3 papers
cs.CL2026
BiMol-Diff: A Unified Diffusion Framework for Molecular Generation and Captioning
Aditya Hemant Shahane, Anuj Kumar Sirohi, Devansh Arora +3
Bridging molecular structures and natural language is essential for controllable design. Autoregressive models struggle with long-range dependencies, while standard diffusion proce…
cs.AI2025
GOTHAM: Graph Class Incremental Learning Framework under Weak Supervision
Aditya Hemant Shahane, Prathosh A. P, Sandeep Kumar
Graphs are growing rapidly, along with the number of distinct label categories associated with them. Applications like e-commerce, healthcare, recommendation systems, and various s…
cs.CV2020
A Variational Information Bottleneck Based Method to Compress Sequential Networks for Human Action Recognition
Ayush Srivastava, Oshin Dutta, Prathosh AP +2
In the last few years, compression of deep neural networks has become an important strand of machine learning and computer vision research. Deep models require sizeable computation…