MGU-V: A Deep Learning Approach for Lo-Fi Music Generation Using Variational Autoencoders With State-of-the-Art Performance on Combined MIDI Datasets. - Amit Kumar Bairwa; Siddhanth Bhat; Tanishk Sawant; R. Manoj (IEEE Access, 2024)

Emotion Classification in Short English Texts using Deep Learning Techniques. - Siddhanth Bhat (CoRR, 2024)

Mathematical Formalism for Memory Compression in Selective State Space Models. - Siddhanth Bhat (CoRR, 2024)

Similarity verification of kinship pairs using metricized emphasis. - Chhavi Maheshwari; Siddhanth Bhat; Praveen Kumar Shukla; Madhu Oruganti; Vijaypal Singh Dhaka (Image Vis. Comput., 2025)