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Oscar Li's Projects

aws-cv-task2vec icon aws-cv-task2vec

Official code for the paper "Task2Vec: Task Embedding for Meta-Learning" (https://arxiv.org/abs/1902.03545, ICCV 2019)

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gitignore icon gitignore

A collection of useful .gitignore templates

label-protection icon label-protection

Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).

meta-learning-lstm icon meta-learning-lstm

This repo contains the source code accompanying a scientific paper with the same name.

optax icon optax

Optax is a gradient processing and optimization library for JAX.

prototypedl icon prototypedl

Codebase for "Deep Learning for Case-based Reasoning through Prototypes: A Neural Network that Explains Its Predictions" (to appear in AAAI 2018)

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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