Search Results for author: Alexander Schubert

Found 2 papers, 1 papers with code

InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists

1 code implementation30 Sep 2023 Yulu Gan, Sungwoo Park, Alexander Schubert, Anthony Philippakis, Ahmed M. Alaa

We then use a large language model to paraphrase prompt templates that convey the specific tasks to be conducted on each image, and through this process, we create a multi-modal and multi-task training dataset comprising input and output images along with annotated instructions.

Depth Estimation Language Modelling +4

Pruning the Way to Reliable Policies: A Multi-Objective Deep Q-Learning Approach to Critical Care

no code implementations13 Jun 2023 Ali Shirali, Alexander Schubert, Ahmed Alaa

By disentangling accurate and approximated rewards through action pruning, potential distortions of the main objective are minimized, all while enabling the extraction of valuable information from intermediate signals that can guide the learning process.

Q-Learning reinforcement-learning

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