Search Results for author: Sachin Farfade

Found 3 papers, 2 papers with code

Tag Prediction at Flickr: a View from the Darkroom

no code implementations6 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.

TAG

MemexQA: Visual Memex Question Answering

1 code implementation4 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.

Memex Question Answering Question Answering +1

Confident Sinkhorn Allocation for Pseudo-Labeling

1 code implementation13 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.

Data Augmentation Pseudo Label

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