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 3501–3550 of 9051 papers

TitleStatusHype
Diversify and Conquer: Bandits and Diversity for an Enhanced E-commerce Homepage Experience—0
Curiosity as a Self-Supervised Method to Improve Exploration in De novo Drug DesignCode0
Generalized Dice Focal Loss trained 3D Residual UNet for Automated Lesion Segmentation in Whole-Body FDG PET/CT ImagesCode0
DROP: Dynamics Responses from Human Motion Prior and Projective Dynamics—0
DFRD: Data-Free Robustness Distillation for Heterogeneous Federated Learning—0
Domain-Guided Conditional Diffusion Model for Unsupervised Domain Adaptation—0
Diversifying Question Generation over Knowledge Base via External Natural Questions—0
Multi-Static ISAC in Cell-Free Massive MIMO: Precoder Design and Privacy AssessmentCode1
M^3CS: Multi-Target Masked Point Modeling with Learnable Codebook and Siamese Decoders—0
A mirror-Unet architecture for PET/CT lesion segmentationCode0
American Family Cohort, a data resource description—0
Learning to Diversify Neural Text Generation via Degenerative Model—0
AntiBARTy Diffusion for Property Guided Antibody Design—0
TrTr: A Versatile Pre-Trained Large Traffic Model based on Transformer for Capturing Trajectory Diversity in Vehicle Population—0
Mitigating the Popularity Bias of Graph Collaborative Filtering: A Dimensional Collapse Perspective—0
Euler-Lagrange Analysis of Generative Adversarial NetworksCode1
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation DatasetCode7
DimCL: Dimensional Contrastive Learning For Improving Self-Supervised Learning—0
Adaptive Input-image Normalization for Solving the Mode Collapse Problem in GAN-based X-ray Images—0
PPD: A New Valet Parking Pedestrian Fisheye Dataset for Autonomous Driving—0
Leveraging Data Collection and Unsupervised Learning for Code-switched Tunisian Arabic Automatic Speech Recognition—0
Leveraging Diversity in Online Interactions—0
Hyperspectral Benchmark: Bridging the Gap between HSI Applications through Comprehensive Dataset and PretrainingCode0
Design of Chain-of-Thought in Math Problem SolvingCode1
NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource LanguagesCode1
NSOAMT -- New Search Only Approach to Machine Translation—0
Motif-Centric Representation Learning for Symbolic MusicCode0
ConsistencyTTA: Accelerating Diffusion-Based Text-to-Audio Generation with Consistency DistillationCode1
GDM: Dual Mixup for Graph Classification with Limited Supervision—0
PanoMixSwap Panorama Mixing via Structural Swapping for Indoor Scene Understanding—0
Interactions and migration rescuing ecological diversity—0
Grasp-Anything: Large-scale Grasp Dataset from Foundation ModelsCode2
RenderIH: A Large-scale Synthetic Dataset for 3D Interacting Hand Pose EstimationCode2
MVP: Meta Visual Prompt Tuning for Few-Shot Remote Sensing Image Scene Classification—0
AffordPose: A Large-scale Dataset of Hand-Object Interactions with Affordance-driven Hand PoseCode1
D3: Data Diversity Design for Systematic Generalization in Visual Question AnsweringCode0
Current and future directions in network biology—0
Explaining Search Result Stances to Opinionated People—0
Increasing diversity of omni-directional images generated from single image using cGAN based on MLPMixerCode0
TII-SSRC-23 Dataset: Typological Exploration of Diverse Traffic Patterns for Intrusion Detection—0
On Performance of Fluid Antenna System using Maximum Ratio Combining—0
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and CalibrationCode0
Masked Generative Modeling with Enhanced Sampling SchemeCode1
Nucleus-aware Self-supervised Pretraining Using Unpaired Image-to-image Translation for Histopathology ImagesCode1
Large-Vocabulary 3D Diffusion Model with TransformerCode1
Mitigate Replication and Copying in Diffusion Models with Generalized Caption and Dual Fusion EnhancementCode0
LCReg: Long-Tailed Image Classification with Latent Categories based Recognition—0
UnifiedGesture: A Unified Gesture Synthesis Model for Multiple SkeletonsCode1
A variational selection mechanism for article comment generationCode0
Attention De-sparsification Matters: Inducing Diversity in Digital Pathology Representation Learning—0
Show:102550
← PrevPage 71 of 182Next →

No leaderboard results yet.