Junhong Shen's repositories

ORCA

Official implementation of ORCA proposed in the paper "Cross-Modal Fine-Tuning: Align then Refine"

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NNAC

Implementing Theoretically Principled Deep RL Acceleration via Nearest Neighbor Function Approximation.

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Referential-Game

Code for Emergence of Pragmatics from Referential Game between Theory of Mind Agents

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FUSRP-2019

Reconstruction of patient-specific brain vascular network based on image segmentation and global optimization

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Unsupervised-Learning-of-Stochastic-And-Or-Grammars

Implementing an algorithm to learn both the structure and the parameters of a stochastic And-Or grammar.

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ConvNeXt

Code release for ConvNeXt model

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FRAME-Model-for-Texture-Synthesis

Implementing the FRAME (Filters, Random Fields and Maximum Entropy) model for generating textures

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NachenBlaster

Final project for CS33 at UCLA. A space craft shooting game implemented in C++.

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otdd

Optimal Transport Dataset Distance

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Romance-Movie-Analysis

ML Course Project

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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warpgrad

Meta-Learning with Warped Gradient Descent

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