Tyler Hayes (@tyler-hayes)
github

tyler-hayes

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  • Stars
    star
    187
  • Global Rank 129,130 (Top 5 %)
  • Followers 59
  • Following 21
  • Registered over 6 years ago
  • Most used languages
    Python
         100.0 %
  • Location 🇺🇸 United States
  • Country Total Rank 30,942
  • Country Ranking
    Python
         5,644

Top repositories

1

REMIND

PyTorch implementation of the REMIND method from our ECCV-2020 paper "REMIND Your Neural Network to Prevent Catastrophic Forgetting"
Python
81
star
2

Deep_SLDA

PyTorch implementation of the Deep SLDA method from our CVPRW-2020 paper "Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis"
Python
48
star
3

ExStream

PyTorch implementation of the ExStream method from our ICRA-2019 paper "Memory Efficient Experience Replay for Streaming Learning"
Python
20
star
4

Stream-51

The Stream-51 dataset for streaming classification and novelty detection from videos.
Python
15
star
5

Embedded-CL

PyTorch code for our CoLLAs-2022 paper "Online Continual Learning for Embedded Devices"
Python
11
star
6

Continual-Analogical-Reasoning

PyTorch code for our CVPRW-2021 paper "Selective Replay Enhances Learning in Online Continual Analogical Reasoning"
Python
6
star
7

SLDA-Tutorial

Python
5
star
8

Can-I-See-An-Example

PyTorch code for our BMVC-2022 paper "Can I see an Example? Active Learning the Long Tail of Attributes and Relations"
Python
2
star