with Multiple GPT AgentsCode1
Q-SENN: Quantized Self-Explaining Neural NetworksCode1
ChatGPT as a commenter to the news: can LLMs generate human-like opinions?Code0
Navigating the Structured What-If Spaces: Counterfactual Generation via Structured Diffusion—0
Show:102550
← PrevPage 61 of 182Next →

No leaderboard results yet.