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20182023
most citedDeepGauge: Multi-Granularity Testing Criteria for Deep Learning Systems

591 citations · 1.2k across the 45 of their papers we have counts for

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Showing 2023Show all

8 papers · 1 filter

cs.SD2023★ 1 cited

ASTER: Automatic Speech Recognition System Accessibility Testing for Stutterers

Yi Liu, Yuekang Li, Gelei Deng +7

The popularity of automatic speech recognition (ASR) systems nowadays leads to an increasing need for improving their accessibility. Handling stuttering speech is an important feat…

astro-ph.HE2023★ 220 cited

A tera-electronvolt afterglow from a narrow jet in an extremely bright gamma-ray burst 221009A

LHAASO Collaboration

Some gamma-ray bursts (GRBs) have an afterglow in the tera-electronvolt (TeV) band, but the early onset of this afterglow has not been observed. We report observations with the Lar…

cs.SE2023★ 1 cited

Active Code Learning: Benchmarking Sample-Efficient Training of Code Models

Qiang Hu, Yuejun Guo, Xiaofei Xie +4

The costly human effort required to prepare the training data of machine learning (ML) models hinders their practical development and usage in software engineering (ML4Code), espec…

cs.LG2023★ 1 cited

Deep Learning based Forecasting: a case study from the online fashion industry

Manuel Kunz, Stefan Birr, Mones Raslan +13

Demand forecasting in the online fashion industry is particularly amendable to global, data-driven forecasting models because of the industry's set of particular challenges. These…

cs.CV2023★ 4 cited

Evading DeepFake Detectors via Adversarial Statistical Consistency

Yang Hou, Qing Guo, Yihao Huang +3

In recent years, as various realistic face forgery techniques known as DeepFake improves by leaps and bounds,more and more DeepFake detection techniques have been proposed. These m…

cs.SE2023★ 4 cited

AutoRepair: Automated Repair for AI-Enabled Cyber-Physical Systems under Safety-Critical Conditions

Deyun Lyu, Jiayang Song, Zhenya Zhang +4

Cyber-Physical Systems (CPS) have been widely deployed in safety-critical domains such as transportation, power and energy. Recently, there comes an increasing demand in employing…

math.AP2023

On the convergence rates of multi-dimensional subsonic irrotational flows in unbounded domains

Lei Ma, Tian-Yi Wang

This paper is concerned with the convergence rates of subsonic flows for airfoil problem and infinite long largely-open nozzle problem, which is an improvement of [7,11,15,20]. The…

cs.LG2023★ 5 cited

Neural Episodic Control with State Abstraction

Zhuo Li, Derui Zhu, Yujing Hu +6

Existing Deep Reinforcement Learning (DRL) algorithms suffer from sample inefficiency. Generally, episodic control-based approaches are solutions that leverage highly-rewarded past…