Kavya Gupta

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 19

Top Topics

Feature Subset Selection

Weakly Supervised

Top Venues

Publications

Kavya Gupta, Devendra Kumar Tayal, Aarti Jain
An energy-efficient hierarchical data fusion approach in IoT. Multim. Tools Appl. 83 (9) (2024)
Kavya Gupta, Sagar Verma
CertViT: Certified Robustness of Pre-Trained Vision Transformers. CoRR (2023)
Kavya Gupta, Devendra Kumar Tayal, Aarti Jain
A Novel Intuitionistic Fuzzy Inference System for Feature Subset Selection in Weather Prediction. Wirel. Pers. Commun. 133 (2) (2023)
Kavya Gupta, Fateh Kaakai, Béatrice Pesquet-Popescu, Jean-Christophe Pesquet
Safe Design of Stable Neural Networks for Fault Detection in Small UAVs. SAFECOMP Workshops (2022)
Kavya Gupta, Jean-Christophe Pesquet, Béatrice Pesquet-Popescu, Fateh Kaakai, Fragkiskos D. Malliaros
An Adversarial Attacker for Neural Networks in Regression Problems. AISafety@IJCAI (2021)
Kavya Gupta, Béatrice Pesquet-Popescu, Fateh Kaakai, Jean-Christophe Pesquet
A Quantitative Analysis Of The Robustness Of Neural Networks For Tabular Data. ICASSP (2021)
Ana Neacsu, Kavya Gupta, Jean-Christophe Pesquet, Corneliu Burileanu
Signal Denoising Using a New Class of Robust Neural Networks. EUSIPCO (2020)
Sandika Biswas, Sanjana Sinha, Kavya Gupta, Brojeshwar Bhowmick
Lifting 2d Human Pose to 3d : A Weakly Supervised Approach. IJCNN (2019)
Sandika Biswas, Sanjana Sinha, Kavya Gupta, Brojeshwar Bhowmick
Lifting 2d Human Pose to 3d : A Weakly Supervised Approach. CoRR (2019)
Kavya Gupta, Brojeshwar Bhowmick, Angshul Majumdar
Coupled Analysis Dictionary Learning to inductively learn inversion: Application to real-time reconstruction of Biomedical signals. IJCNN (2018)
Kavya Gupta, Brojeshwar Bhowmick, Angshul Majumdar
Coupled Analysis Dictionary Learning to inductively learn inversion: Application to real-time reconstruction of Biomedical signals. CoRR (2018)
Kavya Gupta, Angshul Majumdar
Imposing Class-Wise Feature Similarity in Stacked Autoencoders by Nuclear Norm Regularization. Neural Process. Lett. 48 (1) (2018)
Kavya Gupta, Brojeshwar Bhowmick
Coupled Autoencoder Based Reconstruction of Images from Compressively Sampled Measurements. EUSIPCO (2018)
Kavya Gupta, Brojeshwar Bhowmick, Angshul Majumdar
Motion Blur removal via Coupled Autoencoder. CoRR (2018)
Kavya Gupta, Angshul Majumdar
Learning autoencoders with low-rank weights. ICIP (2017)
Kavya Gupta, Brojeshwar Bhowmick, Angshul Majumdar
Motion blur removal via coupled autoencoder. ICIP (2017)
Janki Mehta, Kavya Gupta, Anupriya Gogna, Angshul Majumdar, Saket Anand
Stacked Robust Autoencoder for Classification. ICONIP (3) (2016)
Kavya Gupta, Ankita Raj, Angshul Majumdar
Analysis and Synthesis Prior Greedy Algorithms for Non-linear Sparse Recovery. DCC (2016)
Kavya Gupta, Angshul Majumdar
Sparsely connected autoencoder. IJCNN (2016)
Kavya Gupta, Ankita Raj, Angshul Majumdar
Analysis and Synthesis Prior Greedy Algorithms for Non-linear Sparse Recovery. CoRR (2015)