no code implementations • 6 Dec 2016 • Kofi Boakye, Sachin Farfade, Hamid Izadinia, Yannis Kalantidis, Pierre Garrigues
Our results demonstrate that, for real-world datasets, training exclusively with this noisy data yields performance on par with the standard paradigm of first pre-training on clean data and then fine-tuning.
1 code implementation • 4 Aug 2017 • Lu Jiang, Junwei Liang, Liangliang Cao, Yannis Kalantidis, Sachin Farfade, Alexander Hauptmann
This paper proposes a new task, MemexQA: given a collection of photos or videos from a user, the goal is to automatically answer questions that help users recover their memory about events captured in the collection.
1 code implementation • 13 Jun 2022 • Vu Nguyen, Hisham Husain, Sachin Farfade, Anton Van Den Hengel
CSA outperforms the current state-of-the-art in this practically important area of semi-supervised learning.