Search Results for author: Jingyue Shen

Found 3 papers, 1 papers with code

CodeGemma: Open Code Models Based on Gemma

no code implementations • 17 Jun 2024 • CodeGemma Team, Heri Zhao, Jeffrey Hui, Joshua Howland, Nam Nguyen, Siqi Zuo, Andrea Hu, Christopher A. Choquette-Choo, Jingyue Shen, Joe Kelley, Kshitij Bansal, Luke Vilnis, Mateo Wirth, Paul Michel, Peter Choy, Pratik Joshi, Ravin Kumar, Sarmad Hashmi, Shubham Agrawal, Zhitao Gong, Jane Fine, Tris Warkentin, Ale Jakse Hartman, Bin Ni, Kathy Korevec, Kelly Schaefer, Scott Huffman

This paper introduces CodeGemma, a collection of specialized open code models built on top of Gemma, capable of a variety of code and natural language generation tasks.

Code Completion Mathematical Reasoning +2

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LayerNAS: Neural Architecture Search in Polynomial Complexity

no code implementations • 23 Apr 2023 • Yicheng Fan, Dana Alon, Jingyue Shen, Daiyi Peng, Keshav Kumar, Yun Long, Xin Wang, Fotis Iliopoulos, Da-Cheng Juan, Erik Vee

For a model architecture with $L$ layers, we perform layerwise-search for each layer, selecting from a set of search options $\mathbb{S}$.

Ranked #1 on Neural Architecture Search on NATS-Bench Topology, CIFAR-100

Combinatorial Optimization Neural Architecture Search

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Emergence of Pragmatics from Referential Game between Theory of Mind Agents

1 code implementation • 21 Jan 2020 • Luyao Yuan, Zipeng Fu, Jingyue Shen, Lu Xu, Junhong Shen, Song-Chun Zhu

Pragmatics studies how context can contribute to language meanings.

Reinforcement Learning Reinforcement Learning (RL)

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