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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

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Showing 6701–6750 of 9051 papers

TitleStatusHype
GAN based ball screw drive picture database enlargement for failure classification—0
Two-Step Meta-Learning for Time-Series Forecasting Ensemble—0
TJU-DHD: A Diverse High-Resolution Dataset for Object DetectionCode1
Diverse Plausible Shape Completions from Ambiguous Depth ImagesCode0
Taming and Leveraging Interference in Mobile Radar Networks—0
Semi-Supervised Few-Shot Atomic Action RecognitionCode1
KddRES: A Multi-level Knowledge-driven Dialogue Dataset for Restaurant Towards Customized Dialogue System—0
Learning Canonical Transformations—0
A Large-Scale Database for Graph Representation LearningCode1
Sampling Approach Matters: Active Learning for Robotic Language Acquisition—0
Nonlinearity Characteristic of High Impedance Fault at Resonant Distribution Networks: Theoretical Basis to Identify the Faulty Feeder—0
Domain Adaptation Gaze Estimation by Embedding with Prediction Consistency—0
Ego2Hands: A Dataset for Egocentric Two-hand Segmentation and DetectionCode1
Conditioned Natural Language Generation using only Unconditioned Language Model: An Exploration—0
Deep Sketch-Based Modeling: Tips and TricksCode1
Same Object, Different Grasps: Data and Semantic Knowledge for Task-Oriented GraspingCode1
Social Diversity and Spread of Pandemic: Evidence from India—0
Open-Source Morphology for Endangered Mordvinic LanguagesCode0
Behaviorally Diverse Traffic Simulation via Reinforcement Learning—0
Impact of Interference on the Performance of RIS-Assisted Source DF Relaying Networks—0
Do You See What I See? Coordinating Multiple Aerial Cameras for Robot Cinematography—0
Social-STAGE: Spatio-Temporal Multi-Modal Future Trajectory Forecast—0
Stratification of Systemic Lupus Erythematosus Patients Using Gene Expression Data to Reveal Expression of Distinct Immune Pathways—0
Personalized Query Rewriting in Conversational AI Agents—0
Robust Visual Tracking via Statistical Positive Sample Generation and Gradient Aware Learning—0
Echo Chambers in Collaborative Filtering Based Recommendation Systems—0
Provenance-Based Interpretation of Multi-Agent Information Analysis—0
Robustness and Diversity Seeking Data-Free Knowledge DistillationCode0
Testing the Impact of Semantics and Structure on Recommendation Accuracy and DiversityCode1
Blind Motion Deblurring through SinGAN Architecture—0
Physical Layer Security of Intelligent Reflective Surface Aided NOMA Networks—0
FDNAS: Improving Data Privacy and Model Diversity in AutoML—0
Deep generative selection models of T and B cell receptor repertoires with soNNiaCode1
Harnessing Distribution Ratio Estimators for Learning Agents with Quality and DiversityCode0
Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier ExamplesCode1
Widely-distributed Radar Imaging Based on Consensus ADMM—0
Phylogenetic reconstruction of the cultural evolution of electronic music via dynamic community detection (1975-1999)Code0
Diversity-Enriched Option-CriticCode0
Diversity Aware Relevance Learning for Argument SearchCode0
DNN-based mask estimation for distributed speech enhancement in spatially unconstrained microphone arraysCode1
VEGA: Towards an End-to-End Configurable AutoML PipelineCode1
Conditioned Text Generation with Transfer for Closed-Domain Dialogue SystemsCode1
Provenance-Based Assessment of Plans in Context—0
Classifier Pool Generation based on a Two-level Diversity Approach—0
Studying evolution of the primary body axis in vivo and in vitro—0
Distributed speech separation in spatially unconstrained microphone arraysCode1
The 2020s Political Economy of Machine Translation—0
Data-free Knowledge Distillation for Segmentation using Data-Enriching GANCode0
Diverse Image Captioning with Context-Object Split Latent SpacesCode1
Alibaba Submission to the WMT20 Parallel Corpus Filtering Task—0
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