Search Results for author: Andy Bagdanov

Found 2 papers, 2 papers with code

Positive Pair Distillation Considered Harmful: Continual Meta Metric Learning for Lifelong Object Re-Identification

1 code implementation • 4 Oct 2022 • Kai Wang, Chenshen Wu, Andy Bagdanov, Xialei Liu, Shiqi Yang, Shangling Jui, Joost Van de Weijer

Lifelong object re-identification incrementally learns from a stream of re-identification tasks.

Knowledge Distillation Metric Learning +1

Paper
Code

Incremental Meta-Learning via Episodic Replay Distillation for Few-Shot Image Recognition

1 code implementation • 9 Nov 2021 • Kai Wang, Xialei Liu, Andy Bagdanov, Luis Herranz, Shangling Jui, Joost Van de Weijer

We propose an approach to IML, which we call Episodic Replay Distillation (ERD), that mixes classes from the current task with class exemplars from previous tasks when sampling episodes for meta-learning.

Continual Learning Knowledge Distillation +1

Paper
Code

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