Unsupervised Pre-training on Improving the Performance of Neural Network in Regression. - Pallabi Saikia; Prateek Vij; Rashmi Dutta Baruah (IJCNN, 2018)

An Empirical Study on Unsupervised Pre-training Approaches in Regression Problems. - Pallabi Saikia; Rashmi Dutta Baruah (SSCI, 2018)

Seismic Signal Interpretation for Reservoir Facies Classification. - Pallabi Saikia; Deepankar Nankani; Rashmi Dutta Baruah (PReMI (2), 2019)

Investigating Stacked Ensemble Model for Oil Reservoir Characterisation. - Pallabi Saikia; Rashmi Dutta Baruah (SMC, 2019)

A Review of Deep Learning with Special Emphasis on Architectures, Applications and Recent Trends. - Saptarshi Sengupta; Sanchita Basak; Pallabi Saikia; Sayak Paul; Vasilios Tsalavoutis; Frederick Ditliac Atiah; Vadlamani Ravi; Richard Alan Peters (CoRR, 2019)

Automatic Concurrent Arrhythmia Classification Using Deep Residual Neural Networks. - Deepankar Nankani; Pallabi Saikia; Rashmi Dutta Baruah (CinC, 2020)

Artificial Neural Networks in the domain of reservoir characterization: A review from shallow to deep models. - Pallabi Saikia; Rashmi Dutta Baruah; Sanjay Kumar Singh; Pradip Kumar Chaudhuri (Comput. Geosci., 2020)

A review of deep learning with special emphasis on architectures, applications and recent trends. - Saptarshi Sengupta; Sanchita Basak; Pallabi Saikia; Sayak Paul; Vasilios Tsalavoutis; Frederick Ditliac Atiah; Vadlamani Ravi; Alan Peters (Knowl. Based Syst., 2020)

Restoring Face Occluded Images Using GAN Based Inpainting with Perceptual and Contextual Losses. - Prithviraj Kanaujia; Pallabi Saikia; Deepankar Nankani (PReMI, 2021)

A Hybrid CNN-LSTM model for Video Deepfake Detection by Leveraging Optical Flow Features. - Pallabi Saikia; Dhwani Dholaria; Priyanka Yadav; Vaidehi Patel; Mohendra Roy (IJCNN, 2022)

Modelling Social Context for Fake News Detection: A Graph Neural Network Based Approach. - Pallabi Saikia; Kshitij Gundale; Ankit Jain; Dev Jadeja; Harvi Patel; Mohendra Roy (IJCNN, 2022)

GeoTrans: a transfer learning approach for estimating petrophysical properties from geophysical sensors data. - Pallabi Saikia; Rashmi Dutta Baruah (Neural Comput. Appl., 2024)