Calum Heggan

According to our database, Calum Heggan authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

From Pixels to Waveforms: Evaluating Pre-trained Image Models for Few-Shot Audio Classification.

Calum Heggan, Timothy M. Hospedales, Sam Budgett, Mehrdad Yaghoobi

Proceedings of the International Joint Conference on Neural Networks, 2024

On the Transferability of Large-Scale Self-Supervision to Few-Shot Audio Classification.

Calum Heggan, Sam Budgett, Timothy M. Hospedales, Mehrdad Yaghoobi

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Amortised Invariance Learning for Contrastive Self-Supervision.

Ruchika Chavhan, Henry Gouk, Jan Stuehmer, Calum Heggan, Mehrdad Yaghoobi, Timothy M. Hospedales

CoRR, 2023

MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations.

Calum Heggan, Timothy M. Hospedales, Sam Budgett, Mehrdad Yaghoobi

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Amortised Invariance Learning for Contrastive Self-Supervision.

Ruchika Chavhan, Jan Stuehmer, Calum Heggan, Mehrdad Yaghoobi, Timothy M. Hospedales

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

MetaAudio: A Few-Shot Audio Classification Benchmark.

Calum Heggan, Sam Budgett, Timothy M. Hospedales, Mehrdad Yaghoobi

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022