A Framework for Learning Ante-hoc Explainable Models via ConceptsAnirban SarkarDeepak Vijaykeerthyet al.2022CVPR 2022
Deep Learning based Vulnerability Detection: Are We There Yet?Saikat ChakrabortyRahul Krishnaet al.2022ICSE 2022
Your Fairness May Vary: Pretrained Language Model Fairness in Toxic Text ClassificationIoana Baldini SoaresDennis Weiet al.2022ACL 2022
DeepFD: Automated Fault Diagnosis and Localization for Deep Learning ProgramsJialun CaoMeiziniu Liet al.2022ICSE 2022
Classifier Data Quality: A Geometric Complexity Based Method for Automated Baseline And Insights GenerationGeorge KourMarcel Zalmanoviciet al.2022AAAI 2022
Robust Text Perturbation using Sequence-to-Sequence Pre-TrainingNishtha MadaanDiptikalyan Sahaet al.2021NeurIPS 2021
Online Adaptation of Parameters using GRU-based Neural Network with BO for Accurate Driving ModelZhanhong YangSatoshi Masudaet al.2021SIGSPATIAL GIS 2021