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1. ExStream ExStream Public

   PyTorch implementation of the ExStream method from our ICRA-2019 paper "Memory Efficient Experience Replay for Streaming Learning"

   Python 21 6

2. Deep_SLDA Deep_SLDA Public

   PyTorch implementation of the Deep SLDA method from our CVPRW-2020 paper "Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis"

   Python 51 14

3. Stream-51 Stream-51 Public

   The Stream-51 dataset for streaming classification and novelty detection from videos.

   Python 15 2

4. REMIND REMIND Public

   PyTorch implementation of the REMIND method from our ECCV-2020 paper "REMIND Your Neural Network to Prevent Catastrophic Forgetting"

   Python 81 23

5. Continual-Analogical-Reasoning Continual-Analogical-Reasoning Public

   PyTorch code for our CVPRW-2021 paper "Selective Replay Enhances Learning in Online Continual Analogical Reasoning"

   Python 6 2

6. Embedded-CL Embedded-CL Public

   PyTorch code for our CoLLAs-2022 paper "Online Continual Learning for Embedded Devices"

   Python 11