David Perera

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 4

Top Topics

Density Estimators

Multiple Choice

Learning Process

Top Venues

Multim. Tools Appl.

Publications

Victor Letzelter, David Perera, Cédric Rommel, Mathieu Fontaine, Slim Essid, Gaël Richard, Patrick Pérez
Winner-takes-all learners are geometry-aware conditional density estimators. CoRR (2024)
David Perera, Victor Letzelter, Théo Mariotte, Adrien Cortés, Mickaël Chen, Slim Essid, Gaël Richard
Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing. CoRR (2024)
Jane Labadin, Boon Hao Hong, Wei King Tiong, Balvinder Singh Gill, David Perera, Andrew Ragai Henry Rigit, Sarbhan Singh, Cia Vei Tan, Sumarni Mohd Ghazali, Jenarun Jelip, Norhayati Mokhtar, Norafidah binti Abdul Rashid, Hazlin Bt Abu Bakar, Jyh Hann Lim, Norsyahida Md Taib, Aaron George
Development and user testing study of MozzHub: a bipartite network-based dengue hotspot detector. Multim. Tools Appl. 82 (11) (2023)
David Perera, Slim Essid, Gaël Richard
Latent and Adversarial Data Augmentations for Sound Event Detection and Classification. DCASE (2022)