907 citations
- University College LondonGB4 papers
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- Indian Institute of Science BangaloreIN2 papers
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7 papers · 1 filter
Discovering beautiful attributes for aesthetic image analysis
Luca Marchesotti, Naila Murray, Florent Perronnin
Aesthetic image analysis is the study and assessment of the aesthetic properties of images. Current computational approaches to aesthetic image analysis either provide accurate or…
Tailoring Word Embeddings for Bilexical Predictions: An Experimental Comparison
Pranava Swaroop Madhyastha, Xavier Carreras, Ariadna Quattoni
We investigate the problem of inducing word embeddings that are tailored for a particular bilexical relation. Our learning algorithm takes an existing lexical vector space and comp…
Supervised mid-level features for word image representation
Albert Gordo
This paper addresses the problem of learning word image representations: given the cropped image of a word, we are interested in finding a descriptive, robust, and compact fixed-le…
Modeling Transitivity in Complex Networks
Morteza Haghir Chehreghani, Mostafa Haghir Chehreghani
An important source of high clustering coefficient in real-world networks is transitivity. However, existing approaches for modeling transitivity suffer from at least one of the fo…
Self-Learning Camera: Autonomous Adaptation of Object Detectors to Unlabeled Video Streams
Adrien Gaidon, Gloria Zen, Jose A. Rodriguez-Serrano
Learning object detectors requires massive amounts of labeled training samples from the specific data source of interest. This is impractical when dealing with many different sourc…
Generalized Max Pooling
Naila Murray, Florent Perronnin
State-of-the-art patch-based image representations involve a pooling operation that aggregates statistics computed from local descriptors. Standard pooling operations include sum-…