Bayesian Reasoning And INtelligence (BRAIN)

Computing Facility

• Access to computing facilities such as NVIDIA DGX-1s,  DGX-2s with V100 GPUs and DGX - A100s, which are widely reputed AI supercomputers.  

• Lab hosts GPU servers based on NVIDIA P100s, A6000s, 5090s, 3090s, 3080s, 2080Tis and Titan GPUs. 

• Talk on Safe AI through Uncertainty Modelling:  From Deep Learning to Large Language Models  at the Foundations of Ethical AI (FEAI) Workshop at International Institute of Information Technology (IIIT) Hyderabad during June 2026. Please find the slides here. 

• Talk on Neural Differential Equations: Differential Equations for Deep Learning  at the  second IITH - RIKEN AIP workshop on Artificial Intelligence 2026.  Please find the slides here and video of the talk here. 

• Tutorial on Continual Learning for Large Language Models : Foundations to Frontiers at the IJCNLP-AACL conference during December 2025. Please find details in this  webpage and the slides on the part, Continual Learning for LLMs, here. 

• Talk on Continual Learning at the  Winter Workshop on Machine Learning and Artificial Intelligence at IIT Kanpur during December 2025. Please find the slides here.  

• Slides for workshop on "Social and Information Networks Analysis: Problems, Models and Machine Learning Methods" are available here. 

• During Kerala floods, we used our expertise to extract information regarding need and availability of various resources. For further details, please visit here.

Code

• Code for Convolution Deep Gaussian Processes   :   https://github.com/brain-iith/Convolutional-Deep-Gaussian-Processes

• Code for Task and Language Incremental Continual Learning : https://github.com/ShreySatapara/TLCL