McDonnell Research Lab

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1. RanPAC RanPACPublic

   RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paper

   Python 60 8

2. 1-bit-per-weight 1-bit-per-weightPublic

   Training wide residual networks for deployment using a single bit for each weight - Official Code Repository for ICLR 2018 Published Paper

   Jupyter Notebook 36 9

3. DCASE2019-Task1 DCASE2019-Task1Public

   Acoustic Scene Classification Using Deep Residual Networks with Late Fusion of Separated High and Low Frequency Paths - McDonnell and Gao, ICASSP 2020

   Jupyter Notebook 22 7

4. DCASE2020_Task1b DCASE2020_Task1bPublic

   DCASE 2020 Challenge Task 1B - Low-Complexity Acoustic Scene Classification

   Jupyter Notebook 4 4

5. premonition premonitionPublic

   Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning - McDonnell et al (2024) - https://arxiv.org/abs/2403.07356

   Jupyter Notebook 2

6. Planet-Four-HiRise-Machine-Learning Planet-Four-HiRise-Machine-LearningPublic

   Planet Four: A Neural Network’s search for polar spring-time fans on Mars - Code Repository for McDonnell et al 2023, Published in Icarus

   Jupyter Notebook