Search Results for author: Sophia Gu

Found 3 papers, 2 papers with code

LLMs as Potential Brainstorming Partners for Math and Science Problems

no code implementations10 Oct 2023 Sophia Gu

With the recent rise of widely successful deep learning models, there is emerging interest among professionals in various math and science communities to see and evaluate the state-of-the-art models' abilities to collaborate on finding or solving problems that often require creativity and thus brainstorming.

Math

I Can't Believe There's No Images! Learning Visual Tasks Using only Language Supervision

1 code implementation ICCV 2023 Sophia Gu, Christopher Clark, Aniruddha Kembhavi

We produce models using only text training data on four representative tasks: image captioning, visual entailment, visual question answering and visual news captioning, and evaluate them on standard benchmarks using images.

Image Captioning Question Answering +2

Deep Reinforcement Learning with Function Properties in Mean Reversion Strategies

1 code implementation9 Jan 2021 Sophia Gu

Unsurprisingly, many prominent breakthroughs in DRL are investigated and tested on strategic games: from AlphaGo to AlphaStar and at about the same time, OpenAI Five.

Decision Making reinforcement-learning +1

Cannot find the paper you are looking for? You can Submit a new open access paper.