Calum Heggan

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Classification Systems

Multitask Learning

Benchmark Datasets

Top Venues

Publications

Calum Heggan, Sam Budgett, Timothy Hosepedales, Mehrdad Yaghoobi
On the Transferability of Large-Scale Self-Supervision to Few-Shot Audio Classification. CoRR (2024)
Calum Heggan, Timothy M. Hospedales, Sam Budgett, Mehrdad Yaghoobi
MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations. CoRR (2023)
Ruchika Chavhan, Jan Stuehmer, Calum Heggan, Mehrdad Yaghoobi, Timothy M. Hospedales
Amortised Invariance Learning for Contrastive Self-Supervision. ICLR (2023)
Ruchika Chavhan, Henry Gouk, Jan Stuehmer, Calum Heggan, Mehrdad Yaghoobi, Timothy M. Hospedales
Amortised Invariance Learning for Contrastive Self-Supervision. CoRR (2023)
Calum Heggan, Timothy M. Hospedales, Sam Budgett, Mehrdad Yaghoobi
MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations. INTERSPEECH (2023)
Calum Heggan, Sam Budgett, Timothy M. Hospedales, Mehrdad Yaghoobi
MetaAudio: A Few-Shot Audio Classification Benchmark. CoRR (2022)
Calum Heggan, Sam Budgett, Timothy M. Hospedales, Mehrdad Yaghoobi
MetaAudio: A Few-Shot Audio Classification Benchmark. ICANN (1) (2022)