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 4051–4100 of 9051 papers

TitleStatusHype
Array-Informed Waveform Design for Active Sensing: Diversity, Redundancy, and Identifiability—0
Template-based eukaryotic genome editing directed by SviCas3—0
Multi-Robot Coordination and Layout Design for Automated WarehousingCode1
Generative AI meets 3D: A Survey on Text-to-3D in AIGC Era—0
Robust multi-agent coordination via evolutionary generation of auxiliary adversarial attackersCode1
Achieving Diversity in Counterfactual Explanations: a Review and Discussion—0
On the Limitations of Model Stealing with Uncertainty Quantification Models—0
Even Small Correlation and Diversity Shifts Pose Dataset-Bias Issues—0
Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection—0
Joint BS Selection, User Association, and Beamforming Design for Network Integrated Sensing and Communication—0
Prokaryotic genome editing based on the subtype I-B-Svi CRISPR-Cas system—0
Creative Discovery using QD SearchCode0
BiRT: Bio-inspired Replay in Vision Transformers for Continual LearningCode1
Reinforcement Learning for Topic ModelsCode0
Adaptive Learning Path Navigation Based on Knowledge Tracing and Reinforcement Learning—0
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized DiversityCode1
Exploring One-shot Semi-supervised Federated Learning with A Pre-trained Diffusion Model—0
Keyword-Based Diverse Image Retrieval by Semantics-aware Contrastive Learning and Transformer—0
2D medical image synthesis using transformer-based denoising diffusion probabilistic modelCode1
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human SupervisionCode3
Experimental Validation of Coherent Joint Transmission in a Distributed-MIMO System with Analog Fronthaul for 6G—0
LayoutDM: Transformer-based Diffusion Model for Layout Generation—0
Simple Noisy Environment Augmentation for Reinforcement LearningCode0
Scanpath Prediction in Panoramic Videos via Expected Code Length Minimization—0
An Asynchronous Updating Reinforcement Learning Framework for Task-oriented Dialog SystemCode0
Considerations for Ethical Speech Recognition Datasets—0
Zenseact Open Dataset: A large-scale and diverse multimodal dataset for autonomous drivingCode1
A New Non-Negative Matrix Factorization Approach for Blind Source Separation of Cardiovascular and Respiratory Sound Based on the Periodicity of Heart and Lung Function—0
System Neural Diversity: Measuring Behavioral Heterogeneity in Multi-Agent LearningCode1
DiffuSum: Generation Enhanced Extractive Summarization with DiffusionCode1
From Local to Global: Navigating Linguistic Diversity in the African ContextCode0
CALM: Conditional Adversarial Latent Models for Directable Virtual Characters—0
Multi-Task Multi-Behavior MAP-Elites—0
Multidimensional Fairness in Paper Recommendation—0
Type-enhanced Ensemble Triple Representation via Triple-aware Attention for Cross-lingual Entity AlignmentCode0
Emergent cooperative behavior in transient compartments—0
Heterogeneous Social Value Orientation Leads to Meaningful Diversity in Sequential Social Dilemmas—0
Reconstructing seen images from human brain activity via guided stochastic search—0
StyleGenes: Discrete and Efficient Latent Distributions for GANs—0
Few-shot Classification via Ensemble Learning with Multi-Order Statistics—0
Importance Weighted Expectation-Maximization for Protein Sequence DesignCode0
Class-Balancing Diffusion ModelsCode1
A CSI Dataset for Wireless Human Sensing on 80 MHz Wi-Fi Channels—0
Political Strategies to Overcome Climate Policy Obstructionism—0
Controllable Data Augmentation for Context-Dependent Text-to-SQL—0
LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale InstructionsCode2
Generating images of rare concepts using pre-trained diffusion modelsCode1
IconShop: Text-Guided Vector Icon Synthesis with Autoregressive Transformers—0
Motion-Conditioned Diffusion Model for Controllable Video Synthesis—0
CROP: Towards Distributional-Shift Robust Reinforcement Learning using Compact Reshaped Observation ProcessingCode0
Show:102550
← PrevPage 82 of 182Next →

No leaderboard results yet.