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 6551–6600 of 9051 papers

TitleStatusHype
How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation?—0
Using the Overlapping Score to Improve Corruption Benchmarks—0
Focus Attention: Promoting Faithfulness and Diversity in Summarization—0
A unified framework based on graph consensus term for multi-view learning—0
Using Geometry to Rank Evenness Measures: Towards a Deeper Understanding of Divergence—0
Towards Standard Criteria for human evaluation of Chatbots: A Survey—0
A review of approaches to modeling applied vehicle routing problems—0
Probabilistic Fixed Ballot Rules and Hybrid Domains—0
Orthogonal Ensemble Networks for Biomedical Image SegmentationCode0
On the use of feature-maps and parameter control for improved quality-diversity meta-evolution—0
Parallelizing Contextual Bandits—0
Training Mixed-Objective Pointing Decoders for Block-Level Optimization in Search Recommendation—0
Learning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks—0
High Throughput Soybean Pod-Counting with In-Field Robotic Data Collection and Machine-Vision Based Data Analysis—0
Diversifying Multi-aspect Search Results Using Simpson's Diversity Index—0
TRS: Transferability Reduced Ensemble via Promoting Gradient Diversity and Model SmoothnessCode0
Compositional Fine-Grained Low-Shot Learning—0
Content-adaptive Representation Learning for Fast Image Super-resolution—0
A Load Balanced Recommendation Approach—0
Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection—0
Stratified Data Integration—0
Diversity in Kemeny Rank Aggregation: A Parameterized Approach—0
Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning—0
Path-based Deep Network for Candidate Item Matching in Recommenders—0
Global Wheat Head Dataset 2021: more diversity to improve the benchmarking of wheat head localization methods—0
Style-Restricted GAN: Multi-Modal Translation with Style Restriction Using Generative Adversarial NetworksCode0
Studying the association of online brand importance with museum visitors: An application of the semantic brand score—0
On Measuring the Diversity of Organizational NetworksCode0
Maximizing Mutual Information Across Feature and Topology Views for Learning Graph RepresentationsCode0
A Primer on Techtile: An R&D Testbed for Distributed Communication, Sensing and Positioning—0
MapGo: Model-Assisted Policy Optimization for Goal-Oriented TasksCode0
Do City Borders Constrain Ethnic Diversity?—0
DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization—0
The Semantic Brand Score—0
Towards transparency in NLP shared tasks—0
ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research—0
Instance-aware Remote Sensing Image Captioning with Cross-hierarchy Attention—0
An Analysis of Phenotypic Diversity in Multi-Solution Optimization—0
FAID Diversity via Neural Networks—0
Efficient Self-Supervised Data Collection for Offline Robot Learning—0
Expressivity of Parameterized and Data-driven Representations in Quality Diversity SearchCode0
Exploring open-ended gameplay features with Micro RollerCoaster Tycoon—0
Designing Air Flow with Surrogate-assisted Phenotypic Niching—0
Automatic Classification of Human Translation and Machine Translation: A Study from the Perspective of Lexical Diversity—0
English Accent Accuracy Analysis in a State-of-the-Art Automatic Speech Recognition System—0
Diversifying Neural Text Generation with Part-of-Speech Guided Softmax and SamplingCode0
Semantics in Multi-objective Genetic Programming—0
On the Ethical Limits of Natural Language Processing on Legal Text—0
Capturing the diversity of multilingual societiesCode0
Structured Ensembles: an Approach to Reduce the Memory Footprint of Ensemble MethodsCode0
Show:102550
← PrevPage 132 of 182Next →

No leaderboard results yet.