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 7351–7400 of 9051 papers

TitleStatusHype
Deep Learning of Determinantal Point Processes via Proper Spectral Sub-gradient—0
CPLM, a Parallel Corpus for Mexican Languages: Development and Interface—0
Phonemic Transcription of Low-Resource Languages: To What Extent can Preprocessing be Automated?—0
Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization—0
Hybrid Adaptive Evolutionary Algorithm for Multi-objective Optimization—0
Informed Sampling for Diversity in Concept-to-Text NLG—0
Deflating Dataset Bias Using Synthetic Data Augmentation—0
Generating and Adapting to Diverse Ad-Hoc Cooperation Agents in HanabiCode0
Time Series Forecasting With Deep Learning: A Survey—0
An Unsupervised Semantic Sentence Ranking Scheme for Text Documents—0
Meta-Learning for Few-Shot Land Cover Classification—0
Diversity in Action: General-Sum Multi-Agent Continuous Inverse Optimal Control—0
BLEU Neighbors: A Reference-less Approach to Automatic Evaluation—0
Single- and Multi-Objective Evolutionary Algorithms for the Knapsack Problem with Dynamically Changing Constraints—0
Evaluating Stochastic Rankings with Expected Exposure—0
Towards Multimodal Response Generation with Exemplar Augmentation and Curriculum Optimization—0
A Rigorous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land?—0
Combining Word Embeddings and N-grams for Unsupervised Document Summarization—0
Improving Recommendation Diversity by Highlighting the ExTrA Fabricated Experts—0
Realization of MIMO Channel Model for Spatial Diversity with Capacity and SNR Multiplexing Gains—0
Assessment of Practical Smart Gateway Diversity Based on Multi-Site Measurements in Q/V band—0
Yoga-82: A New Dataset for Fine-grained Classification of Human PosesCode0
Stabilizing Training of Generative Adversarial Nets via Langevin Stein Variational Gradient Descent—0
Performance Analysis of Novel Direct Access Schemes for LEO Satellites Based IoT Network—0
Trading Off Diversity and Quality in Natural Language Generation—0
Beyond Optimizing for Clicks: Incorporating Editorial Values in News Recommendation—0
Have you forgotten? A method to assess if machine learning models have forgotten data—0
A Decomposition-based Large-scale Multi-modal Multi-objective Optimization Algorithm—0
Evolving Diverse Sets of Tours for the Travelling Salesperson Problem—0
On the Encoder-Decoder Incompatibility in Variational Text Modeling and BeyondCode0
The State and Fate of Linguistic Diversity and Inclusion in the NLP WorldCode0
AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification—0
Adaptive Multi-Receiver Coded Slotted ALOHA for Indoor Optical Wireless Communications—0
Diversity-based Design Assist for Large Legged Robots—0
OptiGAN: Generative Adversarial Networks for Goal Optimized Sequence GenerationCode0
Calibrated Vehicle Paint Signatures for Simulating Hyperspectral Imagery—0
AMPSO: Artificial Multi-Swarm Particle Swarm OptimizationCode0
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataCode0
Co-eye: A Multi-resolution Symbolic Representation to TimeSeries Diversified Ensemble Classification—0
Personalized Re-ranking for Improving Diversity in Live Recommender Systems—0
Adversarial Evaluation of Autonomous Vehicles in Lane-Change Scenarios—0
A Tailored NSGA-III Instantiation for Flexible Job Shop Scheduling—0
Contrastive Examples for Addressing the Tyranny of the Majority—0
WQT and DG-YOLO: towards domain generalization in underwater object detection—0
ControlVAE: Controllable Variational Autoencoder—0
Diverse Instances-Weighting Ensemble based on Region Drift Disagreement for Concept Drift Adaptation—0
Multi-task Learning via Adaptation to Similar Tasks for Mortality Prediction of Diverse Rare Diseases—0
Person Re-Identification via Active Hard Sample Mining—0
Understanding Knowledge Gaps in Visual Question Answering: Implications for Gap Identification and Testing—0
Beer Organoleptic Optimisation: Utilising Swarm Intelligence and Evolutionary Computation MethodsCode0
Show:102550
← PrevPage 148 of 182Next →

No leaderboard results yet.