Deep Learning

Deep Learning

Jan 1, 2024
Scalable Approach to Differentiable Pattern Mining with Coverage Regularization

Scalable differentiable pattern mining approach with coverage regularization for large-scale datasets.

Jan 1, 2024
Graduate Level Instruction (2017 - Present)

Deep Learning, Reinforcement Learning, NLP, and LLMs - 150+ contact hours

Jan 1, 2023
Learning Visual Representations with Caption Annotations

Novel approach for learning visual representations using caption annotations for improved visual understanding.

Jan 1, 2020
Gated End-to-End Memory Network

Novel end-to-end memory access regulation mechanism for Memory Networks that achieves state-of-the-art performance on bAbI and Dialog bAbI tasks.

Jan 1, 2017
Deep Learning

Jan 1, 2024