Cohere For AI - Guest Speaker: Diganta Misra, Research Scholar

Explore current research trends using synthetic data for training. Discover G-NoCL, an online continual learning framework based on category-only data generation. Additionally, learn about DISCOBER, a novel data sampling method enhancing performance over traditional web-supervised and manually annotated approaches. (https://arxiv.org/abs/2403.10853)

Diganta's Bio: Diganta is a UNIQUE Scholar Research MSc at Mila, Montreal supervised by Prof Irina Rish within the CERC AAI Lab and is a Visiting Researcher at the Human Sensing Lab at Carnegie Mellon University. He is also the founder of a non-profit research organisation called Landskape AI. Previously he has worked as researcher and engineer at firms like Weights & Biases and Morgan Stanley. His current research interests spans topics of constrained learning - sparsity, mixture of experts, lifelong learning, generative models, learning dynamics and code generation. Diganta is also an incoming ELLIS PhD Fellow at the Max Planck Institute in Tübingen. Beyond research, he is an avid football, F1 and e-sport follower.

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