People

@inproceedings{DBLP:conf/safecomp/GuptaKPP22,

title = {Safe Design of Stable Neural Networks for Fault Detection in Small 

 UAVs},

author = {Kavya Gupta and Fateh Kaakai and Béatrice Pesquet-Popescu and Jean-Christophe Pesquet},

editor = {Mario Trapp and Erwin Schoitsch and Jérémie Guiochet and Friedemann Bitsch},

url = {https://doi.org/10.1007/978-3-031-14862-0_19},

doi = {10.1007/978-3-031-14862-0_19},

year  = {2022},

date = {2022-01-01},

booktitle = {Computer Safety, Reliability, and Security. SAFECOMP 2022 Workshops 

 - DECSoS, DepDevOps, SASSUR, SENSEI, USDAI, and WAISE, Munich, Germany, 

 September 6-9, 2022, Proceedings},

volume = {13415},

pages = {263–275},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icassp/GuptaPKP21,

title = {A Quantitative Analysis Of The Robustness Of Neural Networks For Tabular 

 Data},

author = {Kavya Gupta and Béatrice Pesquet-Popescu and Fateh Kaakai and Jean-Christophe Pesquet},

url = {https://doi.org/10.1109/ICASSP39728.2021.9413858},

doi = {10.1109/ICASSP39728.2021.9413858},

year  = {2021},

date = {2021-01-01},

booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, 

 ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021},

pages = {8057–8061},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ijcai/GuptaPPKM21,

title = {An Adversarial Attacker for Neural Networks in Regression Problems},

author = {Kavya Gupta and Jean-Christophe Pesquet and Béatrice Pesquet-Popescu and Fateh Kaakai and Fragkiskos D. Malliaros},

editor = {Huáscar Espinoza and John A. McDermid and Xiaowei Huang and Mauricio Castillo-Effen and Xin Cynthia Chen and José Hernández-Orallo and Seán Ó hÉigeartaigh and Richard Mallah and Gabriel Pedroza},

url = {https://ceur-ws.org/Vol-2916/paper_17.pdf},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2021 

 co-located with the Thirtieth International Joint Conference on Artificial 

 Intelligence (IJCAI 2021), Virtual, August, 2021},

volume = {2916},

publisher = {CEUR-WS.org},

series = {CEUR Workshop Proceedings},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/eusipco/NeacsuGPB20,

title = {Signal Denoising Using a New Class of Robust Neural Networks},

author = {Ana Neacsu and Kavya Gupta and Jean-Christophe Pesquet and Corneliu Burileanu},

url = {https://doi.org/10.23919/Eusipco47968.2020.9287630},

doi = {10.23919/EUSIPCO47968.2020.9287630},

year  = {2020},

date = {2020-01-01},

booktitle = {28th European Signal Processing Conference, EUSIPCO 2020, Amsterdam, 

 Netherlands, January 18-21, 2021},

pages = {1492–1496},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ijcnn/BiswasSGB19,

title = {Lifting 2d Human Pose to 3d : A Weakly Supervised Approach},

author = {Sandika Biswas and Sanjana Sinha and Kavya Gupta and Brojeshwar Bhowmick},

url = {https://doi.org/10.1109/IJCNN.2019.8851692},

doi = {10.1109/IJCNN.2019.8851692},

year  = {2019},

date = {2019-01-01},

booktitle = {International Joint Conference on Neural Networks, IJCNN 2019 Budapest, 

 Hungary, July 14-19, 2019},

pages = {1–9},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/eusipco/GuptaB18,

title = {Coupled Autoencoder Based Reconstruction of Images from Compressively 

 Sampled Measurements},

author = {Kavya Gupta and Brojeshwar Bhowmick},

url = {https://doi.org/10.23919/EUSIPCO.2018.8553263},

doi = {10.23919/EUSIPCO.2018.8553263},

year  = {2018},

date = {2018-01-01},

booktitle = {26th European Signal Processing Conference, EUSIPCO 2018, Roma, 

 Italy, September 3-7, 2018},

pages = {1067–1071},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ijcnn/GuptaBM18,

title = {Coupled Analysis Dictionary Learning to inductively learn inversion: 

 Application to real-time reconstruction of Biomedical signals},

author = {Kavya Gupta and Brojeshwar Bhowmick and Angshul Majumdar},

url = {https://doi.org/10.1109/IJCNN.2018.8489148},

doi = {10.1109/IJCNN.2018.8489148},

year  = {2018},

date = {2018-01-01},

booktitle = {2018 International Joint Conference on Neural Networks, IJCNN 2018, 

 Rio de Janeiro, Brazil, July 8-13, 2018},

pages = {1–8},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icip/GuptaBM17,

title = {Motion blur removal via coupled autoencoder},

author = {Kavya Gupta and Brojeshwar Bhowmick and Angshul Majumdar},

url = {https://doi.org/10.1109/ICIP.2017.8296327},

doi = {10.1109/ICIP.2017.8296327},

year  = {2017},

date = {2017-01-01},

booktitle = {2017 IEEE International Conference on Image Processing, ICIP 2017, 

 Beijing, China, September 17-20, 2017},

pages = {480–484},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icip/GuptaM17,

title = {Learning autoencoders with low-rank weights},

author = {Kavya Gupta and Angshul Majumdar},

url = {https://doi.org/10.1109/ICIP.2017.8297013},

doi = {10.1109/ICIP.2017.8297013},

year  = {2017},

date = {2017-01-01},

booktitle = {2017 IEEE International Conference on Image Processing, ICIP 2017, 

 Beijing, China, September 17-20, 2017},

pages = {3899–3903},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/dcc/GuptaRM16,

title = {Analysis and Synthesis Prior Greedy Algorithms for Non-linear Sparse 

 Recovery},

author = {Kavya Gupta and Ankita Raj and Angshul Majumdar},

editor = {Ali Bilgin and Michael W. Marcellin and Joan Serra-Sagristà and James A. Storer},

url = {https://doi.org/10.1109/DCC.2016.36},

doi = {10.1109/DCC.2016.36},

year  = {2016},

date = {2016-01-01},

booktitle = {2016 Data Compression Conference, DCC 2016, Snowbird, UT, USA, March 

 30 - April 1, 2016},

pages = {599},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/iconip/MehtaGGMA16,

title = {Stacked Robust Autoencoder for Classification},

author = {Janki Mehta and Kavya Gupta and Anupriya Gogna and Angshul Majumdar and Saket Anand},

editor = {Akira Hirose and Seiichi Ozawa and Kenji Doya and Kazushi Ikeda and Minho Lee and Derong Liu},

url = {https://doi.org/10.1007/978-3-319-46675-0_66},

doi = {10.1007/978-3-319-46675-0_66},

year  = {2016},

date = {2016-01-01},

booktitle = {Neural Information Processing - 23rd International Conference, ICONIP 

 2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part III},

volume = {9949},

pages = {600–607},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ijcnn/GuptaM16,

title = {Sparsely connected autoencoder},

author = {Kavya Gupta and Angshul Majumdar},

url = {https://doi.org/10.1109/IJCNN.2016.7727437},

doi = {10.1109/IJCNN.2016.7727437},

year  = {2016},

date = {2016-01-01},

booktitle = {2016 International Joint Conference on Neural Networks, IJCNN 2016, 

 Vancouver, BC, Canada, July 24-29, 2016},

pages = {1940–1947},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}