lifelong learning: record and analysis of my knowledge structure
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Updated
Oct 3, 2017
lifelong learning: record and analysis of my knowledge structure
Simulated version of the Head Turning Modulation model
Lifelong learning research repo on data + storytelling + design
Paper Reviews for CSE-704: Practical Techniques in Deep Learning
Notes for my lifelong learning
Lifelong Naive Bayes
A PyTorch implementation of the ECCV 2018 publication "Memory Aware Synapses: Learning what (not) to forget"
"The Unreasonable Effectiveness of Sparse Dynamic Synapses for Continual Learning" paper project.
Keras-based framework for implementing continual learning methods.
A pytorch compatible data loader to create sequence of tasks for Continual Learning
AR1* with Latent Replay, implemented in PyTorch
Neural Topic Modeling with Continual Lifelong Learning (ICML 2020)
1'st Place approach for CVPR 2020 Continual Learning Challenge
Lifelong Learning for Sentiment Classification (or Lifelong Sentiment Classification)
Model from Tsuda B, Tye KM, Siegelmann HT, Sejnowski TJ. A modeling framework for adaptive lifelong learning with transfer and savings through gating in the prefrontal cortex. Proceedings of the National Academy of Sciences, 117 (47), 29872-29882, 2020. https://doi.org/10.1073/pnas.2009591117
Random forests for continual learning via generative replay
Steven C. Y. Hung, Jia-Hong Lee, Timmy S. T. Wan, Chein-Hung Chen, Yi-Ming Chan and Chu-Song Chen. "Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning" 2019 ACM on International Conference on Multimedia Retrieval
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