Search Results for author: Russell Kaplan

Found 5 papers, 3 papers with code

Empirical Analysis of the Strengths and Weaknesses of PEFT Techniques for LLMs

no code implementations28 Apr 2023 George Pu, Anirudh Jain, Jihan Yin, Russell Kaplan

As foundation models continue to exponentially scale in size, efficient methods of adaptation become increasingly critical.

HiDDeN: Hiding Data With Deep Networks

6 code implementations ECCV 2018 Jiren Zhu, Russell Kaplan, Justin Johnson, Li Fei-Fei

We show that these encodings are competitive with existing data hiding algorithms, and further that they can be made robust to noise: our models learn to reconstruct hidden information in an encoded image despite the presence of Gaussian blurring, pixel-wise dropout, cropping, and JPEG compression.


Beating Atari with Natural Language Guided Reinforcement Learning

1 code implementation18 Apr 2017 Russell Kaplan, Christopher Sauer, Alexander Sosa

We introduce the first deep reinforcement learning agent that learns to beat Atari games with the aid of natural language instructions.

Montezuma's Revenge OpenAI Gym +2

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