Search Results for author: Jun Yuan

Found 11 papers, 4 papers with code

An Exploration And Validation of Visual Factors in Understanding Classification Rule Sets

no code implementations19 Sep 2021 Jun Yuan, Oded Nov, Enrico Bertini

Rule sets are typically presented as a text-based list of logical statements (rules).

AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model Validation

1 code implementation12 Sep 2021 Oscar Gomez, Steffen Holter, Jun Yuan, Enrico Bertini

Rapid improvements in the performance of machine learning models have pushed them to the forefront of data-driven decision-making.

Decision Making

Visualizing Rule Sets: Exploration and Validation of a Design Space

no code implementations1 Mar 2021 Jun Yuan, Oded Nov, Enrico Bertini

Rule sets are typically presented as a text-based list of logical statements (rules).

Chirality-enabled optical dipole potential energy for two-level atoms

no code implementations17 Dec 2020 Vassilis. E. Lembessis, Koray Koksal, Jun Yuan, Mohamed Babiker

The beam is characterized by the existence of a longitudinal electric field component which is responsible for the appearance of a chiral term in the optical dipole potential energy.

Optics Atomic Physics

ViCE: Visual Counterfactual Explanations for Machine Learning Models

1 code implementation5 Mar 2020 Oscar Gomez, Steffen Holter, Jun Yuan, Enrico Bertini

The continued improvements in the predictive accuracy of machine learning models have allowed for their widespread practical application.

OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples

no code implementations8 Feb 2020 Changjian Chen, Jun Yuan, Yafeng Lu, Yang Liu, Hang Su, Songtao Yuan, Shixia Liu

To better analyze and understand the OoD samples in context, we have developed a novel kNN-based grid layout algorithm motivated by Hall's theorem.

Benchmark Time Series Database with IoTDB-Benchmark for IoT Scenarios

2 code implementations24 Jan 2019 Rui Liu, Jun Yuan

With the wide application of time series databases (TSDB) in big data fields like cluster monitoring and industrial IoT, there have been developed a number of TSDBs for time series data management.

Databases

Manipulated Object Proposal: A Discriminative Object Extraction and Feature Fusion Framework for First-Person Daily Activity Recognition

no code implementations2 Sep 2015 Changzhi Luo, Bingbing Ni, Jun Yuan, Jian-Feng Wang, Shuicheng Yan, Meng Wang

This scheme leverages motion cues such as motion boundary and motion magnitude (in contrast, camera motion is usually considered as "noise" for most previous methods) to generate a more compact and discriminative set of object proposals, which are more closely related to the objects which are being manipulated.

Action Recognition Object Proposal Generation

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