4 citations · 6 across the 3 of their papers we have counts for
4 papers
ParaDiS: Parallelly Distributable Slimmable Neural Networks
Alexey Ozerov, Anne Lambert, Suresh Kirthi Kumaraswamy
When several limited power devices are available, one of the most efficient ways to make profit of these resources, while reducing the processing latency and communication load, is…
EnvGAN: Adversarial Synthesis of Environmental Sounds for Data Augmentation
Aswathy Madhu, Suresh K
The research in Environmental Sound Classification (ESC) has been progressively growing with the emergence of deep learning algorithms. However, data scarcity poses a major hurdle…
Detecting Human-Object Interaction with Mixed Supervision
Suresh Kirthi Kumaraswamy, Miaojing Shi, Ewa Kijak
Human object interaction (HOI) detection is an important task in image understanding and reasoning. It is in a form of HOI triplet <human; verb; object>, requiring bounding boxes f…
Transfer Learning in CNNs Using Filter-Trees
Suresh Kirthi Kumaraswamy, PS Sastry, KR Ramakrishnan
Convolutional Neural Networks (CNNs) are very effective for many pattern recognition tasks. However, training deep CNNs needs extensive computation and large training data. In this…