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 2551–2600 of 9051 papers

TitleStatusHype
The Role of Text-to-Image Models in Advanced Style Transfer Applications: A Case Study with DALL-E 3—0
Improving Linguistic Diversity of Large Language Models with Possibility Exploration Fine-TuningCode0
CubeFormer: A Simple yet Effective Baseline for Lightweight Image Super-Resolution—0
Sample Efficient Robot Learning in Supervised Effect Prediction Tasks—0
Construction and optimization of health behavior prediction model for the elderly in smart elderly care—0
Communicate or Sense? AP Mode Selection in mmWave Cell-Free Massive MIMO-ISAC—0
CADMR: Cross-Attention and Disentangled Learning for Multimodal Recommender Systems—0
Semantic Scene Completion with Multi-Feature Data Balancing Network—0
Stochastic modeling of cyclic cancer treatments under common noise—0
InfinityDrive: Breaking Time Limits in Driving World Models—0
A new flower pollination algorithm for equalization in synchronous DS/CDMA multiuser communication systems—0
Divergent Ensemble Networks: Enhancing Uncertainty Estimation with Shared Representations and Independent BranchingCode0
SEAL: Semantic Attention Learning for Long Video Representation—0
Long Video Diffusion Generation with Segmented Cross-Attention and Content-Rich Video Data Curation—0
Rectified Flow For Structure Based Drug Design—0
Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation—0
DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps—0
CAPA: Continuous-Aperture Arrays for Revolutionizing 6G Wireless Communications—0
Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting—0
Opportunities and Challenges of Large Language Models for Low-Resource Languages in Humanities Research—0
Clinical Document Corpora and Assorted Domain Proxies: A Survey of Diversity in Corpus Design, with Focus on German Text Data—0
Motion Modes: What Could Happen Next?—0
Improving the performance of weak supervision searches using data augmentation—0
The role of inhibitory neuronal variability in modulating phase diversity between coupled networks—0
Retrieval-guided Cross-view Image Synthesis—0
On Domain-Specific Post-Training for Multimodal Large Language Models—0
DreamBlend: Advancing Personalized Fine-tuning of Text-to-Image Diffusion Models—0
λ: A Benchmark for Data-Efficiency in Long-Horizon Indoor Mobile Manipulation Robotics—0
Enhancing weed detection performance by means of GenAI-based image augmentation—0
Diffusion Autoencoders for Few-shot Image Generation in Hyperbolic Space—0
Differential learning kinetics govern the transition from memorization to generalization during in-context learning—0
Spatiotemporal Skip Guidance for Enhanced Video Diffusion Sampling—0
Metric-DST: Mitigating Selection Bias Through Diversity-Guided Semi-Supervised Metric LearningCode0
Large-Scale Data-Free Knowledge Distillation for ImageNet via Multi-Resolution Data GenerationCode0
Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-based Semantic Segmentation—0
Network Inversion and Its Applications—0
Dual-Representation Interaction Driven Image Quality Assessment with Restoration AssistanceCode0
MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content CreationCode0
Multimodal Alignment and Fusion: A Survey—0
DiffSLT: Enhancing Diversity in Sign Language Translation via Diffusion Model—0
Multi-Label Bayesian Active Learning with Inter-Label RelationshipsCode0
Maximally Separated Active Learning—0
Towards Foundation Models for Critical Care Time Series—0
Multi-Resolution Generative Modeling of Human Motion from Limited Data—0
Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding—0
Understanding trade-offs in classifier bias with quality-diversity optimization: an application to talent management—0
Comparing Photorealism in Game Engines for Synthetic Maritime Computer Vision Datasets—0
PriorPath: Coarse-To-Fine Approach for Controlled De-Novo Pathology Semantic Masks Generation—0
Text-to-Image Synthesis: A Decade Survey—0
VisualLens: Personalization through Visual History—0
Show:102550
← PrevPage 52 of 182Next →

No leaderboard results yet.